2021
Can You Really Backdoor Federated Learning?
2021.01.06
발표자: 임지영
발표일자: 2020-12-30
저자: Ziteng Sun, Peter Kairouz, Ananda Theertha Suresh, H. Brendan McMahan
학회명: the 2nd International Workshop on Federated Learning for Data Privacy and Confidentiality at NeurIPS 2019
GraphCodeBERT: Pre-training Code Representations with Data Flow
2021.01.06
발표자: 최윤석
발표일자: 2020-12-30
저자: Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou,Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng,Colin Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, and Ming Zhou
학회명: ICLR 2021
Activation function impact on Sparse Neural Networks
2021.01.06
발표자: 신재민
발표일자: 2020-12-30
저자: Adam Dubowski
학회명: arXiv 2020
2020
Weight Poisoning Attacks on Pre-trained Models
2020.12.29
발표자: 김사무엘
발표일자: 2020-12-24
저자: Keita Kuria, Paul Michel, Graham Neubig
학회명: ACL 2020
Self-Attention Generative Adversarial Networks
2020.12.29
발표자: 서호용
발표일자: 2020-12-24
저자: Han Zhang, Ian Goodfellow, Dimitris Metaxas, Augustus Odena
학회명: ICML 2019
Silicon Wafer Map Defect Classification Using Deep Convolutional Neural Network With Data Augmentation
2020.12.29
발표자: 박진아
발표일자: 2020-12-24
저자: Ashadullah Shawon, Md Omar Faruk, Masrur Bin Habib, Abdullah Mohammad Khan
학회명: 2019 IEEE 5th International Conference on Computer and Communications
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
2020.12.21
발표자: Eden
발표일자: 2020-12-09
저자: Abdelrahman Mohamed, Omer Levy, Ves Stoyanov, Luke Zettlemoyer (Facebook AI)
학회명: ACL 2020
End-to-End Object DEtection with TRansformers (DETR)
2020.12.21
발표자: 강석규
발표일자: 2020-12-09
저자: Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, Sergey Zagoruyko (Facebook AI)
학회명: ECCV 2020
AirFace: Lightweight and Efficient Model for Face Recognition
2020.12.21
발표자: 김누리
발표일자: 2020-12-09
저자: Li, Xianyang, et al
학회명: Proceedings of the IEEE International Conference on Computer Vision Workshops. 2019
High-frequency Component Helps Explain the Generalization of Convolutional Neural Networks
2020.12.21
발표자: 조영성
발표일자: 2020-12-09
저자: Haohan Wang, Xindi Wu, Zeyi Huang, Eric P. Xing
학회명: CVPR 2020
Distribution Aligning Refinery of Pseudo-label for imbalanced Semi-supervised Learning
2020.12.02
발표자: 박은미
발표일자: 2020-12-02
저자: Jaehyung Kim
학회명: 34th Conference on Neural Information Processing Systems (NeurIPS 2020)
YOLACT : Real-time Instance Segmentation
2020.12.02
발표자: 이진섭
발표일자: 2020-12-02
저자: Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee
학회명: ICCV 2019
Simple and Deep Graph Convolutional Networks
2020.12.02
발표자: 김가형
발표일자: 2020-12-02
저자: Ming Chen, Zhewei Wei, Zengfeng Huang, Bolin Ding, Yaliang Li
학회명: ICML 2020
DIVIDEMIX :LEARNING WITH NOISY LABELS AS SEMI-SUPERVISED LEARNING
2020.12.01
발표자: 노순철
발표일자: 2020-11-25
저자: Junnan Li, Richard Socher, Steven C.H.Hoi
학회명: ICLR 2020
RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series
2020.12.02
발표자: 신효정
발표일자: 2020-11-25
저자: Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Huan Xu, Shenghuo Zhu
학회명: AAAI 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
2020.12.02
발표자: 나철원
발표일자: 2020-11-25
저자: Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li and Peter J. Liu
학회명: Journal of Machine Learning Research(JMLR) 2019
Camouflaged Object Detection
2020.12.02
발표자: 홍만수
발표일자: 2020-11-25
저자: Deng-Ping Fan, Ge-Peng Ji, Suolei Sun, Ming-Ming Cheng, Jianbing Shen, Ling Shao
학회명: CVPR 2020
SenticNet6 : Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis
2020.11.23
발표자: 김호승
발표일자: 2020-11-18
저자: Erik Cambria, Yang Li, Frank Z. Xing, Soujanya Poria, Kenneth Kwok
학회명: CIKM 2020
RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks
2020.11.23
발표자: 신효정
발표일자: 2020-11-18
저자: Jingkun Gao, Xiaomin Song, Qingsong Wen, Pichao Wang, Liang Sun, Huan Xu
학회명: WORKSHOP ON MINING AND LEARNING FROM TIME SERIES (MiLeTS), 2020