2022

GETAM: Gradient-weighted Element-wise Transformer Attention Map for Weakly-supervised Semantic segmentation
2022.01.04
발표자: 윤수현     발표일자: 2022-01-04     저자: Weixuan Sun, Jing Zhang, Zheyuan Liu, Yiran Zhong, Nick Barnes     학회명: arXiv 2021    

2021

Directional Graph Networks
2021.12.28
발표자: 신재민     발표일자: 2022-01-04     저자: Dominique Beaini, Saro Passaro     학회명: ICML 2021    

Revisiting Skeleton-based Action Recognition
2021.12.21
발표자: 배현재     발표일자: 2021-12-21     저자: Haodong Duan, Yue Zhao, Kai Chen, Dian Shao, Dahua Lin, Bo Dai     학회명: CVPR 2021    

On the Transferability of Adversarial Attacks against Neural Text Classifier
2021.12.21
발표자: 나철원     발표일자: 2021-12-21     저자: Liping Yuan et al.     학회명: EMNLP 2021    

A2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation
2021.12.21
발표자: 임지영     발표일자: 2021-12-21     저자: Miao Hu     학회명: CVPR 2021    

SimCSE: Simple Contrastive Learning of Sentence Embeddings
2021.12.20
발표자: 김호승     발표일자: 2021-12-21     저자: Tianyu Gao, Xingcheng Yao, Danqi Chen     학회명: EMNLP2021    

Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy(cover)
2021.12.15
발표자: 노순철     발표일자: 2021-12-15     저자: Qing Yu, Kiyoharu Aizawa     학회명: ICCV 2019    

CMT: Convolutional Neural Networks Meet Vision Transformers
2021.12.15
발표자: 김유성     발표일자: 2021-12-15     저자: Jianyuan Guo, et al.     논문지: arXiv    

Proximal Policy Optimization Algorithms
2021.12.15
발표자: 길창배     발표일자: 2021-12-15     저자: John Schulman, Filip Wolski, Prafulla Dhariwal, Alec Radford, Oleg Klimov     논문지: arxiv 2017    

Adversarial Robustness Across Representation Spaces
2021.11.30
발표자: 조영성     발표일자: 2021-11-30     저자: Pranjal Awasthi, George Yu, Chun-Sung Ferng, Andrew Tomkins, Da-Cheng Juan     학회명: CVPR 2021    

Generating Adversarial Computer Programs using Optimized Obfuscations
2021.11.30
발표자: 김사무엘     발표일자: 2021-11-30     저자: Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, Una-May O’Reilly     학회명: ICLR 2021    

Understanding Dimensional Collapse In Contrastive Self-Supervised Learning
2021.11.30
발표자: 이진섭     발표일자: 2021-11-30     저자: Li Jing , Pascal Vincent, Yann LeCun, Yuandong Tian     학회명: ICLR 2022    

Game of Gradients: Mitigating Irrelevant Clients in Federated Learning
2021.11.23
발표자: 강용훈     발표일자: 2021-11-23     저자: Lokesh Nagalapatti, Ramasuri Narayanam     학회명: AAAI 2021    

FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling
2021.11.23
발표자: 김누리     발표일자: 2021-11-23     저자: Zhang, Bowen, et al.     학회명: Advances in Neural Information Processing Systems 34 (2021)    

MAE: Masked Autoencoders Are Scalable Vision Leanrners
2021.11.23
발표자: 강석규     발표일자: 2021-11-23     저자: Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Doll´ar, and Ross Girshick    

Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss
2021.11.23
발표자: 안재한     발표일자: 2021-11-23     저자: Jeff Z. HaoChen, Colin Wei, Adrien Gaidon, Tengyu Ma     학회명: NeurIPS2021    

Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation
2021.11.16
발표자: 양희윤     발표일자: 2021-11-16     저자: Chao Huang, Jiahui Chen, Lianghao Xia, Yong Xu, Peng Dai, Yanqing Chen, Liefeng Bo, Jiashu Zhao, Jimmy Xiangji Huang     학회명: AAAI 2021    

Dual Sparse Attention Network for Session-based Recommendation(AAAI-21)
2021.11.16
발표자: 김가형     발표일자: 2021-11-16     저자: Jiahao Yuan, Zihan Song, Mingyou Sun, Xiaoling Wang, Wayne Xin Zhao     학회명: AAAI 2021    

Dynamically Weighted Balanced Loss: Class Imbalanced Learning and Confidence Calibration of Deep Neural Networks
2021.11.16
발표자: 박은미     발표일자: 2021-11-16     저자: K. Ruwani M. Fernando     논문지: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS    

DGMN: Dynamic Graph Message Passing Networks
2021.11.16
발표자: 신재민     발표일자: 2021-11-16     저자: Li Zhang, Dan Xu, Anurag Arnab, Philip H.S. Torr     학회명: CVPR 2020