2022

Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models
2022.03.04
발표자: 노순철     발표일자: 2022-03-04    

FedBABU: Toward Enhanced Representation for Federated Image Classification
2022.03.04
발표자: 홍만수     발표일자: 2022-03-04     저자: Jaehoon Oh, Sangmook Kim, Se-Young Yun     학회명: ICLR 2022    

Online Knowledge Distillation for Efficient Pose Estimation
2022.03.03
발표자: 배현재     발표일자: 2022-03-04     저자: Zheng Li¹ , Jingwen Ye², Mingli Song², Ying Huang1, Zhigeng Pan1     학회명: ICCV 2021    

Channelized Axial Attention – Considering Channel Relation within Spatial Attention for Semantic Segmentation
2022.03.04
발표자: 윤수현     발표일자: 2022-03-04     저자: Ye Huang, Di Kang, Wenjing Jin, *Xiangjian He, Liu Liu     학회명: AAAI 2022    

GPipe: Easy Scaling with Micro-Batch Pipeline Parallelism
2022.02.22
발표자: 조영성     발표일자: 2022-02-22     저자: Yanping Huang, Youlong Cheng, Ankur Bapna, Orhan Firat, Mia Xu Chen, Dehao Chen, HyoukJoong Lee, Jiquan Ngiam, Quoc V. Le, Yonghui Wu, Zhifeng Chen     논문지: https://arxiv.org/abs/1811.06965    

Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering
2022.02.22
발표자: 김누리     발표일자: 2022-02-22     저자: Lerner, Boaz, Guy Shiran, and Daphna Weinshall     학회명: arXiv preprint arXiv:2012.00504 (2020)    

Deep Learning for Symbolic Mathematics
2022.02.22
발표자: 고설준     발표일자: 2022-02-22     저자: Guillaume Lample, François Charton     학회명: ICLR2020    

Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples
2022.02.22
발표자: 김유성     발표일자: 2022-02-22     저자: Mahmoud Assran et al.     학회명: ICCV 2021    

Universal Domain Adaptation through Self-Supervision
2022.02.22
발표자: 이진섭     발표일자: 2022-02-22     저자: Kuniaki Saito , Donghyun Kim, Stan Sclaroff, Kate Saenko     학회명: NIPS 2020    

Contrastive Code Representation Learning
2022.02.15
발표자: 최윤석     발표일자: 2022-02-15     저자: Paras Jain, Ajay Jain, Tianjun Zhang, Pieter Abbeel, Joseph E. Gonzalez, Ion Stoica     학회명: EMNLP 2021    

Do transformers really perform bad for graph representation?
2022.02.15
발표자: 김가형     발표일자: 2022-02-15     저자: Chengxuan Ying, Tianle Cai, Shengjie Luo, Shuxin Zheng, Guolin Ke, Di He, Yanming Shen, Tie-Yan Liu     학회명: NeurIPS 2021    

Dual Attention Transfer in Session-based Recommendation with Multi-dimensional Integration
2022.02.15
발표자: 양희윤     발표일자: 2022-02-15     저자: Chen Chen, Jie Guo, Bin Song     학회명: ACM SIGIR 2021    

Collaborative Unsupervised Visual Representation Learning from Decentralized Data
2022.01.18
발표자: 강용훈     발표일자: 2022-01-18     저자: Weiming Zhuang, Xin Gan , Yonggang Wen , Shuai Zhang , Shuai Yi     학회명: ICCV 2021    

Can We Gain More from Orthogonality Regularizations in Training Deep CNNs?
2022.01.18
발표자: 안재한     발표일자: 2022-01-18     저자: Nitin Bansal, Xiaohan Chen, Zhangyang Wang     학회명: NeurIPS 2018    

AUM: Identifying Mislabeled Data using the Area Under the Margin Ranking
2022.01.16
발표자: 강석규     발표일자: 2022-01-18     저자: Geoff Pleiss, Tianyi Zhang, Ethan R. Elenberg, Kilian Q. Weinberger     학회명: NIPS2022    

MUTUAL INFORMATION STATE INTRINSIC CONTROL
2022.01.11
발표자: 길창배     발표일자: 2022-01-11     저자: Rui Zhao, Yang Gao, Pieter Abbeel, Volker Tresp, Wei Xu     학회명: ICLR 2021    

Asynchronous Methods for Deep Reinforcement Learning (A3C)
2022.01.11
발표자: 채경훈     발표일자: 2022-01-11     저자: Volodymyr Mnih, Adrià Puigdomènech Badia, Mehdi Mirza, Alex Graves, Tim Harley, Timothy P. Lillicrap, David Silver, Koray Kavukcuoglu     학회명: ICML-2016    

Federated Semi-supervised Learning with Inter-client Consistency & Disjoint Learning
2022.01.10
발표자: 홍만수     발표일자: 2022-01-11     저자: Wonyong Jeong, Jaehong Yoon, Eunho Yang, Sung Ju Hwang     학회명: ICLR 2021    

CutPaste: Self-Supervised Learning for Anomaly Detection and Localization
2022.01.11
발표자: 박은미     발표일자: 2022-01-11     저자: Chun-Liang Li     논문지: CVPR2021    

2021

Anomaly detection in multidimensional time series - a graph-based approach
2021.12.28
발표자: 신효정     발표일자: 2022-01-04     저자: Marcus Erz, Jeremy Floyd Kielman, Bahar Selvi Uzun and Gabriele Stefanie Gühring     논문지: Journal of Physics: Complexity 2021