Democratizing Contrastive Language-Image Pre-training: A CLIP Benchmark
of Data, Model, and Supervision

Democratizing Contrastive Language-Image Pre-training: A CLIP Benchmark of Data, Model, and Supervision

11 March 2022

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Papers citing "Democratizing Contrastive Language-Image Pre-training: A CLIP Benchmark of Data, Model, and Supervision"

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Title
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 215 0 0 10 Apr 2025
ProAPO: Progressively Automatic Prompt Optimization for Visual Classification Xiangyan Qu Gaopeng Gou Jiamin Zhuang Jing Yu Kun Song Qihao Wang Yili Li Gang Xiong VLM 209 1 0 13 Mar 2025
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training Sanghwan Kim Rui Xiao Mariana-Iuliana Georgescu Stephan Alaniz Zeynep Akata VLM 359 3 0 02 Dec 2024
ET tu, CLIP? Addressing Common Object Errors for Unseen Environments Ye Won Byun Cathy Jiao Shahriar Noroozizadeh Jimin Sun Rosa Vitiello VLM 120 1 0 25 Jun 2024
Vocabulary-free Image Classification Alessandro Conti Enrico Fini Massimiliano Mancini Paolo Rota Yiming Wang Elisa Ricci VLM 163 27 0 01 Jun 2023
Retrieval-based Disentangled Representation Learning with Natural Language Supervision Jiawei Zhou Xiaoguang Li Lifeng Shang Xin Jiang Qun Liu Lei Chen DRL 86 7 0 15 Dec 2022
NLIP: Noise-robust Language-Image Pre-training Runhu Huang Yanxin Long Jianhua Han Hang Xu Xiwen Liang Chunjing Xu Xiaodan Liang VLM 111 30 0 14 Dec 2022
Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors R. Burgert Kanchana Ranasinghe Xiang Li Michael S. Ryoo DiffM VLM 95 38 0 23 Nov 2022
UniCLIP: Unified Framework for Contrastive Language-Image Pre-training Janghyeon Lee Jongsuk Kim Hyounguk Shon Bumsoo Kim Seung Wook Kim Honglak Lee Junmo Kim CLIP VLM 149 58 0 27 Sep 2022
MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining Xiaoyi Dong Jianmin Bao Yinglin Zheng Ting Zhang Dongdong Chen ... Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu CLIP VLM 123 167 0 25 Aug 2022
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining Yuting Gao Jinfeng Liu Zihan Xu Jinchao Zhang Ke Li Rongrong Ji Chunhua Shen VLM CLIP 138 105 0 29 Apr 2022