-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathindex.html
More file actions
1084 lines (967 loc) · 56.6 KB
/
index.html
File metadata and controls
1084 lines (967 loc) · 56.6 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
<!DOCTYPE html>
<html>
<head>
<!-- Google tag (gtag.js) -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-B9N9911MNC"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'G-B9N9911MNC');
</script>
<meta charset="utf-8">
<meta name="description"
content="FlexiClip: Locality-Preserving Free-Form Character Animation">
<meta name="keywords" content="Clipart Animation, Text-to-Video Diffusion, Score Distillation Sampling, Temporal Smoothing">
<meta name="viewport" content="width=device-width, initial-scale=0.1">
<title>FlexiClip: Locality-Preserving Free-Form Character Animation</title>
<link href="https://fonts.googleapis.com/css?family=Google+Sans|Noto+Sans|Castoro"
rel="stylesheet">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/4.5.0/css/bootstrap.min.css">
<link rel="stylesheet" href="./static/css/bulma.min.css">
<link rel="stylesheet" href="./static/css/bulma-carousel.min.css">
<link rel="stylesheet" href="./static/css/bulma-slider.min.css">
<link rel="stylesheet" href="./static/css/bulma-tooltip.min.css">
<link rel="stylesheet" href="./static/css/fontawesome.all.min.css">
<link rel="stylesheet"
href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1/css/academicons.min.css">
<link rel="stylesheet" href="./static/css/index.css">
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
<script defer src="./static/js/fontawesome.all.min.js"></script>
<script src="./static/js/bulma-carousel.min.js"></script>
<script src="./static/js/bulma-slider.min.js"></script>
<script src="./static/js/index.js"></script>
</head>
<body>
<!--Title block-->
<section class="hero">
<div class="hero-body">
<div class="container is-max-desktop" id="top">
<div class="columns is-centered">
<div class="column has-text-centered">
<h1 class="title is-1 publication-title">FlexiClip: Locality-Preserving<br>Free-Form Character Animation</h1>
<div class="is-size-5 publication-authors">
<span class="author-block"><a href="https://creative-gen.github.io/flexiclip.github.io/" target="_blank">Anant Khandelwal</a><sup>1</sup>,</span>
</div>
<div class="is-size-6 publication-authors">
<span class="author-block"><sup>1</sup>Applied Scientist, Microsoft India</span>
</div>
<br>
<div class="is-size-4 publication-authors">
<span class="author-block">ICML'25</span>
</div>
<div class="column has-text-centered">
<div class="publication-links">
<span class="link-block">
<a href="https://arxiv.org/pdf/2501.08676" target="_blank"
class="external-link button is-normal is-rounded">
<span class="icon">
<i class="ai ai-arxiv"></i>
</span>
<span>arXiv</span>
</a>
</span>
<span class="link-block">
<a href="https://github.com/infusion-zero-edit/FlexiClip" target="_blank"
class="external-link button is-normal is-rounded">
<span class="icon">
<i class="fab fa-github"></i>
</span>
<span>Code</span>
</a>
</span>
</div>
</div>
<div class="columns is-centered has-text-centered is-variable is-8">
<div class="column is-three-quarters is-centered has-text-centered">
<div class="publication-links ">
<span class="link-block">
<a href="#gallery"
class="nav-link button-55 is-normal">
<span>Gallery</span>
</a>
</span>
<span class="link-block">
<a href="#varying"
class="nav-link button-55 is-normal">
<span>Varying the Prompt</span>
</a>
</span>
<span class="link-block">
<a href="#multicondition_gallery"
class="nav-link button-55 is-normal">
<span>Multi-Condition Prompt</span>
</a>
</span>
<span class="link-block">
<a href="#layered_animation"
class="nav-link button-55 is-normal">
<span>Layered Animation</span>
</a>
</span>
<span class="link-block">
<a href="#complex_trajectory"
class="nav-link button-55 is-normal">
<span>Comparison with AniClipart</span>
</a>
</span>
<span class="link-block">
<a href="#comparisons"
class="nav-link button-55 is-normal">
<span>Comparison with T2V/I2V</span>
</a>
</span>
<span class="link-block">
<a href="#ablation"
class="nav-link button-55 is-normal">
<span>Ablation Study</span>
</a>
</span>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<!--Video-->
<!-- <section class="section hero is-light">
<div class="container is-max-desktop">
<div class="item">
<p style="margin-bottom: 30px">
<video poster="" id="tree" autoplay controls muted loop height="100%">
<source src="static/videos/main_video/video_sketch_new.mp4"
type="video/mp4">
</video>
<h6 class="caption">We recommend watching the video with sound on</h6>
</p>
</div>
</div>
</section> -->
<!-- Abstract. -->
<section class="section">
<div class="container is-max-desktop">
<div class="columns is-centered has-text-centered">
<div class="column is-four-fifths">
<h2 class="title is-3">Abstract</h2>
<div class="content has-text-justified">
<p>
Character animation often requires a delicate balance between dynamic motion and the preservation of local structures and temporal coherence. Achieving this balance in free-form character animation, where intricate motions and topological consistency must be maintained, poses significant challenges that traditional methods struggle to overcome. In this work, we introduce FlexiClip, a novel animation framework designed to generate smooth, natural animations while preserving the spatial integrity of keypoints and maintaining temporal consistency across frames. At the core of our approach is the use of residual Jacobians, learned via Neural Ordinary Differential Equations (ODEs), to correct temporal errors without compromising geometric precision. We propose a novel formulation that constrains the ODE to focus exclusively on temporal corrections aggregated over previous frames. To achieve this, we employ a flow matching loss function, which effectively reduces temporal noise and ensures seamless transitions throughout the motion sequence. Extensive experiments and ablation studies demonstrate that FlexiClip outperforms existing methods by producing animations that are smooth, natural, and geometrically consistent. Additionally, our framework supports complex motions involving rotational dynamics, handles multiple conditions specified in text prompts, animates multiple objects within a single image, and generates longer animation sequences. These capabilities highlight its significant improvements in addressing diverse and challenging animation scenarios.
</p>
</div>
</div>
</div>
</div>
</section>
<section class="section">
<div class="container is-max-desktop">
<div class="section-title has-text-centered is-centered">
<h2 class="title is-3">How does it work?</h2><br>
</div>
<div class="columns is-centered has-text-centered">
<div class="column is-one-fifths has-text-centered">
<img id="network" src="static/images/method/pipeline.png" />
<div class="content has-text-justified">
<br>
FlexiClip is a novel approach for creating smooth, temporally coherent, and geometrically consistent animated clipart. It extends the state of the art by addressing key challenges such as noise accumulation and structural consistency across frames. For an initial clipart image with <i>M</i> keypoints, FlexiClip assigns <i>M</i> cubic Bézier curves to represent spatial motion trajectories, parameterized as {c<sup>(i)</sup>}<sub>i=0</sub><sup>M-1</sup>. FlexiClip introduces temporal Jacobians to incrementally correct motion dynamics over time, utilizes probability flow ODE (pfODE) for continuous-time temporal corrections, and employs a flow matching loss inspired by GFlowNet to reduce temporal noise effectively. By integrating these innovations with video Score Distillation Sampling (SDS), FlexiClip enables the generation of natural, consistent animations, even for complex, non-rigid motions.
</div>
</div>
</div>
</section>
<section class="section">
<div class="container is-max-desktop">
<div class="section-title has-text-centered is-centered">
<h2 class="title is-3">Poster</h2><br>
</div>
<div class="columns is-centered has-text-centered">
<div class="column is-one-fifths has-text-centered">
<img id="network" src="static/images/FlexiClip_Poster.png" />
</div>
</div>
</section>
<!--Gallery-->
<section class="section">
<div class="container is-widescreen" id="gallery">
<div class="link-block ">
<a href="#top"
class="nav-link button-55 is-normal">
<span>Go to Top</span>
</a>
</div>
<div class="section-title has-text-centered is-centered">
<h2 class="title is-3">Gallery</h2><br>
</div>
<div class="section is-centered has-text-centered">
If images are not loaded properly, please refresh the page.
</div>
<div class="container is-max-desktop is-centered has-text-centered">
<div class="gallery">
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/man_dive.svg" alt="man_dive"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/man_dive.gif" alt="man_dive"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A man is scuba diving and swaying fins." title="">A man is scuba diving [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_dance.svg" alt="woman_dance"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_dance.gif" alt="woman_dance"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A woman dancer is dancing the Cha-Cha." title="">A woman dancer is dancing [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/man_dance.svg" alt="man_dance"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/man_dance.gif" alt="man_dance"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A bearded man is dancing with the music, his legs squatting up and down slightly, his hands waving in the air." title="">A bearded man is dancing [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/balloon.svg" alt="balloon"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/balloon.gif" alt="balloon"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A balloon floating in the air." title="">A balloon floating in the [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_exercise.svg" alt="woman_exercise"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_exercise.gif" alt="woman_exercise"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A young girl is exercising in lunging position, lifting dumbbells." title="">A young girl is exercising [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/man_wave.svg" alt="man_wave"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/man_wave.gif" alt="man_wave"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A young man is waving his arms to say hello." title="">A young man is waving [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/cloud.svg" alt="cloud"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/cloud.gif" alt="cloud"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A cloud floats in the sky." title="">A cloud floats in the [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/flower.svg" alt="flower"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/flower.gif" alt="flower"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A flower sways its petals in the breeze." title="">A flower sways its petals [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/crab.svg" alt="crab"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/crab.gif" alt="crab"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A crab is waving its pincers and legs continuously." title="">A crab is waving its [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/couple_dance.svg" alt="couple_dance"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/couple_dance.gif" alt="couple_dance"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="Couple dancing and celebrating." title="">Couple dancing and [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_dance2.svg" alt="woman_dance2"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_dance2.gif" alt="woman_dance2"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A woman dancer is dancing with her legs moving up and down, and waving her hands" title="">A woman dancer is dancing [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/boy_racket.svg" alt="boy_racket"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/boy_racket.gif" alt="boy_racket"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A boy is jumping to hit the shuttlecock" title="">A boy is jumping to hit [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_dance3.svg" alt="woman_dance3"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_dance3.gif" alt="woman_dance3"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A woman in a green dress with black polka dots and black boots is dancing and folding hands in her move" title="">A woman in a green [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/bat2.svg" alt="bat2"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/bat2.gif" alt="bat2"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A bat is flapping its wings up and down." title="">A bat is flapping its [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/ghost2.svg" alt="ghost2"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/ghost2.gif" alt="ghost2"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="The Halloween ghost is cheering and waving its arms." title="">The Halloween ghost is cheering [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/balloon_dog.svg" alt="balloon_dog"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/balloon_dog.gif" alt="balloon_dog"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A galloping dog" title="">A galloping dog [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_jump.svg" alt="woman_jump"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_jump.gif" alt="woman_jump"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A young girl jumps up and down." title="">A young girl jumps up [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_dance4.svg" alt="woman_dance4"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_dance4.gif" alt="woman_dance4"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A woman in a flowing dance move, squatting slightly with her legs, wearing a red top, blue skirt, and black ankle boots." title="">A woman in a flowing [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/man_fencing.svg" alt="man_fencing"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/man_fencing.gif" alt="man_fencing"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A fencer in en garde position, ready to advance." title="">A fencer in en garde [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/kite.svg" alt="kite"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/kite.gif" alt="kite"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A kite is floating in the sky." title="">A kite is floating in [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_skating.svg" alt="woman_skating"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_skating.gif" alt="woman_skating"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A woman doing skating with wheels on her legs" title="">A woman doing skating. [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/parrot.svg" alt="parrot"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/parrot.gif" alt="parrot"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="The parrot flapping its wings." title="">The parrot flapping its wings. [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/dolphin2.svg" alt="dolphin2"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/dolphin2.gif" alt="dolphin2"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A dolphin swimming and leaping out of the water, bending its body flexibly." title="">A dolphin swimming and leaping [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/turtle.svg" alt="turtle"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/turtle.gif" alt="turtle"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A turtle floats up and down in the water, extending and retracting its legs." title="">A turtle floats up and [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/spider.svg" alt="spider"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/spider.gif" alt="spider"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A spider sways its legs." title="">A spider sways its legs. [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/man_jump.svg" alt="man_jump"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/man_jump.gif" alt="man_jump"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A young man jumps up and down." title="">A young man jumps up [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_yoga.svg" alt="woman_yoga"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_yoga.gif" alt="woman_yoga"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A woman is practicing yoga, bending her torso back and forth while extending her legs vertically." title="">A woman is practicing yoga, [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/starfish.svg" alt="starfish"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/starfish.gif" alt="starfish"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A starfish is waving its tentacles softly." title="">A starfish is waving its [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_handball.svg" alt="woman_handball"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_handball.gif" alt="woman_handball"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A girl is jumping to throw the handball." title="">A girl is jumping [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/man_dance2.svg" alt="man_dance2"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/man_dance2.gif" alt="man_dance2"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A person wearing a pumpkin mask, pink tutu, and orange socks is in an energetic dance with arms raised." title="">A person wearing a pumpkin [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_surf.svg" alt="woman_surf"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_surf.gif" alt="woman_surf"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A surfer riding and maneuvering on waves on a surfboard." title="">A surfer riding and maneuvering [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/parachute.svg" alt="parachute"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/parachute.gif" alt="parachute"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A parachute descending gracefully after being deployed." title="">A parachute descending [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/octopus.svg" alt="octopus"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/octopus.gif" alt="octopus"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="An octopus is swimming and swaying its tentacles." title="">An octopus is swimming and [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/man_boxing.svg" alt="man_boxing"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/man_boxing.gif" alt="man_boxing"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="Boxing guy is punching and dodging." title="">Boxing guy is punching and [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_kathak.svg" alt="woman_kathak"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_kathak.gif" alt="woman_kathak"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A woman doing classical indian dance." title="">A woman doing classical [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_wave.svg" alt="woman_wave"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_wave.gif" alt="woman_wave"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A young girl is waving her arms to say goodbye." title="">A young girl is waving [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/man_demon.svg" alt="man_demon"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/man_demon.gif" alt="man_demon"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="The man in demon costume is cheering, waving both arms up and down." title="">The man in demon costume [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/palm.svg" alt="palm"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/palm.gif" alt="palm"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="The palm tree sways the leaves in the wind." title="">The palm tree sways the [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_jhoola.svg" alt="woman_jhoola"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_jhoola.gif" alt="woman_jhoola"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A girl is swaying on the hammock hanging on tree." title="">A girl is swaying [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_racket.svg" alt="woman_racket"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_racket.gif" alt="woman_racket"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A girl is jumping to hit the shuttlecock" title="">A girl is jumping [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_fashion.svg" alt="woman_fashion"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/woman_fashion.gif" alt="woman_fashion"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A woman showcasing her fancy dress" title="">A woman showcasing [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/couple_dance2.svg" alt="couple_dance2"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/couple_dance2.gif" alt="couple_dance2"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="Couple dancing together celebrating special occasion" title="">Couple dancing together [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/couple_dance6.svg" alt="couple_dance6"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/couple_dance6.gif" alt="couple_dance6"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="Couple romancing while dancing" title="">Couple romancing [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/couple_dance7.svg" alt="couple_dance7"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/gifs/gallery/outputs/couple_dance7.gif" alt="couple_dance7"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="Couple romancing while dancing" title="">Couple romancing [..]</h6>
</div>
</div>
</div>
</div>
</section>
<!-- Varying the Prompts -->
<section class="section">
<div class="container is-widescreen" id="varying">
<div class="link-block ">
<a href="#top"
class="nav-link button-55 is-normal">
<span>Go to Top</span>
</a>
</div>
<div class="section-title has-text-centered is-centered">
<h2 class="title is-3">Varying the Prompts</h2>
<br>
</div>
<div class="columns is-centered has-text-centered is-variable is-8">
<div class="column is-three-fifths is-centered">
<img class="comp_src_img" src="static/images/svgs/woman_jump.svg" alt="woman_dance"/>
<div class="prompt_gallery">
<div class="captioned_video">
<img class="varying_img" src="static/videos/multiprompt/woman/woman_jump.gif" alt="woman_jump"/>
<h6 class="caption">"... jumping."</h6>
</div>
<div class="captioned_video">
<img class="varying_img" src="static/videos/multiprompt/woman/woman_squat.gif" alt="woman_squat"/>
<h6 class="caption">"... squating."</h6>
</div>
<!-- <div class="captioned_video">
<img class="varying_img" src="static/videos/multiprompt/woman/woman_jump.gif" alt="woman_dance"/>
<h6 class="caption">"... jumping."</h6>
</div>
<div class="captioned_video">
<img class="varying_img" src="static/videos/multiprompt/woman/woman_squat.gif" alt="woman_dance"/>
<h6 class="caption">"... squatting."</h6>
</div>
<div class="captioned_video">
<img class="varying_img" src="static/videos/multiprompt/woman/woman_stomp.gif" alt="woman_dance"/>
<h6 class="caption">"... stomping."</h6>
</div>
<div class="captioned_video">
<img class="varying_img" src="static/videos/multiprompt/woman/woman_wave.gif" alt="bike"/>
<h6 class="caption">"... waving hands."</h6>
</div> -->
</div>
</div>
</div>
<div class="columns is-centered has-text-centered is-variable is-8">
<div class="column is-three-fifths is-centered">
<img class="comp_src_img" src="static/images/svgs/woman_dance3.svg" alt="woman_dance"/>
<div class="prompt_gallery">
<div class="captioned_video">
<img class="varying_img" src="static/gifs/gallery/outputs/woman_dance3.gif" alt="woman_dancing"/>
<h6 class="caption">"... dancing."</h6>
</div>
<div class="captioned_video">
<img class="varying_img" src="static/videos/multiprompt/woman_dance/bending.gif" alt="woman_bending"/>
<h6 class="caption">"... bending arms."</h6>
</div>
<div class="captioned_video">
<img class="varying_img" src="static/videos/multiprompt/woman_dance/jumping.gif" alt="woman_jumping"/>
<h6 class="caption">"... jumping."</h6>
</div>
<div class="captioned_video">
<img class="varying_img" src="static/videos/multiprompt/woman_dance/squating.gif" alt="woman_squat"/>
<h6 class="caption">"... squatting."</h6>
</div>
<div class="captioned_video">
<img class="varying_img" src="static/videos/multiprompt/woman_dance/stomping_out.gif" alt="woman_stomp"/>
<h6 class="caption">"... stomping."</h6>
</div>
<div class="captioned_video">
<img class="varying_img" src="static/videos/multiprompt/woman_dance/waving_out.gif" alt="waving"/>
<h6 class="caption">"... waving hands."</h6>
</div>
</div>
</div>
</div>
<div class="section is-centered has-text-centered">
We can alter the prompts to generate different movements.
</div>
</section>
<!--MultiCondition Prompt-->
<section class="section">
<div class="container is-widescreen" id="multicondition_gallery">
<div class="link-block ">
<a href="#top"
class="nav-link button-55 is-normal">
<span>Go to Top</span>
</a>
</div>
<div class="section-title has-text-centered is-centered">
<h2 class="title is-3">Multi-Condition Prompt</h2><br>
</div>
<div class="section is-centered has-text-centered">
If images are not loaded properly, please refresh the page.
</div>
<div class="container is-max-desktop is-centered has-text-centered">
<div class="multicondition_gallery">
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_dancet1.png" alt="woman_dancet1"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/videos/multicondition/woman_dancet1_out.gif" alt="woman_dancet1_out"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A woman dancer is dancing and squatting joyfully" title="">A woman dancer is [..]</h6>
</div>
<div class="captioned_video">
<div class="inner_gallery">
<img class="gallery_img over grid_r_1 grid_c_1" src="static/images/svgs/woman_dancet2.png" alt="woman_dancet2"/>
<img class="gallery_img under grid_r_1 grid_c_1" src="static/videos/multicondition/woman_dancet2_out.gif" alt="woman_dancet2_out"/>
</div>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="A woman dancer is dancing the Cha-Cha and turning towards right" title="">A woman dancer is [..]</h6>
</div>
</div>
</div>
</div>
</section>
<!-- Layered Animation -->
<section class="section">
<div class="container is-widescreen" id="layered_animation">
<div class="link-block ">
<a href="#top"
class="nav-link button-55 is-normal">
<span>Go to Top</span>
</a>
</div>
<div class="section-title has-text-centered is-centered">
<h2 class="title is-3">Multi-Layer Animation</h2>
<br>
</div>
<div class="columns is-centered has-text-centered is-variable is-8">
<div class="column is-one-fifths is-centered">
<div class="layered_gallery">
<div class="captioned_video">
<img class="layered_img" src="static/videos/layered_animation/layer/man_boxing.gif" alt="man_boxing"/>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="The boxer is ready to punch." title=""><b>Multi-Layer</b> [..]</h6>
</div>
<div class="captioned_video">
<img class="layered_img" src="static/videos/layered_animation/no_layer/man_boxing.gif" alt="man_boxing"/>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="The boxer is ready to punch." title=""><i>Single-Layer</i> [..]</h6>
</div>
<div class="captioned_video">
<img class="layered_img" src="static/videos/layered_animation/layer/man_breaking.gif" alt="camel"/>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="Breakdancer performing an inverted freeze with one hand on the floor and legs artistically intertwined in the air." title=""><b>Multi-Layer</b> [..]</h6>
</div>
<div class="captioned_video">
<img class="layered_img" src="static/videos/layered_animation/no_layer/man_breaking.gif" alt="camel"/>
<h6 class="caption has-tooltip-multiline has-tooltip-bottom" data-tooltip="Breakdancer performing an inverted freeze with one hand on the floor and legs artistically intertwined in the air." title=""><i>Single-Layer</i> [..]</h6>
</div>
</div>
</div>
</div>
</section>
<!-- Complex Trajectory -->
<section class="section">
<div class="container is-widescreen" id="comparison_AniClipart">
<div class="link-block ">
<a href="#top"
class="nav-link button-55 is-normal">
<span>Go to Top</span>
</a>
</div>
<div class="section-title has-text-centered is-centered">
<h2 class="title is-3">Comparision with AniClipart</h2>
<br>
</div>
<div class="columns is-centered has-text-centered is-variable is-8">
<div class="column is-one-fifths is-centered">
<div class="trajectory_gallery">
<div class="captioned_video">
<img class="trajectory_img" src="static/videos/comparision_AniClipart/AniClipart/woman_dance.gif" alt="camel"/>
<h6 class="caption">AniClipart</h6>
</div>
<div class="captioned_video">
<img class="trajectory_img" src="static/videos/comparision_AniClipart/FlexiClip/woman_dance.gif" alt="camel"/>
<h6 class="caption">FlexiClip</h6>
</div>
<div class="captioned_video">
<img class="trajectory_img" src="static/videos/comparision_AniClipart/AniClipart/parrot.gif" alt="woman_dance3"/>
<h6 class="caption">AniClipart</h6>
</div>
<div class="captioned_video">
<img class="trajectory_img" src="static/videos/comparision_AniClipart/FlexiClip/parrot.gif" alt="woman_dance3"/>
<h6 class="caption">FlexiClip</h6>
</div>
<div class="captioned_video">
<img class="trajectory_img" src="static/videos/comparision_AniClipart/AniClipart/boy_racket.gif" alt="man_demon"/>
<h6 class="caption">AniClipart</h6>
</div>
<div class="captioned_video">
<img class="trajectory_img" src="static/videos/comparision_AniClipart/FlexiClip/boy_racket.gif" alt="man_demon"/>
<h6 class="caption">FlexiClip</h6>
</div>
<div class="captioned_video">
<img class="trajectory_img" src="static/videos/comparision_AniClipart/AniClipart/woman_handball.gif" alt="starfish"/>
<h6 class="caption">AniClipart</h6>
</div>
<div class="captioned_video">
<img class="trajectory_img" src="static/videos/comparision_AniClipart/FlexiClip/woman_handball.gif" alt="starfish"/>
<h6 class="caption">FlexiClip</h6>
</div>
</div>
</div>
</div>
</section>
<!-- Comparisons -->
<section class="section hero is-light">
<div class="container is-widescreen" id="comparison_i2v">
<div class="link-block ">
<a href="#top"
class="nav-link button-55 is-normal">
<span>Go to Top</span>
</a>
</div>
<div class="section-title has-text-centered is-centered">
<h2 class="title is-3">Comparisons to T2V/I2V Models</h2><br>
</div>
<div class="columns is-centered has-text-centered is-variable is-8">
<div class="column is-two-fifths is-centered has_border_right">
<img class="comp_src_img" src="static/images/svgs/parrot.svg" alt="parrot"/>
<div class="comp_gallery">
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/parrot/dynamicCrafterParrot.gif" alt="parrot"/>
<h6 class="caption">DynamiCrafter</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/parrot/animateLCM_parrot.gif" alt="parrot"/>
<h6 class="caption">AnimateLCM-I2V</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/parrot/ltxvideo_parrot.gif" alt="parrot"/>
<h6 class="caption">LTXVideo</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/parrot/pyramidFlow_parrot.gif" alt="parrot"/>
<h6 class="caption">Pyramid Flow</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/gifs/gallery/outputs/parrot.gif" alt="parrot"/>
<h6 class="caption">Ours</h6>
</div>
</div>
</div>
<div class="column is-two-fifths is-centered has_border_left">
<img class="comp_src_img" src="static/images/svgs/woman_dance.svg" alt="crab"/>
<div class="comp_gallery">
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/woman_dance/dynamicCrafterWomanDance.gif" alt="crab"/>
<h6 class="caption">DynamiCrafter</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/woman_dance/animateLCM_woman_dance.gif" alt="crab"/>
<h6 class="caption">AnimateLCM-I2V</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/woman_dance/ltxvideo_woman_dance.gif" alt="crab"/>
<h6 class="caption">LTXVideo</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/woman_dance/pyramidFlow_woman_dance.gif" alt="crab"/>
<h6 class="caption">Pyramid Flow</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/gifs/gallery/outputs/woman_dance.gif" alt="crab"/>
<h6 class="caption">Ours</h6>
</div>
</div>
</div>
</div>
<div class="columns is-centered has-text-centered is-variable is-8">
<div class="column is-two-fifths is-centered has_border_left">
<img class="comp_src_img" src="static/images/svgs/boy_racket.svg" alt="crab"/>
<div class="comp_gallery">
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/boy_racket/dynamicCrafterBoyRacket.gif" alt="crab"/>
<h6 class="caption">DynamiCrafter</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/boy_racket/animateLCM_boy_racket.gif" alt="crab"/>
<h6 class="caption">AnimateLCM-I2V</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/boy_racket/ltxvideo_boy_racket.gif" alt="crab"/>
<h6 class="caption">LTXVideo</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/boy_racket/pyramidFlow_boy_rocket.gif" alt="crab"/>
<h6 class="caption">Pyramid Flow</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/gifs/gallery/outputs/boy_racket.gif" alt="crab"/>
<h6 class="caption">Ours</h6>
</div>
</div>
</div>
<div class="column is-two-fifths is-centered has_border_left">
<img class="comp_src_img" src="static/images/svgs/woman_handball.svg" alt="crab"/>
<div class="comp_gallery">
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/woman_handball/dynamicCrafterwomanHandball.gif" alt="crab"/>
<h6 class="caption">DynamiCrafter</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/woman_handball/animateLCM_woman_handball.gif" alt="crab"/>
<h6 class="caption">AnimateLCM-I2V</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/woman_handball/ltxvideo_woman_handball.gif" alt="crab"/>
<h6 class="caption">LTXVideo</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/comparison_T2V/woman_handball/pyramidFlow_woman_handball.gif" alt="crab"/>
<h6 class="caption">Pyramid Flow</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/gifs/gallery/outputs/woman_handball.gif" alt="crab"/>
<h6 class="caption">Ours</h6>
</div>
</div>
</div>
</div>
<div class="section is-centered has-text-centered">
We compare our method to four baselines: Four Text/Image-to-Video (T2V/I2V) diffusion models (<a href="https://huggingface.co/ali-vilab/modelscope-damo-text-to-video-synthesis">AnimateLCM-I2V</a>, <a href="https://ailab-cvc.github.io/videocrafter/">LTXVideo</a>, <a href="https://github.com/Doubiiu/DynamiCrafter">DynamiCrafter</a> and <a href="https://i2vgen-xl.github.io/">Pyramid Flow</a>).
</div>
</div>
</section>
<!-- Ablation -->
<section class="section">
<div class="container is-widescreen" id="ablation">
<div class="link-block ">
<a href="#top"
class="nav-link button-55 is-normal">
<span>Go to Top</span>
</a>
</div>
<div class="section-title has-text-centered is-centered">
<h2 class="title is-3">Ablation Study</h2><br>
</div>
<div class="columns is-centered has-text-centered is-variable is-8">
<div class="column is-one-half is-centered">
<div class="ablation_gallery">
<div class="captioned_video">
<img class="gallery_img" src="static/images/svgs/parrot.svg" alt="parrot"/>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/gifs/gallery/outputs/parrot.gif" alt="ours"/>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/ablation/WRS/parrot.gif" alt="WRS"/>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/images/svgs/ghost2.svg" alt="ghost2"/>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/gifs/gallery/outputs/ghost2.gif" alt="ours"/>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/ablation/WRS/ghost2.gif" alt="WRS"/>
</div>
<div class="captioned_video">
<h6 class="caption">Input Sketch</h6>
</div>
<div class="captioned_video">
<h6 class="caption">Default</h6>
</div>
<div class="captioned_video">
<h6 class="caption">w/o Temporal Jacobian</h6>
</div>
<div class="captioned_video">
<h6 class="caption">Input Sketch</h6>
</div>
<div class="captioned_video">
<h6 class="caption">Default</h6>
</div>
<div class="captioned_video">
<h6 class="caption">w/o Temporal Jacobian</h6>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/images/svgs/cloud.svg" alt="cloud"/>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/gifs/gallery/outputs/cloud.gif" alt="ours"/>
</div>
<div class="captioned_video">
<img class="gallery_img" src="static/videos/ablation/WRS/cloud.gif" alt="WRS"/>
</div>
<div class="captioned_video">