Seminar More information can be found on the Link. Seminar List (year 2) Week Institute Paper Title Date Video PPT 1 Sejong (Yukyung Choi) Removing the Background by Adding the Background: Towards Background Robust Self-Supervised Video Representation Learning 2022.04.25 YouTube PDF 1 Sejong (Yukyung Choi) STRNN: End-to-end deep learning framework for video partial copy detection 2022.04.25 YouTube PDF 2 Chung-Ang (Jongwon Choi) A Simple Framework for Contrastive Learning of Visual Representations 2022.05.02 YouTube # 3 Chung-Ang (Yoonsik Cho) Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling 2022.05.09 YouTube # 4 University-of-Seoul (Kyungwoo Song) Gradient Matching for Domain Generalization In Search of Lost Domain Generalization WILDS 1.2v 2022.05.16 YouTube PDF 5 Sejong (Cheol Jeong) SCH-GAN: Semi-supervised Cross-modal Hashing by Generative Adversarial Network 2022.05.23 YouTube PDF 6 Sejong (Jinyoung Lee) Image Super-Resolution Using Very Deep Residual Channel Attention Networks 2022.05.30 YouTube PDF 7 Gachon (Kiho Choi) DVC: An End-to-end Deep Video Compression Framework 2022.06.07 YouTube PDF 8 Sejong (Yukyung Choi) Hierarchical Self supervised Representation Learning for Movie Understanding 2022.06.27 YouTube # 8 Sejong (Yukyung Choi) Less Is More: Learning Highlight Detection From Video Duration 2022.06.27 YouTube # 9 Chung-Ang (Jongwon Choi) NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis 2022.07.04 YouTube # 10 Chung-Ang (Yoonsik Cho) Learning Transferable Visual Models From Natural Language Supervision 2022.07.11 YouTube # 11 University-of-Seoul (Kyungwoo Song) Robust Fine-tuning of Zero-Shot models 2022.07.18 YouTube PDF 12 Sejong (Cheol Jeong) Object Relational Graph with Teacher-Recommended Learning for Video Captioning 2022.07.25 YouTube PDF 13 Sejong (Jinyoung Lee) SwinIR: Image Restoration Using Swin Transformer 2022.08.01 YouTube PDF 14 Gachon (Kiho Choi) Scale-space flow for end-to-end optimized video compression 2022.08.08 YouTube # 15 Sejong (Yukyung Choi) UBoCo: Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection 2022.08.16 YouTube PDF 16 Chung-Ang (Jongwon Choi) Exploring Temporal Coherence for More General Video Face Forgery Detection 2022.08.22 YouTube # 17 Chung-Ang (Yoonsik Cho) COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval 2022.08.29 YouTube PPT 18 University-of-Seoul (Kyungwoo Song) Dataset Condensation with Gradient Matching 2022.09.05 YouTube PDF 19 Sejong (Cheol Jeong) Open-book Video Captioning with Retrieve-Copy-Generate Network 2022.09.13 YouTube PDF 20 Sejong (Jinyoung Lee) Learning When and Where to Zoom with Deep Reinforcement Learning 2022.09.19 YouTube PDF 21 Gachon (Kiho Choi) Learning to Compress Videos without Computing Motion 2022.09.26 YouTube # 22 Sejong (Yukyung Choi) e-CLIP: Large-Scale Vision-Language Representation Learning in E-commerce 2022.10.05 YouTube # 23 Chung-Ang (Jongwon Choi) Distilling Audio-Visual Knowledge by Compositional Contrastive Learning 2022.10.31 YouTube # 24 Chung-Ang (Yoonsik Cho) CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval 2022.11.07 YouTube # 25 University-of-Seoul (Kyungwoo Song) Scaling up Visual and Vison-Language Representation Learning with Noisy Text Supervision 2022.11.14 YouTube PDF 26 Sejong (Cheol Jeong) Video graph transformer for video question answering 2022.11.22 YouTube PDF 27 Sejong (Jinyoung Lee) Standardization Trends in Video Coding for Machines 2022.11.28 YouTube PDF 28 Gachon (Kiho Choi) Video Compression with CNN-based Post Processing 2022.12.05 YouTube PDF 29 Gachon (Kiho Choi) Video Compression with CNN-based Post Processing 2022.12.05 YouTube PDF 30 Sejong (Yukyung Choi) Motion Aware Self-Supervision for Generic Event Boundary Detection 2022.12.26 YouTube # 31 Chung-Ang (Jongwon Choi) Deep Animation Video Interpolation in the Wild 2023.01.02 YouTube # 32 Chung-Ang (Yoonsik Cho) X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval 2023.01.09 YouTube # 33 University-of-Seoul (Kyungwoo Song) Rethinking Generalization in Few-Shot Classification 2023.01.17 YouTube PDF 34 Sejong (Cheol Jeong) Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling 2023.01.25 YouTube PDF 35 Sejong (Jinyoung Lee) Deep Learning for Single Image Super-Resolution: A Brief Review 2023.01.30 YouTube PDF Seminar List (year 1) Week Institute Paper Title Date Video PPT 1 Sejong (Yukyung Choi) Video Similarity and Alignment Learning on Partial Video Copy Detection 2021.11.08 YouTube PDF 1 Sejong (Yukyung Choi) Find and Focus : Retrieve and Localize Video Events with Natural Language Queries 2021.11.08 YouTube PDF 2 Chung-Ang (Jongwon Choi) VATT: Transformers for Multimodal Self-supervised Learning from Raw Video, Audio, and Text 2021.11.15 YouTube # 3 Chung-Ang (Yoonsik Cho) Multimodal End-to-End Sparse Model for Emotion Recognition 2021.11.22 YouTube PDF 4 University-of-Seoul (Kyungwoo Song) Swin Transformer: Hierarchical Vision Transformer using Shifted Windows, Video Swin Transformer 2021.11.29 YouTube PDF 5 Sejong (Cheol Jeong) Spatio-Temporal Graph for Video Captioning With Knowledge Distillation 2021.12.06 YouTube PDF 6 Sejong (Jinyoung Lee) Deep Learning for Image Super-resolution:A Survey 2021.12.13 YouTube PDF 7 Gachon (Kiho Choi) 표준비디오코딩 & AI-based 비디오코딩 동향 overview 2021.12.20 YouTube PDF 8 Sejong (Yukyung Choi) ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning 2021.12.27 YouTube PDF 8 Sejong (Yukyung Choi) SlowFast Networks for Video Recognition 2021.12.27 YouTube # 9 Chung-Ang (Jongwon Choi) DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval 2022.01.03 YouTube # 10 Chung-Ang (Yoonsik Cho) BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 2022.01.10 YouTube # 11 University-of-Seoul (Kyungwoo Song) Environment Inference for Invariant Learning Just Train Twice: Improving Group Robustness without Training Group Information Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization Invariant Risk Minimization 2022.01.17 YouTube PDF 12 Sejong (Cheol Jeong) T2VLAD: Global-Local Sequence Alignment for Text-Video Retrieval 2022.01.24 YouTube PDF 13 Sejong (Jinyoung Lee) Enhanced Deep Residual Network for Single Image Super-Resolution 2022.01.31 YouTube PDF 14 Gachon (Kiho Choi) Video Super Resolution Based on Deep Convolution Neural Network With Two-Stage Motion Compensation 2022.02.07 YouTube PDF