Cross-Modal Concept Learning and Inference for Vision-Language Models

Cross-Modal Concept Learning and Inference for Vision-Language Models

28 July 2023

Papers citing "Cross-Modal Concept Learning and Inference for Vision-Language Models"

19 / 19 papers shown

Title
A Comprehensive Survey of Challenges and Opportunities of Few-Shot Learning Across Multiple Domains Andrea Gajic Sudip Vhaduri OOD VLM 51 0 0 05 Apr 2025
TAIJI: Textual Anchoring for Immunizing Jailbreak Images in Vision Language Models Xiangyu Yin Yi Qi Jinwei Hu Zhen Chen Yi Dong Xingyu Zhao Xiaowei Huang Wenjie Ruan 47 0 0 13 Mar 2025
Domain-Conditioned Transformer for Fully Test-time Adaptation Yushun Tang Shuoshuo Chen Jiyuan Jia Yi Zhang Zhihai He 25 2 0 14 Oct 2024
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation Yushun Tang Shuoshuo Chen Zhihe Lu Xinchao Wang Zhihai He 39 1 0 26 Aug 2024
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering Tiezheng Guo Chen Wang Yanyi Liu Jiawei Tang Pan Li Sai Xu Qingwen Yang Xianlin Gao Zhi Li Yingyou Wen RALM 31 1 0 06 Aug 2024
Conceptual Codebook Learning for Vision-Language Models Yi Zhang Ke Yu Siqi Wu Zhihai He VLM 45 2 0 02 Jul 2024
Learning Visual Conditioning Tokens to Correct Domain Shift for Fully Test-time Adaptation Yushun Tang Shuoshuo Chen Zhehan Kan Yi Zhang Qinghai Guo Zhihai He 51 2 0 27 Jun 2024
Learning to Adapt CLIP for Few-Shot Monocular Depth Estimation Xue-mei Hu Ce Zhang Yi Zhang Bowen Hai Ke Yu Zhihai He MDE VLM 35 17 0 02 Nov 2023
BDC-Adapter: Brownian Distance Covariance for Better Vision-Language Reasoning Yi Zhang Ce Zhang Zihan Liao Yushun Tang Zhihai He BDL VLM 26 10 0 03 Sep 2023
Unsupervised Prototype Adapter for Vision-Language Models Yi Zhang Ce Zhang Xue-mei Hu Z. He VLM 26 4 0 22 Aug 2023
HiCLIP: Contrastive Language-Image Pretraining with Hierarchy-aware Attention Shijie Geng Jianbo Yuan Yu Tian Yuxiao Chen Yongfeng Zhang CLIP VLM 43 44 0 06 Mar 2023
Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation Yushun Tang Ce Zhang Heng Xu Shuoshuo Chen Jie Cheng Luziwei Leng Qinghai Guo Zhihai He TTA 39 24 0 02 Mar 2023
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models Manli Shu Weili Nie De-An Huang Zhiding Yu Tom Goldstein Anima Anandkumar Chaowei Xiao VLM VPVLM 186 282 0 15 Sep 2022
Prompt-aligned Gradient for Prompt Tuning Beier Zhu Yulei Niu Yucheng Han Yuehua Wu Hanwang Zhang VLM 183 271 0 30 May 2022
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models Yuan Yao Ao Zhang Zhengyan Zhang Zhiyuan Liu Tat-Seng Chua Maosong Sun MLLM VPVLM VLM 205 221 0 24 Sep 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 330 2,267 0 02 Sep 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 298 3,700 0 11 Feb 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,919 0 31 Dec 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 332 11,684 0 09 Mar 2017