[논문 리뷰] TULIP: Token-length Upgraded CLIP
TULIP: Token-length Upgraded CLIP ICLR 2025 Poser Ivona Najdenkoska, Mohammad Mahdi Derakhshani, Yuki M. Asano, Nanne van Noord, Marcel Worring, Cees G. M. Snoek University of Amsterdam [pape...
[논문 리뷰] DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers
DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers CVPR 2022 Xianing Chen, Qiong Cao, Yujie Zhong, Jing Zhang, Shenghua Gao, Dacheng Tao ShanghaiTech University, JD Ex...
[논문 리뷰] Expertized Caption Auto-Enhancement for Video-Text Retrieval
Expertized Caption Auto-Enhancement for Video-Text Retrieval arxiv, 5 Feb 2025 Junxiang Chen, Wenbin Yao, Baoyao Yang WeChat, Tencent, Guandong University of Technology [paper] 1. Abstract &...
[논문 리뷰] Unified Lexical Representation for Interpretable Visual-Language Alignment
Unified Lexical Representation for Interpretable Visual-Language Alignment NeurIPS 2024 Poster Yifan Li, Yikai Wang, Yanwei Fu, Dongyu Ru, Zheng Zhang, Tong He Fudan University, Amazon Web Servi...
[논문 리뷰] CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning NeurIPS 2024 spotlight YipingWang, Yifang Chen, Wendan Yan, Alex Fang, Wenjing Zhou, Kevin Jamieson, Simon Shao...
[논문 리뷰] Decoupled Knowledge Distillation
Decoupled Knowledge Distillation CVPR 2022 Borui Zhao, Quan Cu, Renjie Song, Yiyu Qiu, Jiajun Liang MEGVII Technology, Waseda University, Tsinghua University [paper] [github] Abstract 최근 KD방...
[논문 리뷰] Are Diffusion Models Vision-And-Language Reasoners?
Are Diffusion Models Vision-And-Language Reasoners? Neurips 2023 Benno Krojer, Elinor Poole-Dayan, Vikram Voleti, Christopher Pal, Siva Reddy Mila University, McGill University, Polytechnique Mon...
[논문 리뷰] Reversed in Time: A Novel Temporal-Emphasized Benchmark for Cross-Modal Video-Text Retrieval
Reversed in Time: A Novel Temporal-Emphasized Benchmark for Cross-Modal Video-Text Retrieval ACM MM 2024 Yang Du, Yuqi Liu, Qin Jin Renmin University of China [paper] [supplementary] [github] ...
[논문 리뷰] ATM: Action Temporality Modeling for Video Question Answering
ATM: Action Temporality Modeling for Video Question Answering ACM MM 2023 Junwen Chen, Jie Zhu, Yu Kong Michigan State University [paper] 1. Abstract & Introduction 기존 연구 문제점 프레임간 ...