SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models

7 October 2022

Papers citing "SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models"

35 / 35 papers shown

Title
Bayesian Test-Time Adaptation for Vision-Language Models Lihua Zhou Mao Ye Shuaifeng Li Nianxin Li Xiatian Zhu Lei Deng Hongbin Liu Zhen Lei BDL VLM TTA 96 0 0 12 Mar 2025
DesCLIP: Robust Continual Adaptation via General Attribute Descriptions for Pretrained Vision-Language Models Chiyuan He Zihuan Qiu Fanman Meng Linfeng Xu Q. Wu H. Li VLM CLL KELM 58 0 0 02 Feb 2025
CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections Mohamed Fazli Mohamed Imam Rufael Fedaku Marew Jameel Hassan M. Fiaz Alham Fikri Aji Hisham Cholakkal VLM 85 0 0 28 Nov 2024
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection H. Li Rui Zhang Hantao Yao X. Zhang Yifan Hao Xinkai Song Xiaqing Li Yongwei Zhao Ling Li Yunji Chen ObjD VLM 23 3 0 11 Oct 2024
CLIP Adaptation by Intra-modal Overlap Reduction A. Kravets V. Namboodiri VLM 24 0 0 17 Sep 2024
Deep learning-based ecological analysis of camera trap images is impacted by training data quality and quantity Omiros Pantazis Peggy Bevan Holly Pringle G. B. Ferreira Daniel J Ingram ... Thakur Silwal Santosh Rayamajhi Gabriel J. Brostow Oisin Mac Aodha Kate E. Jones 27 2 0 26 Aug 2024
NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning Yi Zhang Chun-Wun Cheng Ke Yu Zhihai He Carola-Bibiane Schonlieb Angelica I Aviles-Rivero VLM 31 2 0 11 Jul 2024
Learning to Adapt Category Consistent Meta-Feature of CLIP for Few-Shot Classification Jiaying Shi Xuetong Xue Shenghui Xu VLM 24 0 0 08 Jul 2024
Label Propagation for Zero-shot Classification with Vision-Language Models Vladan Stojnić Yannis Kalantidis Giorgos Tolias VLM 20 3 0 05 Apr 2024
Learning Cross-view Visual Geo-localization without Ground Truth Haoyuan Li Chang Xu Wen Yang Huai Yu Gui-Song Xia 28 8 0 19 Mar 2024
Efficient Prompt Tuning of Large Vision-Language Model for Fine-Grained Ship Classification Long Lan Fengxiang Wang Shuyan Li Xiangtao Zheng Zengmao Wang Xinwang Liu VLM 21 7 0 13 Mar 2024
FiGCLIP: Fine-Grained CLIP Adaptation via Densely Annotated Videos S. DarshanSingh Zeeshan Khan Makarand Tapaswi VLM CLIP 21 3 0 15 Jan 2024
Learning to Prompt Segment Anything Models Jiaxing Huang Kai Jiang Jingyi Zhang Han Qiu Lewei Lu Shijian Lu Eric P. Xing VLM LRM 28 7 0 09 Jan 2024
Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions Oindrila Saha Grant Van Horn Subhransu Maji VLM 24 20 0 04 Jan 2024
Few-shot Adaptation of Multi-modal Foundation Models: A Survey Fan Liu Tianshu Zhang Wenwen Dai Wenwen Cai Wenwen Cai Xiaocong Zhou Delong Chen VLM OffRL 20 22 0 03 Jan 2024
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation B. Ke Anton Obukhov Shengyu Huang Nando Metzger Rodrigo Caye Daudt Konrad Schindler VLM MDE 19 141 0 04 Dec 2023
Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning Christopher Liao Theodoros Tsiligkaridis Brian Kulis OODD 31 5 0 21 Nov 2023
Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP Qi Qian Yuanhong Xu Juhua Hu VLM CLIP 19 16 0 30 Oct 2023
GraphAdapter: Tuning Vision-Language Models With Dual Knowledge Graph Xin Li Dongze Lian Zhihe Lu Jiawang Bai Zhibo Chen Xinchao Wang VLM 21 58 0 24 Sep 2023
Fine-tuning can cripple your foundation model; preserving features may be the solution Jishnu Mukhoti Y. Gal Philip H. S. Torr P. Dokania CLL 24 29 0 25 Aug 2023
Parameter-Efficient Transfer Learning for Remote Sensing Image-Text Retrieval Yuan. Yuan Yangfan Zhan Zhitong Xiong VLM 23 38 0 24 Aug 2023
Cross-Modal Concept Learning and Inference for Vision-Language Models Yi Zhang Ce Zhang Yushun Tang Z. He VLM MLLM CLIP 15 15 0 28 Jul 2023
UniBoost: Unsupervised Unimodal Pre-training for Boosting Zero-shot Vision-Language Tasks Yanan Sun Zi-Qi Zhong Qi Fan Chi-Keung Tang Yu-Wing Tai VLM 8 4 0 07 Jun 2023
KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models Zhiwei Jia P. Narayana Arjun Reddy Akula G. Pruthi Haoran Su Sugato Basu Varun Jampani VLM OffRL 15 4 0 28 May 2023
Visual Tuning Bruce X. B. Yu Jianlong Chang Haixin Wang Lin Liu Shijie Wang ... Lingxi Xie Haojie Li Zhouchen Lin Qi Tian Chang Wen Chen VLM 39 37 0 10 May 2023
Vision-Language Models for Vision Tasks: A Survey Jingyi Zhang Jiaxing Huang Sheng Jin Shijian Lu VLM 34 451 0 03 Apr 2023
SuS-X: Training-Free Name-Only Transfer of Vision-Language Models Vishaal Udandarao Ankush Gupta Samuel Albanie VLM MLLM 22 103 0 28 Nov 2022
Robust and Efficient Medical Imaging with Self-Supervision Shekoofeh Azizi Laura J. Culp Jan Freyberg Basil Mustafa Sebastien Baur ... Geoffrey E. Hinton N. Houlsby Alan Karthikesalingam Mohammad Norouzi Vivek Natarajan OOD 57 57 0 19 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling Renrui Zhang Rongyao Fang Wei Zhang Peng Gao Kunchang Li Jifeng Dai Yu Qiao Hongsheng Li VLM 184 384 0 06 Nov 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL 183 450 0 29 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 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 293 3,683 0 11 Feb 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017