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    

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

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    

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    

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    

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
2022.07.13
발표자: 나철원     발표일자: 2022-07-13     저자: Yue Wang, Weishi Wang, Shafiq Joty, and Steven C.H. Hoi     학회명: EMNLP 2021    

Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation
2022.07.13
발표자: 윤수현     발표일자: 2022-07-13     저자: Yuyuan Liu, Yu Tian, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis, Gustavo Carneiro     학회명: CVPR 2022    

Rep VGG: Making VGG-style ConvNet Again
2022.07.14
발표자: 장성인     발표일자: 2022-07-13     저자: Xiaohan Ding     학회명: CVPR    

On the Evaluation of Neural Code Summarization
2022.06.29
발표자: 최윤석     발표일자: 2022-06-29     저자: Ensheng Shi; Yanlin Wang; Lun Du; Junjie Chen; Shi Han; Hongyu Zhang; Dongmei Zhang; Hongbin Sun     학회명: ICSE 2022    

Large Loss Matters in Weakly Supervised Multi-Label Classification
2022.06.29
발표자: 송경렬     발표일자: 2022-06-29     저자: Youngwook Kim1* , Jae Myung Kim2*, Zeynep Akata2,3,4, Jungwoo Lee1,5     학회명: CVPR 2022    

Consistent Explanations by Contrastive Learning
2022.06.29
발표자: 김누리     발표일자: 2022-06-29     저자: Pillai, Vipin, et al.     학회명: CVPR 2022    

Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection
2022.06.22
발표자: 지혜림     발표일자: 2022-06-22     저자: Dong Gong1 , Lingqiao Liu1 , Vuong Le2 , Budhaditya Saha2 , Moussa Reda Mansour3 , Svetha Venkatesh2 , Anton van den Hengel     학회명: ICCV 2019    

Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation?
2022.06.22
발표자: 임지영     발표일자: 2022-06-22     학회명: CVPR 2022    

Improved Transformer for High-Resolution GANs
2022.06.22
발표자: 신재민     발표일자: 2022-06-22     저자: Long Zhao     학회명: NeurIPS 2021    

C2L: Causally Contrastive Learning for Robust Text Classification
2022.06.15
발표자: 김효준     발표일자: 2022-06-15     저자: Seungtaek Choi, Myeongho Jeong, Hojae Han, Seung won Hwang     학회명: AAAI 2022    

Contrast Learning Visual Attention for Multi Label Classification
2022.06.15
발표자: 이진섭     발표일자: 2022-06-15     저자: Son D.Dao, Ethan Zhao, Dinh Phung, Jianfei Cai     학회명: Arxiv.    

CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space
2022.06.14
발표자: 양희윤     발표일자: 2022-06-14     저자: Yupeng Hou, Binbin Hu, Zhipiang Zhang, Wayne Xin Zhao     학회명: SIGIR 2022