2022

DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks
2022.09.14
발표자: 신재민     발표일자: 2022-09-14     저자: Pál András Papp     학회명: NeurIPS 2021    

RSCFed: Random Sampling Consensus Federated Semi-supervised Learning
2022.09.07
발표자: 홍만수     발표일자: 2022-09-07     저자: Xiaoxiao Liang, Yuqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li     학회명: CVPR 2022    

Federated Multi-Target Domain Adaptation
2022.09.07
발표자: 강용훈     발표일자: 2022-09-07     저자: Chun-Han Yao, Boqing Gong, Hang Qi, Yin Cui, Yukun Zhu, Ming-Hsuan Yang     학회명: WACV 2022    

CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations
2022.09.07
발표자: 김호승     발표일자: 2022-09-07     저자: Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng     학회명: ACL 2022 Findings    

A ConvNet for the 2020s
2022.09.07
발표자: 임지영     발표일자: 2022-09-07    

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    

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    

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    

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    

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

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    

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    

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    

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    

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    

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    

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