2021

CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
2021.05.13
발표자: 김누리     발표일자: 2021-05-13     저자: Li, Junnan, Caiming Xiong, and Steven Hoi     학회명: arXiv preprint arXiv:2011.11183 (2020)    

FEDBN: FEDERATED LEARNING ON NON-IID FEATURES VIA LOCAL BATCH NORMALIZATION
2021.05.13
발표자: 임지영     발표일자: 2021-05-13     저자: Xiaoxiao Li ∗     학회명: ICLR2021    

SIT3: Code Summarization with Structure-Induced Transformer
2021.05.13
발표자: 최윤석     발표일자: 2021-05-13     저자: Hongqiu Wu, Hai Zhao, Min Zhang    

Gradient-based Adversarial Attacks against Text Transformers
2021.05.13
발표자: 김사무엘     발표일자: 2021-05-13     저자: Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, Douwe Kiela    

Do ImageNet Classifiers Generalize to ImageNet?
2021.04.28
발표자: 조영성     발표일자: 2021-04-28     저자: Benjamin Recht, Rebecca Roelofs, Ludwig Schmidt, Vaishaal Shankar     학회명: International Conference on Machine Learning    

Unsupervised Text Style Transfer with Padded Masked Language Models
2021.04.28
발표자: Eden     발표일자: 2021-04-28     저자: Eric Malmi, Aliaksei Severyn, Sascha Rothe     학회명: EMNLP 2020    

an Alternative Approach to Efficient Ensemble and Lifelong Learning
2021.04.28
발표자: 강석규     발표일자: 2021-04-28     저자: Yeming Wen, Dustin Tran, Jimmy Ba     학회명: ICLR2020    

Continual Local Training for Better Initialization of Federated Models, Overcoming Forgetting in Federated Learning on Non-IID Data
2021.04.28
발표자: 강용훈     발표일자: 2021-04-28     저자: *Xin Yao, Lifeng Sun **Neta Shoham , Tomer Avidor , Aviv Keren , Nadav Israel , Daniel Benditkis , Liron Mor-Yosef , Itai Zeitak     학회명: ICIP 2020, NIPS2019 Workshop    

High-Performance Large-Scale Image Recognition Without Normalization
2021.04.21
발표자: 박은미     발표일자: 2021-04-21     저자: Andrew Brock    

FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks
2021.04.21
발표자: 김가형     발표일자: 2021-04-21     저자: Chaoyang He & Keshav Balasubramanian & Emir Ceyani ∗     학회명: ICLR 2021, MLsys 2021    

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
2021.04.07
발표자: 윤수현     발표일자: 2021-04-07     저자: Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo     학회명: arXiv 2021    

BERT-ATTACK: Adversarial Attack Against BERT Using BERT
2021.04.07
발표자: 나철원     발표일자: 2021-04-07     저자: Linyang Li, Routian Ma, Qipeng Guo, Xiangyang Xue, Xipeng Qiu     학회명: EMNLP 2020    

Detecting Out-of-Distribution Examples with Gram Matrices
2021.04.07
발표자: 노순철     발표일자: 2021-04-07     저자: Chandramouli S. Sastry, Sageev Oore 1     학회명: ICML2020    

Language-Agnostic Representation Learning of Source Code from Structure and Context
2021.04.07
발표자: 최윤석     발표일자: 2021-04-07     저자: Danil Zugner, Tobias Kirschstein, Michele Catasta, Jure Leskovec, Stephan Gunnemann     학회명: ICLR 2021    

Learning Transferable Visual Models from Natural Language Supervision
2021.03.31
발표자: 홍만수     발표일자: 2021-03-31     저자: Alec Radford et al.    

Exploring Simple Siamese Representation Learning
2021.03.31
발표자: 임지영     발표일자: 2021-03-31     저자: Xinlei Chen, Kaiming He    

BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series
2021.03.31
발표자: 신효정     발표일자: 2021-03-31     저자: B. Zhou, S. Liu, B. Hooi, X. Cheng, and J. Ye     학회명: International Joint Conference on Artificial Intelligence, (IJCAI), 2019    

Contrastive Learning with Adversarial Perturbations for Conditional Text Generation
2021.03.24
발표자: 김사무엘     발표일자: 2021-03-24     저자: Seanie Lee, Dong Bok Lee, Sung Ju Hwang     학회명: ICLR 2021    

Efficient Attention: Attention with Linear Complexities
2021.03.24
발표자: 신재민     발표일자: 2021-03-24     저자: Shen Zhuoran     학회명: WACV 2021    

Towards Faster and Stabilized GAN Training for High-Fidelity Few-Shot Image Synthesis
2021.03.24
발표자: 서호용     발표일자: 2021-03-24     저자: Bingchen Liu and etc.     학회명: ICLR 2021