2023

ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER
2023.08.02
발표자: 김호승     발표일자: 2023-08-02     저자: Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, S Ramaneswaran, Dinesh Manocha     학회명: ACL 2023    

LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning
2023.07.19
발표자: 김효준     발표일자: 2023-07-19     저자: Amirhossein Abaskohi, Sascha Rothe, Yadollah Yaghoobzadeh     학회명: 2023 ACL    

Segment Anything Meets Point Tracking
2023.07.28
발표자: 황성준     발표일자: 2023-07-19    

Revisiting Parameter-Efficient Tuning: Are We Really There Yet?
2023.07.19
발표자: 안지민     발표일자: 2023-07-19     저자: Guanzheng Chen, Fangyu Liu, Zaiqiao Meng, and Shangsong Liang     학회명: EMNLP 2022    

OVTrack: Open-Vocabulary Multiple Object Tracking
2023.07.19
발표자: 이재준     발표일자: 2023-07-19     저자: Siyuan Li, Tobias Fischer, Lei Ke, Henghui Ding, Martin Danelljan, Fisher Yu     학회명: CVPR 2023    

Knowledge distillation: A good teacher is patient and consistent
2023.07.12
발표자: 김도영     발표일자: 2023-07-12     저자: Lucas Beyer* Xiaohua Zhai* Amelie Royer ´ *† Larisa Markeeva*‡ Rohan Anil Alexander Kolesnikov*     학회명: CVPR 2022    

Propheter: Prophetic Teacher Guided Long-Tailed Distribution Learning
2023.07.12
발표자: 임지영     발표일자: 2023-07-12     학회명: arxiv    

Category-aware Collaborative Sequential Recommendation
2023.07.12
발표자: 김한별     발표일자: 2023-07-12     저자: Renqin Cai , Jibang Wu , Aidan San , Chong Wang , Hongning Wang     학회명: SIGIR 2021    

To Smooth or Not? When Label Smoothing Meets Noisy Labels
2023.07.05
발표자: 홍만수     발표일자: 2023-07-05     저자: Jiaheng Wei, Hangyu Liu, Tongliang Liu, Gang Niu, Masashi Sugiyama, Yang Liu     학회명: ICML 2022    

Balanced Contrastive Learning for Long-Tailed Visual Recognition
2023.06.28
발표자: 장현민     발표일자: 2023-06-28     저자: Jianggang Zhu, Zheng Wang, Jingjing Chen, Yu-Gang Jiang     학회명: CVPR 2022    

Causal Attention for Unbiased Visual Recognition
2023.06.28
발표자: 김영재     발표일자: 2023-06-28     저자: Tan Wang, Chang Zhou, Qianru Sun, Hanwang Zhang     학회명: ICCV2021    

Contrastive Learning for Prompt-Based Few-Shot Language Learners
2023.06.28
발표자: 김효준     발표일자: 2023-06-28     저자: Yiren Jian, Chongyang Gao, Soroush Vosoughi     학회명: 2022 NAACL    

Segment Anything
2023.06.21
발표자: 송경렬     발표일자: 2023-06-21     저자: Alexander Kirillov1,2,4 , Eric Mintun2 Nikhila Ravi1,2 , Hanzi Mao2 , Chloe Rolland3 ,Laura Gustafson3 Tete Xiao3 , Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Doll´ar4 , Ross Girshick4 1project lead, 2joint first author, 3equal contribution, 4directional lead     학회명: arxiv 2023    

Does Knowledge Distillation Really Work?
2023.06.21
발표자: 안재한     발표일자: 2023-06-21     저자: Samuel Stanton, Pavel Izmailov, Polina Kirichenko, Alexander A. Alemi, Andrew Gordon Wilson     학회명: NeurIPS 2021    

semi supervised semantic segmantation with Gentle Teaching Assistance
2023.06.21
발표자: 장성인     발표일자: 2023-06-21     저자: YingJin     학회명: NeurIPS 2022     논문지: NeurIPS    

Dual-Task Learning for Multi-Behavior Sequential
2023.06.14
발표자: 김한별     발표일자: 2023-06-14     저자: Jinwei Luo, Mingkai He, Weike Pan, Zhong Ming     학회명: CIKM 2022    

DIP: Dead code Insertion based Black-box Attack for Programming Language Model
2023.06.14
발표자: 나철원     발표일자: 2023-06-14     저자: CheolWon Na, YunSeok Choi, Jee-Hyong Lee     학회명: ACL 2023    

Towards Addressing Label Skews in One-Shot Federated Learning
2023.06.14
발표자: 강용훈     발표일자: 2023-06-14     저자: Yiqun Diao, Qinbin Li, Bingsheng He     학회명: ICLR 2023    

Hierarchical Multi-Label Classification of Scientific Documents
2023.06.14
발표자: 김호승     발표일자: 2023-06-14     저자: Mobashir Sadat Cornelia Caragea     학회명: EMNLP 2022    

InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
2023.05.31
발표자: 황성준     발표일자: 2023-05-31     저자: Fei Du1,2, Peng Yang1, Qi Jia1, Fengtao Nan1,2, Xiaoting Chen1, Yun Yang1     학회명: CVPR 2023