Seminar

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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