Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior
Refinement

Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement

3 April 2023

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Papers citing "Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement"

13 / 13 papers shown

Title
Does CLIP perceive art the same way we do? Andrea Asperti Leonardo Dessì Maria Chiara Tonetti Nico Wu 66 0 0 08 May 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 196 1 0 13 Mar 2025
Towards Top-Down Reasoning: An Explainable Multi-Agent Approach for Visual Question Answering Zeqing Wang Wentao Wan Qiqing Lao Runmeng Chen Minjie Lang Keze Wang Liang Lin Liang Lin LRM 232 3 0 17 Feb 2025
Control-CLIP: Decoupling Category and Style Guidance in CLIP for Specific-Domain Generation Zexi Jia Chuanwei Huang Hongyan Fei Yeshuang Zhu Zhiqiang Yuan Jinchao Zhang Jie Zhou DiffM VLM 86 0 0 17 Feb 2025
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration Yiwei Guo Shaobin Zhuang Kunchang Li Yu Qiao Yali Wang VLM CLIP 128 1 0 16 Oct 2024
Calibrated Cache Model for Few-Shot Vision-Language Model Adaptation Kun Ding Qiang Yu Haojian Zhang Gaofeng Meng Shiming Xiang VLM 59 0 0 11 Oct 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Yuhan Zhu Yuyang Ji Zhiyu Zhao Gangshan Wu Limin Wang VLM 93 8 0 05 Jul 2024
What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models Abdelrahman Abdelhamed Mahmoud Afifi Alec Go MLLM VLM 165 3 0 24 May 2024
Understanding Optimal Feature Transfer via a Fine-Grained Bias-Variance Analysis Yufan Li Subhabrata Sen Ben Adlam MLT 175 1 0 18 Apr 2024
Gradient-based Parameter Selection for Efficient Fine-Tuning Zhi Zhang Qizhe Zhang Zijun Gao Renrui Zhang Ekaterina Shutova Shiji Zhou Shanghang Zhang 123 21 0 15 Dec 2023
Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation Shilin Yan Renrui Zhang Ziyu Guo Wenchao Chen Wei Zhang Hongyang Li Yu Qiao Hao Dong Zhongjiang He Peng Gao VOS 111 37 0 25 May 2023
Exploiting Category Names for Few-Shot Classification with Vision-Language Models Taihong Xiao Zirui Wang Liangliang Cao Jiahui Yu Shengyang Dai Ming-Hsuan Yang VLM MLLM 76 5 0 29 Nov 2022
CLIP-Adapter: Better Vision-Language Models with Feature Adapters Peng Gao Shijie Geng Renrui Zhang Teli Ma Rongyao Fang Yongfeng Zhang Hongsheng Li Yu Qiao VLM CLIP 350 1,062 0 09 Oct 2021