2022
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
DGCN: Diversified Recommendation with Graph Convolution Networks
2022.03.28
발표자: 양희윤
발표일자: 2022-03-28
저자: Yu Zheng, Chen Gao, Liang Chen, Depeng Jin, Yong Li
학회명: WWW ’21
Divergence-aware Federated Self-Supervised Learning
2022.03.22
발표자: 강용훈
발표일자: 2022-03-22
저자: Weiming Zhuang, Yonggang Wen, Shuai Zhang
학회명: ICLR 2022
Recurrent Auto-Encoder with Multi-Resolution Ensemble and Predictive Coding for Multivariate Time-Series Anomaly Detection(RAE-MEPC)
2022.03.22
발표자: 신효정
발표일자: 2022-03-22
저자: Heejeong Choi, Subin Kim, and Pilsung Kang
학회명: arXiv, 21 Feb 2022