2021

RECURRENT EXPERIENCE REPLAY IN DISTRIBUTED REINFORCEMENT LEARNING
2021.10.05
발표자: 길창배     발표일자: 2021-10-05     저자: Steven Kapturowski, Georg Ostrovski, John Quan, Remi Munos, Will Dabney     학회명: 2019 ICLR    

Semi-supervised Domain Adaptation via Minimax Entropy
2021.09.28
발표자: 이진섭     발표일자: 2021-09-28     저자: Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Trevor Darrell and Kate Saenko     학회명: ICCV 2019    

Long-tail Session-based Recommendation
2021.09.28
발표자: 양희윤     발표일자: 2021-09-28     저자: Siyi Liu, Yujia Zheng     학회명: RecSys ’20: Fourteenth ACM Conference on Recommender Systems    

Grey-box Adversarial Attack And Defence For Sentiment Classification
2021.09.28
발표자: 나철원     발표일자: 2021-09-28     저자: Ying Xu, Xu Zhong, Antonio Jimeno Yepes, Jey Han Lau     학회명: NAACL 2021    

Federated Learning Based on Dynamic Regularization
2021.09.14
발표자: 홍만수     발표일자: 2021-09-14     저자: Durmus Alp Emre Acar, Yue Zhao, Ramon Matas Navarro, Matthew Mattina, Paul N. Whatmough, Venkatesh Saligrama     학회명: ICLR 2021    

Similarity of Neural Network Representations Revisited
2021.09.14
발표자: 안재한     발표일자: 2021-09-14     저자: Simon Kornblith, Mohammad Norouzi, Honglak Lee, Geoffrey Hinton     학회명: ICML 2019    

HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation
2021.09.14
발표자: 배현재     발표일자: 2021-09-14     저자: Bowen Cheng¹ , Bin Xiao², Jindong Wang², Honghui Shi 1,3, Thomas S. Huang,¹ Lei Zhang²     학회명: CVPR 2020    

Phrase-Based & Neural Unsupervised Machine Translation
2021.09.14
발표자: 고설준     발표일자: 2021-09-14     저자: Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc’Aurelio Ranzato     학회명: EMNLP 2018    

World Model: Recurrent World Models Facilitate Policy Evolution
2021.09.07
발표자: 채경훈     발표일자: 2021-09-07     저자: David Ha, Jürgen Schmidhuber     학회명: NIPS-2018    

Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision
2021.09.07
발표자: 윤수현     발표일자: 2021-09-07     저자: Xiaokang Chen, Yuhui Yuan, Gang Zeng, Jingdong Wang     학회명: CVPR 2021    

Outlier Exposure with Confidence Control for Out-of-Distribution Detection
2021.09.07
발표자: 노순철     발표일자: 2021-09-07     저자: Aristotelis-Angelos Papadopoulos & Mohammad Reza Rajati & Nazim Shaikh & Jiamian Wang     논문지: Journal in Neurocomputing 2021    

Adversarial Self-Supervised Contrastive Learning
2021.09.01
발표자: 조영성     발표일자: 2021-09-01     저자: Minseon Kim, Jihoon Tack, Sung Ju Hwang     학회명: NeurIPS 2020    

CoAtNet: Marrying Convolution and Attention for All Data Sizes
2021.09.01
발표자: 박은미     발표일자: 2021-09-01     저자: Zihang Dai, Hanxiao Liu, Quoc V. Le, Mingxing Tan    

INTERPRETING GRAPH NEURAL NETWORKS FOR NLP WITH DIFFERENTIABLE EDGE MASKING
2021.09.01
발표자: 김호승     발표일자: 2021-09-01     저자: Michael Sejr Schlichtkrull, Nicola De Cao, Ivan Titov     학회명: ICLR2021    

Evaluation metrics for anomaly detection algorithms in time-series
2021.09.01
발표자: 신효정     발표일자: 2021-09-01     저자: György Kovács, Gheorghe Sebestyen, Anca Hangan     학회명: Informatica, 2020    

How Well Do Self-Supervised Models Transfer
2021.08.18
발표자: 이진섭     발표일자: 2021-08-18     저자: Linus Ericsson¹ , Henry Gouk¹, Timothy M.Hospedales¹     학회명: CVPR 2021    

Object-Centric Learning with Slot Attention
2021.08.18
발표자: 신재민     발표일자: 2021-08-18     저자: Francesco Locatello     학회명: NeurIPS 2020    

Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces
2021.08.18
발표자: 안재한     발표일자: 2021-08-18     저자: Alireza Zaeemzadeh, Niccolò Bisagno, Zeno Sambugaro, Nicola Conci, Nazanin Rahnavard, Mubarak Shah     학회명: CVPR 2021    

WORD TRANSLATION WITHOUT PARALLEL DATA
2021.08.18
발표자: 고설준     발표일자: 2021-08-18     저자: Alexis Conneau∗ † ‡ , Guillaume Lample∗ † § , Marc’Aurelio Ranzato† , Ludovic Denoyer§ , Herve J ´ egou ´ †     학회명: ICLR 2018    

Class-Imbalanced Semi-Supervised Learning
2021.08.11
발표자: 김누리     발표일자: 2021-08-11     저자: Hyun, Minsung, Jisoo Jeong, and Nojun Kwak.     학회명: arXiv preprint arXiv:2002.06815 (2020).