2022

Propagation Regularizer for Semi-supervised Learning with Extremely Scarce Labeled Samples
2022.08.31
발표자: 김누리     발표일자: 2022-08-31     저자: Noo-ri Kim and Jee-Hyong Lee     학회명: CVPR 2022    

DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation
2022.08.31
발표자: 장성인     발표일자: 2022-08-31     저자: haoyue bai     학회명: AAAI 2021    

Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation
2022.08.31
발표자: 윤수현     발표일자: 2022-08-31     저자: Qi Chen, Lingxiao Yang, Jianhuang Lai, Xiaohua Xie     학회명: CVPR 2022    

Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains
2022.08.31
발표자: 이진섭     발표일자: 2022-08-31     저자: Haiyang Yang, Meilin Chen, Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang     학회명: Arxiv.    

How Much More Data Do I Need?
2022.08.24
발표자: 지혜림     발표일자: 2022-08-24     저자: Rafid Mahmood1 James Lucas1,2,3 David Acuna1,2,3 Daiqing Li1 Jonah Philion1,2,3 Jose M. Alvarez1 Zhiding Yu1 Sanja Fidler1,2,3 Marc T. Law1 1NVIDIA 2University of Toronto 3Vector Institute     학회명: CVPR 2022    

Graph Neural Network-Based Anomaly Detection in Multivariate Time Series
2022.08.24
발표자: 신효정     발표일자: 2022-08-24     저자: Ailin Deng, Bryan Hooi     학회명: AAAI, 2021    

Learning To Complete Code with Sketches
2022.08.24
발표자: 최윤석     발표일자: 2022-08-24     저자: Daya Guo, Jian Yin, Miltiadis Allamanis     학회명: ICLR 2022    

Emerging Properties in Self-Supervised Vision Transformers
2022.08.24
발표자: 임지영     발표일자: 2022-08-24     학회명: ICCV2021    

A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation
2022.08.10
발표자: 박은미     발표일자: 2022-08-10     저자: Kaixin Wang     학회명: WACV 2022    

Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models
2022.08.10
발표자: 홍만수     발표일자: 2022-08-10     저자: Zhengming Zhang, Qaoqing Yang, Zhewei Yao, Yujun Yan, Joseph E. Gonzalez, Michael W. Mahoney     학회명: IEEE ICBD 2021    

Structured Semantic Transfer for Multi-Label Recognition with Partial Labels
2022.08.10
발표자: 송경렬     발표일자: 2022-08-10     저자: Tianshui Chen1, Tao Pu2, Hefeng Wu2, Yuan Xie2, Liang Lin2*     학회명: AAAI 2022    

Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference
2022.08.10
발표자: 안지민     발표일자: 2022-08-10     저자: Timo Schick, Hinrich Schütze     학회명: EACL 2021    

Lifelong Graph Learning
2022.08.03
발표자: 신재민     발표일자: 2022-08-03     저자: Chen Wang, Yuheng Qiu, Dasong Gao, Sebastian Scherer     학회명: CVPR 2022    

ReACC: A Retrieval-Augmented Code Completion Framework
2022.08.03
발표자: 김효준     발표일자: 2022-08-03     저자: Shuai Lu, Nan Duan, Hojae Han, Daya Guo, Seung-won Hwang, Alexey Svyatkovskiy     학회명: ACL 2022    

Are Graph Augmentations Necessary? Simple Graph Contrastive Learning for Recommendation
2022.08.03
발표자: 양희윤     발표일자: 2022-08-03     저자: Junliang Yu, Hongzhi Yin, Xin Xia, Tong Chen, Lizhen Cui, Nguyen Quoc Viet Hung     학회명: SIGIR 2022    

UniXcoder: Unified Cross-Modal Pre-training for Code Representation
2022.08.03
발표자: 나철원     발표일자: 2022-08-03     저자: Daya Guo, Shuai Lu, Nan Duan, Yanlin Wang , Ming Zhou and Jian Yin     학회명: ACL 2022    

Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition
2022.07.27
발표자: 김호승     발표일자: 2022-07-27     저자: Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang1, Diyi Yang1     학회명: ACL 2022 Findings    

One-Class Predictive Autoencoder Towards Unsupervised Anomaly Detection on Industrial Time Series
2022.07.27
발표자: 신효정     발표일자: 2022-07-27     저자: Hongjing Zhang, Fangzhou Cheng, Aparna Pandey     학회명: Anomaly and Novelty Detection(ANDEA) Workshop, 2022 Aug    

Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment
2022.07.27
발표자: 강용훈     발표일자: 2022-07-27     저자: Lin Zhang, Yong Luo, Yan Bai, Bo Du, Ling-Yu Duan     학회명: ICCV 2021    

Privacy for Free: How does Dataset Condensation Help Privacy?
2022.07.26
발표자: 안재한     발표일자: 2022-07-27     저자: Tian Dong, Bo Zhao, Lingjuan Lyu     학회명: ICML2022