2022

AUM: Identifying Mislabeled Data using the Area Under the Margin Ranking
2022.01.16
발표자: 강석규     발표일자: 2022-01-18     저자: Geoff Pleiss, Tianyi Zhang, Ethan R. Elenberg, Kilian Q. Weinberger     학회명: NIPS2022    

Collaborative Unsupervised Visual Representation Learning from Decentralized Data
2022.01.18
발표자: 강용훈     발표일자: 2022-01-18     저자: Weiming Zhuang, Xin Gan , Yonggang Wen , Shuai Zhang , Shuai Yi     학회명: ICCV 2021    

Can We Gain More from Orthogonality Regularizations in Training Deep CNNs?
2022.01.18
발표자: 안재한     발표일자: 2022-01-18     저자: Nitin Bansal, Xiaohan Chen, Zhangyang Wang     학회명: NeurIPS 2018    

Federated Semi-supervised Learning with Inter-client Consistency & Disjoint Learning
2022.01.10
발표자: 홍만수     발표일자: 2022-01-11     저자: Wonyong Jeong, Jaehong Yoon, Eunho Yang, Sung Ju Hwang     학회명: ICLR 2021    

CutPaste: Self-Supervised Learning for Anomaly Detection and Localization
2022.01.11
발표자: 박은미     발표일자: 2022-01-11     저자: Chun-Liang Li     논문지: CVPR2021    

MUTUAL INFORMATION STATE INTRINSIC CONTROL
2022.01.11
발표자: 길창배     발표일자: 2022-01-11     저자: Rui Zhao, Yang Gao, Pieter Abbeel, Volker Tresp, Wei Xu     학회명: ICLR 2021    

Asynchronous Methods for Deep Reinforcement Learning (A3C)
2022.01.11
발표자: 채경훈     발표일자: 2022-01-11     저자: Volodymyr Mnih, Adrià Puigdomènech Badia, Mehdi Mirza, Alex Graves, Tim Harley, Timothy P. Lillicrap, David Silver, Koray Kavukcuoglu     학회명: ICML-2016    

2021

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

Anomaly detection in multidimensional time series - a graph-based approach
2021.12.28
발표자: 신효정     발표일자: 2022-01-04     저자: Marcus Erz, Jeremy Floyd Kielman, Bahar Selvi Uzun and Gabriele Stefanie Gühring     논문지: Journal of Physics: Complexity 2021    

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    

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    

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    

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    

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    

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