2023

ProMix: Combating Label Noise via Maximizing Clean Sample Utility
2023.12.05
발표자: 김영재     발표일자: 2023-12-06     저자: Ruixuan Xiao, Dong Yiwen, Haobo Wang, Lei Feng, Runze Wu, Gang Chen, Junbo Zhao     학회명: IJCAI 2023    

When Noisy Labels Meet Long Tail Dilemmas_A Representation Calibration Method
2023.12.06
발표자: 이진섭     발표일자: 2023-12-06     저자: Manyi Zhang¹,* Xuyang Zhao²,* Jun Yao³ Chun Yuan¹,† Weiran Huang⁴,†     학회명: ICCV 2023 Oral    

Visual Programming_Compositional visual reasoning without training
2023.12.06
발표자: 이진섭     발표일자: 2023-12-06     저자: Tanmay Gupta, Aniruddha Kembhavi     학회명: CVPR 2023 Best Paper    

Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-optimizers
2023.12.06
발표자: 이지형     발표일자: 2023-12-06    

Learning to Generate Text-Ground Mask for Open-world Semantic Segmentation from Only Image-Text Pairs
2023.11.29
발표자: 장성인     발표일자: 2023-11-29     저자: Junbum Cha외2 명     학회명: CVPR2023    

Fast Feedforward Networks
2023.11.29
발표자: 안재한     발표일자: 2023-11-29     저자: Peter Belcak and Roger Wattenhofer    

Geometric Contrastive Learning
2023.11.29
발표자: 이재준     발표일자: 2023-11-29     저자: Yeskendir Koishekenov, Sharvaree Vadgama*, Riccardo Valperga*, Erik J. Bekkers     학회명: ICCV 2023    

Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction
2023.11.22
발표자: 김호승     발표일자: 2023-11-22     학회명: EMNLP 2023 (Findings)    

Vision Transformer Adapter for Dense Predictions
2023.11.22
발표자: 황성준     발표일자: 2023-11-22     학회명: ICLR 2023    

FedRolex : Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction
2023.11.22
발표자: 강용훈     발표일자: 2023-11-22     저자: Samiul Alam, Luyang Liu, Ming Yan, Mi Zhang     학회명: NeurIPS 2022    

Test-Time Training with Masked Autoencoders
2023.11.22
발표자: 이병준     발표일자: 2023-11-22     저자: Yossi Gandelsman, Yu Sun, Xinlei Chen, Alexei A. Efros     학회명: NeuriPS 2022    

NIPQ: Noise proxy-based Integrated Pseudo-Quantization
2023.11.15
발표자: 김도영     발표일자: 2023-11-15     저자: Juncheol Shin* , Junhyuk So* , Sein Park , Seungyeop Kang , Sungjoo Yoo , and Eunhyeok Park     학회명: CVPR 2023    

Rethinking Federated Learning with Domain Shift: A Prototype View
2023.11.15
발표자: 홍만수     발표일자: 2023-11-15     저자: Wenke Huang, Mang Ye, Zekun Shi, He Li, Bo Du     학회명: CVPR 2023    

Text Is All You Need: Learning Language Representations for Sequential Recommendation
2023.11.15
발표자: 김한별     발표일자: 2023-11-15     저자: Jiacheng Li, Ming Wang, Jin Li, Jinmiao Fu, Jinmiao Fu, Jingbo Shang, Julian McAuley     학회명: KDD 2023    

Repair Is Nearly Generation: Multilingual Program Repair with LLMs
2023.11.08
발표자: 안지민     발표일자: 2023-11-08     저자: Harshit Joshi1 , Jose Cambronero ´ 2*, Sumit Gulwani2*, Vu Le2*, Ivan Radicek ˇ 3*, Gust Verbruggen4*     학회명: AAAI 2023    

Weakly-Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor
2023.11.08
발표자: 최준수     발표일자: 2023-11-08     저자: Hyeokjun Kwon, Sung-Hoon Yoon, Kuk-jin Yoon     학회명: CVPR 2023    

Complementary Relation Contrastive Distillation
2023.11.08
발표자: 이재준     발표일자: 2023-11-08     저자: Jinguo Zhu, Shixiang Tang, Dapeng Chen, Shijie Yu, Yakun Liu, Mingzhe Rong, Aijun Yang, Xiaohua Wang     학회명: CVPR 2021    

LLM-BLENDER: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion
2023.11.01
발표자: 나철원     발표일자: 2023-11-01     저자: Dongfu Jiang , Xiang Ren, Bill Yuchen Lin     학회명: ACL 2023    

Delving into Semantic Scale Imbalance
2023.11.01
발표자: 임지영     발표일자: 2023-11-01     저자: Yanbiao Ma     학회명: ICLR    

Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts
2023.11.01
발표자: 이지형     발표일자: 2023-11-01     저자: Daniel Khashabi, Xinxi Lyu, Sewon Min, Lianhui Qin, Kyle Richardson, Sean Welleck, Hannaneh Hajishirzi, Tushar Khot, Ashish Sabharwal, Sameer Singh, Yejin Choi,     학회명: NAACL 2022