2024

Mamba: Linear-Time Sequence Modeling with Selective State Spaces
2024.02.29
발표자: 안재한     발표일자: 2024-02-23     저자: Albert Gu, Tri Dao     학회명: arXiv    

INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold
2024.02.16
발표자: 김도영     발표일자: 2024-02-16     저자: Changhun Lee Hyungjun Kim Eunhyeok Park Jae-Joon Kim     학회명: ICCV 2023    

Deep reinforcement learning based scheduling within production plan in semiconductor fabrication
2024.02.16
발표자: 장성인     발표일자: 2024-02-16     저자: Yong hoon Lee 외 1명     학회명: 2022 Expert Systems with Applications    

Continual Test-Time Domain Adaptation
2024.02.16
발표자: 이병준     발표일자: 2024-02-16     저자: Qin Wang, Olga Fink, Luc Van Gool, Dengxin Dai     학회명: CVPR 2022    

CHEF in the Language Kitchen: A Generative Data Augmentation Leveraging Korean Morpheme Ingredient
2024.01.24
발표자: 김호승     발표일자: 2024-01-24     저자: Jaehyung Seo, Hyeonseok Moon, Jaewook Lee, Sugyeong Eo, Chanjun Park and Heuiseok Lim     학회명: EMNLP 2023    

FedABC: Targeting Fair Competition in Personalized Federated Learning
2024.01.17
발표자: 강용훈     발표일자: 2024-01-17     저자: Dui Wang, Li Shen, Yong Luo, Han Hu, Kehua Su, Yonggang Wen, Dacheng Tao     학회명: AAAI 2023    

Personalized Prompt for Sequential Recommendation
2024.01.17
발표자: 김한별     발표일자: 2024-01-17     저자: Yiqing Wu , Ruobing Xie , Yongchun Zhu, Fuzhen Zhuang , Xu Zhang, Leyu Lin, and Qing He     학회명: arXiv 23    

Tree of Thoughts: Deliberate Problem Solving with Large Language Models
2024.01.18
발표자: 안지민     발표일자: 2024-01-17     저자: Shunyu Yao, Dian Yu, Jeffrey Zhao, Izhak Shafran, Thomas L. Griffiths, Yuan Cao, Karthik Narasimhan     학회명: NeurIPS 2023    

VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
2024.01.11
발표자: 이성준     발표일자: 2024-01-12     저자: Zhan Tong , Yibing Song, Jue Wang, Limin Wang     학회명: NeurIPS 2022    

RISE:Leveraging Retrieval Techniques for Summarization Evaluation
2024.01.12
발표자: 이재훈     발표일자: 2024-01-12     저자: David Uthus, Jianmo Ni     학회명: ACL 2023 Findings    

PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks
2024.01.22
발표자: 양정안     발표일자: 2024-01-12     저자: Yufei Wang, Can Xu, Qingfeng Sun, Huang Hu, Chongyang Tao, Xiubo Geng and Daxin Jiang     학회명: ACL 2022    

2023

Mobile-Former Bridging MobileNet and Transformer
2023.12.28
발표자: 김도영     발표일자: 2023-12-28     저자: Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Xiaoyi Dong Lu Yuan Zicheng Liu     학회명: CVPR 2022    

OUTFOX: LLM-generated Essay Detection through In-context Learning with Adversarially Generated Examples
2023.12.28
발표자: 나철원     발표일자: 2023-12-28     저자: Ryuto Koike , Masahiro Kaneko, Naoaki Okazaki     학회명: AAAI 2023    

On the Importance and Applicability of Pre-training for Federated Learning
2023.12.28
발표자: 홍만수     발표일자: 2023-12-28     저자: Hong-You Chen, Cheng-Hao Tu, Ziwei Li, Han-Wei Shen, Wei-Lun Chao     학회명: ICLR 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