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