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
SCAN: Learning to Classify Images without Labels
2020.11.12
발표자: 이진호
발표일자: 2020-11-11
저자: Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool
학회명: ECCV 2020
Convolutional Neural Network for Semiconductor Wafer Defect Detection
2020.11.12
발표자: 박진아
발표일자: 2020-11-11
저자: Devika B, Neetha George
학회명: ICCCNT, IEEE 2019
Sub-center ArcFace: Boosting Face Recognition by Large-scale Noisy Web Faces
2020.11.12
발표자: 김누리
발표일자: 2020-11-04
저자: Deng, Jiankang, et al
학회명: ECCV 2020
Big Bird: Transformers for Longer Sequences
2020.11.12
발표자: 나철원
발표일자: 2020-11-04
저자: Manzil Zaheer, Guru Guruganesh, Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontanon, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed
학회명: arXiv 2020
REGULARIZING CNNS WITH LOCALLY CONSTRAINED DECORRELATIONS
2020.10.27
발표자: 전희광
발표일자: 2020-10-23
저자: Pau Rodr´ıguez, Jordi Gonzalez, Guillem Cucurull, Josep M. Gonfaus, Xavier Roca
학회명: ICLR 2017
Overfitting in adversarially robust deep learning
2020.10.27
발표자: 정동언
발표일자: 2020-10-23
저자: Leslie Rice, Eric Wong, J. Zico Kolter
학회명: ICML 2020
Big Self-Supervised Models are Strong Semi-Supervised Learners
2020.11.11
발표자: 박은미
발표일자: 2020-10-23
저자: Ting Chen