2023

TAGE: Task-Agnostic Graph Explainers
2023.01.11
발표자: 지혜림
발표일자: 2023-01-11
저자: Yaochen Xie, Sumeet Katariya, Xianfeng Tang, Edward W Huang, Nikhil Rao, Karthik Subbian, Shuiwang Ji
학회명: NeurIPS 2022

Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds
2023.01.11
발표자: 최준수
발표일자: 2023-01-11
저자: Minhyun Lee, Dongseob Kim, Hyunjung Shim
학회명: CVPR 2022
2022

Promoting Semantic Connectivity : Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization
2022.12.21
발표자: 이진섭
발표일자: 2022-12-22
저자: Yuchen Liu, Yaoming Wang, Yabo Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Self-distilled StyleGAN: Towards Generation from Internet Photos
2022.12.22
발표자: 홍만수
발표일자: 2022-12-22
저자: Ron Mokady, Michal Yarom, Omer Tov, Oran Lang, Daniel Cohen-Or, Tali Dekel, Michal Irani, Inbar Mosseri

PGExplainer: Parameterized Explainer for Graph Neural Network
2022.12.14
발표자: 지혜림
발표일자: 2022-12-15
저자: Dongsheng Luo, Wei Cheng, Dongkuan Xu, Wenchao Yu, Bo Zong, Haifeng Chen, Xiang Zhang
학회명: NeurIPS 2020

Template-free Prompt Tuning for Few-shot NER
2022.12.15
발표자: 안지민
발표일자: 2022-12-15
저자: Ruotian Ma1, Xin Zhou1, Tao Gui2, Yiding Tan1, Linyang Li1, Qi Zhang1, Xuanjing Huang1
학회명: NAACL 2021
Unsupervised Domain Generalization by Learning a Bridge Across Domains
2022.12.15
발표자: 김누리
발표일자: 2022-12-15
저자: Harary, Sivan, et al.
학회명: CVPR 2022

Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization
2022.11.23
발표자: 최윤석
발표일자: 2022-11-23
저자: Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Weiran Xu, Huixing Jiang, Wei Wu, Yanan Wu
학회명: NAACL 2022

Selective-Supervised Contrastive Learning with Noisy Labels
2022.11.23
발표자: 송경렬
발표일자: 2022-11-23
저자: Shikun Li1,2, Xiaobo Xia3, Shiming Ge1,2*, Tongliang Liu3
학회명: CVPR 2022

Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation
2022.11.09
발표자: 최준수
발표일자: 2022-11-09
저자: Zhaozheng Chen, Tan Wang, Xiongwei Wu et al.
학회명: CVPR 2022

Acknowledging the Unknown for Multi-label Learning with Single Positive Labels
2022.11.09
발표자: 송경렬
발표일자: 2022-11-09
저자: Donghao Zhou, Pengfei Chen, Qiong Wang, Guangyong Chen, and Pheng-Ann Heng
학회명: ECCV 2022

Sharpness-Aware Minimization for Efficiently Improving Generalization
2022.11.09
발표자: 안재한
발표일자: 2022-11-09
저자: Pierre Foret, Ariel Kleiner, Hossein Mobahi, and Behnam Neyshabur
학회명: ICLR 2021

Generalized Few-shot Semantic Segmentation
2022.11.02
발표자: 박은미
발표일자: 2022-11-02
저자: Zhuotao Tian
학회명: CVPR_2022

SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning
2022.11.02
발표자: 양희윤
발표일자: 2022-11-02
저자: Eunkyu Oh, Taehun Kim, Minsoo Kim, Yunhu Ji, Sushil Khyalia
학회명: AAAI ’22: Deep Learning on Graphs: Methods and Applications Workshop

Crafting Adversarial Examples for Neural Machine Translation
2022.11.02
발표자: 김효준
발표일자: 2022-11-02
저자: Xinze Zhang, Junzhe Zhang, Zhenhua Chen, Kun He
학회명: ACL 2021

Soft-Labeled Contrastive Pre-training for Function-level Code Representation
2022.11.02
발표자: 나철원
발표일자: 2022-11-02
저자: Xiaonan Li, Daya Guo, Yeyun Gong, Yun Lin, Yelong Shen, Xipeng Qiu, Daxin Jiang, Weizhu Chen, Nan Duan
학회명: Findings of EMNLP 2022

Learn from Others and Be Yourself in Heterogeneous Federated Learning
2022.10.26
발표자: 강용훈
발표일자: 2022-10-26
저자: Wenke Huang, Mang Ye, Bo Du
학회명: CVPR 2022

Multivariate Time-series Anomaly Detection via Graph Attention Network
2022.10.26
발표자: 신효정
발표일자: 2022-10-26
저자: Hang Zhao , Yujing Wang, Juanyong Duan , Congrui Huang, Defu Cao, Yunhai Tong , Bixiong Xu , Jing Bai , Jie Tong , Qi Zhang
학회명: ICDM 2020

Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
2022.10.26
발표자: 임지영
발표일자: 2022-10-26
논문지: CVPR2022