2022

Text Smoothing : Enhance Various Data Augmentation Methods on Text Classification Tasks
2022.04.04
발표자: 김호승     발표일자: 2022-04-04     저자: Xing Wu, Chaochen Gao, Meng Lin, Liangjun Zang, Zhongyuan Wang, Songlin Hu     학회명: ACL 2020    

Natural Attack for Pre-trained Models of Code
2022.03.28
발표자: 나철원     발표일자: 2022-03-28     저자: Zhou Yang, Jieke Shi, Junda He and David Lo     학회명: ICSE 2022    

Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting
2022.03.28
발표자: 신재민     발표일자: 2022-03-28     저자: Giorgos Bouritsas     학회명: ICML 2020    

DGCN: Diversified Recommendation with Graph Convolution Networks
2022.03.28
발표자: 양희윤     발표일자: 2022-03-28     저자: Yu Zheng, Chen Gao, Liang Chen, Depeng Jin, Yong Li     학회명: WWW ’21    

Divergence-aware Federated Self-Supervised Learning
2022.03.22
발표자: 강용훈     발표일자: 2022-03-22     저자: Weiming Zhuang, Yonggang Wen, Shuai Zhang     학회명: ICLR 2022    

Recurrent Auto-Encoder with Multi-Resolution Ensemble and Predictive Coding for Multivariate Time-Series Anomaly Detection(RAE-MEPC)
2022.03.22
발표자: 신효정     발표일자: 2022-03-22     저자: Heejeong Choi, Subin Kim, and Pilsung Kang     학회명: arXiv, 21 Feb 2022    

Camouflaged Object Segmentation with Distraction Mining
2022.03.22
발표자: 임지영     발표일자: 2022-03-22    

WIRING UP VISION:MINIMIZING SUPERVISED SYNAPTIC UPDATES NEEDED TO PRODUCE A PRIMATE VENTRAL STREAM
2022.03.23
발표자: 안재한     발표일자: 2022-03-22     저자: Franziska Geiger ~Franziska_Geiger1 , Martin Schrimpf, Tiago Marques, James J. DiCarlo     학회명: ICLR2022    

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    

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

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    

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    

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    

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)    

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    

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    

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    

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