2023
Dissecting Knowledge Distillation:An Exploration of its Inner Workings and Applications
2023.10.25
발표자: 안재한
발표일자: 2023-10-25
저자: Utkarsh Ojha, Yuheng Li, Yong Jae Lee
학회명: NeurIPS 2023
Superclass Learning with Representation Enhancement
2023.10.25
발표자: 이병준
발표일자: 2023-10-25
저자: Zeyu Gan, Suyun Zhao, Jinlong Kan, Liyuan Shang, Hong Chen, Cuiping Li
학회명: CVPR 2023
Towards Unsupervised Domain Generalization for Face Anti-Spoofing
2023.10.11
발표자: 이진섭
발표일자: 2023-10-11
저자: Yuchen Liu¹, Yabo Chen², Mengran Gou³, Chun-Ting Huang³, Yaoming Wang¹, Wenrui Dai², Hongkai Xiong¹
학회명: 2023 ICCV
Scaling Language-Image Pre-training via Masking
2023.10.11
발표자: 장현민
발표일자: 2023-10-11
저자: Yanghao Li, Haoqi Fan, Fonghang Hu, Christoph Feichtenhofer, Kaiming He
학회명: CVPR 2023
Do Androids Laugh at Electric Sheep? Humor “Understanding” Benchmarks from The New Yorker Caption Contest
2023.10.11
발표자: 이재훈
발표일자: 2023-10-11
저자: Jack Hessel, Ana Marasovic, Jena D.Hwang, Lillian Lee, Jeff Da, Rowan Zellers, Robert Mankoff, Yejin Choi
학회명: 2023 ACL Best Paper Awards
CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation
2023.10.04
발표자: 김효준
발표일자: 2023-10-04
저자: Tanay Dixit, Bhargavi Paranjape, Hannaneh Hajishirzi, Luke Zettlemoyer
학회명: 2022 EMNLP findings
LoRA: Low-Rank Adaptation of Large Language Models
2023.10.04
발표자: 김영재
발표일자: 2023-10-04
저자: Edward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, Weizhu Chen
학회명: ICLR 2022
Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete Labels
2023.10.04
발표자: 송경렬
발표일자: 2023-10-04
저자: Zixuan Ding1,4* Ao Wang2,3,4* Hui Chen2,3,† Qiang Zhang1 Pengzhang Liu5 Yongjun Bao5 Weipeng Yan5 Jungong Han6,7
학회명: CVPR 2023
논문지: CVPR 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