DAVIAN Lab. Seminar (2020) Time: Wednesday 18:00 - 21:30 Date Topic Presenters Slides Videos 29th April, 2020 Recurrent Independent Mechanisms Daehoon Gwak Slide Video 29th April, 2020 Block Level Skip Connections across Cascaded V-Net for Multi-organ Segmentation Kyungmin Jo Slide Video 22th April, 2020 Unsupervised Learning by Competing Hidden Units Bombs Kim Slide Video 22th April, 2020 MirrorGAN: Learning Text-To-Image Generation by Redescription Kangyeol Kim Slide Video 8th April, 2020 The Sound of Pixels Jinhee Kim Slide Video 8th April, 2020 High-Fidelity Image Generation With Fewer Labels Yonggyu Kim Slide Video 1st April, 2020 From Variational to Deterministic Autoencoders Sanghyeon Lee Slide Video 1st April, 2020 Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping Taehee Kim Slide Video 25th March, 2020 Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values Taesung Kim Slide Video 25th March, 2020 ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators Kyeongpil Kang Slide Video 18th March, 2020 Emotion semantics show both cultural variation and universal structure Youngwoo Cho Slide Video 11th March, 2020 REALM: Retrieval-Augmented Language Model Pre-Training Kibeom Kim Slide Video 11th March, 2020 Pixel-Adaptive Convolutional Neural Networks Eungyeup Slide Video 4th March, 2020 Compatible and Diverse Fashion Image Inpainting Seunghwan Choi Slide Video 4th March, 2020 Learning to Shade Hand-drawn Sketches Yongjang Cho Slide Video 26th February, 2020 Write, Execute, Assess: Program Synthesis with a REPL Junwoo Park Slide Video 1 Video 2 12th February, 2020 Sequence Modeling with Unconstrained Generation Order Cheonbok Park Slide Video 12th February, 2020 Learning Correspondence from the Cycle-Consistency of Time Hyojin Bahng Slide Video 5th February, 2020 On the "steerability" of generative adversarial networks Seungjoo Yoo Slide Video 5th February, 2020 ClothFlow: A Flow-Based Model for Clothed Person Generation Sunghyeon Park Slide Video 29th January, 2020 Learning Landmarks from Unaligned Data using Image Translation Junsoo Lee Slide Video 22th January, 2020 Guided Image-to-Image Translation with Bi-Directional Feature Transformation Dongjun Kim Slide Video 22th January, 2020 Fast Context Adaptation via Meta-Learning Yunwon Tae Slide Video 15th January, 2020 Group-Wise Deep Object Co-Segmentation With Co-Attention Recurrent Neural Network Hyoungwoo Lee Slide Video 8th January, 2020 Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Wonwoong Cho Slide Video 2nd January, 2020 Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation Yonggyu Kim Slide Video 2nd January, 2020 Discriminator Rejection Sampling Kangyeol Kim Slide Video ~ 2019 Link