2022

Do Vision Transformers See Like Convolutional Neural Networks?
2022.06.10
발표자: 안재한     발표일자: 2022-06-10     저자: Maithra Raghu, Thomas Unterthiner, Simon Kornblith, Chiyuan Zhang, Alexey Dosovitskiy     학회명: NeurIPS2021    

When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation
2022.05.09
발표자: 김호승     발표일자: 2022-05-09     학회명: ACL2022    

Likelihood Ratios for Out-of-Distribution Detection
2022.05.09
발표자: 노순철     발표일자: 2022-05-09     저자: Jie Ren, et al.     학회명: NeurIPS 2019    

Topological Attention for Time Series Forecasting
2022.05.09
발표자: 신효정     발표일자: 2022-05-09     저자: Sebastian Zeng, Florian Graf, Christoph Hofer, Roland Kwitt     학회명: NeurIPS 2021    

Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast
2022.05.09
발표자: 윤수현     발표일자: 2022-05-09     저자: Ye Du, Zehua Fu, Qingjie Liu*, Yunhong Wang     학회명: CVPR 2022    

Multi-Label Image Recognition with Graph Convolutional Networks
2022.05.02
발표자: 이진섭     발표일자: 2022-05-02     저자: Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu     학회명: CVPR 2019    

Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks
2022.05.02
발표자: 조영성     발표일자: 2022-05-02     저자: Ali Shafahi, W Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, and Tom Goldstein.     학회명: NIPS 2018     논문지: Advances in Neural Information Processing Systems, pages 6103–6113, 2018.    

Unsupervised Translation of Programming Languages
2022.04.25
발표자: 고설준     발표일자: 2022-04-25     저자: Marie-Anne Lachaux, Baptiste Roziere, Lowik Chanussot, Guillaume Lample     학회명: NeurIPS 2020    

Activated Gradients for Deep Neural Networks
2022.04.25
발표자: 지혜림     발표일자: 2022-04-25     저자: Mei Liu, Liangming Chen, Xiaohao Du, Long Jin, Senior Member, IEEE, and Mingsheng Shang     학회명: TNNLS(IEEE Transactions on Neural Networks and Learning Systems)    

UNSUPERVISED CLUSTERING USING PSEUDO-SEMISUPERVISED LEARNING
2022.04.25
발표자: 김누리     발표일자: 2022-04-25     저자: Gupta, Divam, et al.     학회명: International Conference on Learning Representations (ICML, 2020)    

Boosting Contrastive Self-Supervised Learning with False Negative Cancellation
2022.04.25
발표자: 송경렬     발표일자: 2022-04-25     저자: Tri-Huynh* , Simon Kornblith, Matthew R. Walter, Michael Maire, Maryam Khademi     학회명: WACV 2022    

DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering
2022.04.18
발표자: 안지민     발표일자: 2022-04-18     저자: Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian     학회명: ACL 2020    

EDITSUM: A Retrieve-and-Edit Framework for Source Code Summarization
2022.04.18
발표자: 최윤석     발표일자: 2022-04-18     저자: Jia Li, Yongmin Li, Ge Li, Xing Hu, Xin Xia, Zhi Jin     학회명: ASE 2021    

AFGRL : Augmentation-Free Self-Supervised Learning on Graphs
2022.04.18
발표자: 김효준     발표일자: 2022-04-18     저자: Namkyeong Lee, Junseok Lee, Chanyoung Park     학회명: AAAI 2022    

Self-Supervised Graph Co-Training for Session-based Recommendation
2022.04.18
발표자: 김가형     발표일자: 2022-04-18     저자: Xin Xia, Hongzhi Yin, Junliang Yu, Yingxia Shao, Lizhen Cui     학회명: CIKM 2021    

General Multi-label Image Classification with Transformers
2022.04.04
발표자: 박은미     발표일자: 2022-04-04     저자: Jack Lanchantin,     학회명: cvpr 2021    

Self-Supervised Learning for Generalizable Out-of-Distribution Detection
2022.04.04
발표자: 박성준     발표일자: 2022-04-04     저자: Sina Mohseni, Mandar Pitale, JBS yadawa, Zhangyang Wang     학회명: AAAI-2020    

Text Smoothing : Enhance Various Data Augmentation Methods on Text Classification Tasks
2022.04.04
발표자: 김호승     발표일자: 2022-04-04     저자: Xing Wu, Chaochen Gao, Meng Lin, Liangjun Zang, Zhongyuan Wang, Songlin Hu     학회명: ACL 2020    

Natural Attack for Pre-trained Models of Code
2022.03.28
발표자: 나철원     발표일자: 2022-03-28     저자: Zhou Yang, Jieke Shi, Junda He and David Lo     학회명: ICSE 2022    

Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting
2022.03.28
발표자: 신재민     발표일자: 2022-03-28     저자: Giorgos Bouritsas     학회명: ICML 2020