2023

Can Large Language Models Be an Alternative to Human Evaluation?
2023.09.20
발표자: 김호승     발표일자: 2023-09-20     저자: Cheng-Han Chiang, Hung-yi Lee     학회명: ACL 2023    

Large Selective Kernel Network for Remote Sensing Object Detection
2023.09.20
발표자: 황성준     발표일자: 2023-09-20    

Federated Learning from Pre-Trained Models: A Contrastive Learning Apporoach
2023.09.20
발표자: 강용훈     발표일자: 2023-09-20     저자: Yue Tan, Guodong Long, Jie Ma, Lu Liu, Tianyi Zhou, Jing Jiang     학회명: NeurIPS 2022    

Conflict-based cross-view consistency for semi supervised semantic segmentation
2023.09.20
발표자: 장성인     발표일자: 2023-09-20     저자: Zicheng Wang     학회명: CVPR2023    

Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation
2023.09.13
발표자: 김한별     발표일자: 2023-09-13     저자: Shuqing Bian, Wayne Xin Zhao, Kun Zhou, Jing Cai, Yancheng He, Cunxiang Yin, Ji-Rong Wen     학회명: CIKM 2021    

Seizing Critical Learning Periods in Federated Learning
2023.09.13
발표자: 홍만수     발표일자: 2023-09-13     저자: Gang Yan, Hao Wang, Jian Li     학회명: AAAI 2022    

Improving Knowledge Distillation via Regularizing Feature Norm and Direction
2023.09.13
발표자: 이재준     발표일자: 2023-09-13     저자: Yuzhu Wang, Lechao Cheng†, Manni Duan, Yongheng Wang, Zunlei Feng, Shu Kong     논문지: arxiv 2023    

CodeT5+: Open Code Large Language Models for Code Understanding and Generation
2023.09.13
발표자: 안지민     발표일자: 2023-09-13     저자: Yue Wang, Hung Le., et al     학회명: arXiv 2023    

AdCo & CaCo
2023.09.06
발표자: 이진섭     발표일자: 2023-09-06     저자: Qianjiang Hu, Xiao Wang, Wei Hu, Guo-Jun Qi | Xiao Wang, Yuhang Huang, Dan Zeng, Guo-Jun Qi     학회명: AdCo : 2021 CVPR     논문지: CaCo : 2022 IEEE TPAMI    

Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recongition
2023.09.06
발표자: 장현민     발표일자: 2023-09-06     저자: Yifan Zhang, Brryan Hooi, Lanqing Hong, Jiashi Feng     학회명: NeurIPS 2022    

Do We Really Need a Learnable Classifier at the End of Deep Neural Network?
2023.09.06
발표자: 임지영     발표일자: 2023-09-06     학회명: NeurIPS 2022    

SCOTT: Self-Consistent Chain-of-Thought Distillation
2023.08.23
발표자: 나철원     발표일자: 2023-08-23     저자: Peifeng Wang, Zhengyang Wang, Zheng Li, Yifan Gao, Bing Yin, Xiang Ren     학회명: ACL 2023    

DualCoop: Fast Adaptation to Multi-Label Recognition with Limited Annotations
2023.08.23
발표자: 송경렬     발표일자: 2023-08-23     저자: Ximeng Sun1 Ping Hu1 Kate Saenko1,2     학회명: Neurlips 2022     논문지: Neurlips 2022    

CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly-Supervised Semantic Segmentation
2023.08.23
발표자: 최준수     발표일자: 2023-08-23     저자: Yuqi Lin, Minghao Chen et al.     학회명: CVPR 2023     논문지: CVPR 2023    

Focal Modulation Network
2023.08.09
발표자: 황성준     발표일자: 2023-08-09    

Adabin : Improving binary neural networks with adaptive binary sets
2023.08.09
발표자: 김도영     발표일자: 2023-08-09     저자: Zhijun Tu, Xinghao Chen, Pengju Ren, and Yunhe Wang     학회명: ECCV 2022    

Over-Training with Mixup May Hurt Generalization
2023.08.09
발표자: 안재한     발표일자: 2023-08-09     저자: Zixuan Liu, Ziqiao Wang, Hongyu Guo, Yongyi Mao     학회명: ICLR 2023    

Style Normalization and Restitution for Domain Generalization and Adaptation
2023.08.01
발표자: 김영재     발표일자: 2023-08-02     저자: Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen     학회명: CVPR 2020    

SSR_An Efficient and Robust Framework for Learning with Unknown Label Noise
2023.08.02
발표자: 이진섭     발표일자: 2023-08-02     저자: Chen Feng, Georgios Tzimiropoulos, Ioannis Patras     학회명: BMVC 2022    

Tackling Data Heterogeneity in Federated Learning with Class Prototypes
2023.08.02
발표자: 강용훈     발표일자: 2023-08-02     저자: Yutong Dai, Zeyuan Chen, Junnan Li, Shelby Heinecke, Lichao Sun, Ran Xu     학회명: AAAI 2023