v1v2v3 (latest)

AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition

26 May 2022

Ping Luo

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Papers citing "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"

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Title
Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey and Benchmark Yi Xin Jianjiang Yang Haodi Zhou Junlong Du Qi Qin ... Bin Fu Xiaokang Yang Guangtao Zhai Ming-Hsuan Yang Xiaohong Liu VLM 174 86 0 01 Jul 2025
D $^2$ ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition Wenjie Pei Qizhong Tan Guangming Lu Jiandong Tian Jun Yu 131 3 0 01 Jul 2025
Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Yunhan Ren Feng Luo Siyu Huang 10 0 0 20 Jun 2025
SafeTriage: Facial Video De-identification for Privacy-Preserving Stroke Triage Tongan Cai Haomiao Ni Wenchao Ma Yuan Xue Qian Ma ... Kelvin K. Wong John Volpi Stephen T. C. Wong James Z. Wang Sharon X. Huang 15 0 0 19 Jun 2025
Fine-grained Image Retrieval via Dual-Vision Adaptation Xin Jiang Meiqi Cao Hao Tang Fei Shen Zechao Li 12 0 0 19 Jun 2025
Feature Complementation Architecture for Visual Place Recognition Weiwei Wang Meijia Wang Haoyi Wang Wenqiang Guo Jiapan Guo Changming Sun Lingkun Ma Weichuan Zhang 21 0 0 14 Jun 2025
Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation Siyu Chen Ting Han Chengzheng Fu Changshe Zhang Chaolei Wang Jinhe Su Guorong Cai Meiliu Wu ObjD VLM 86 0 0 11 Jun 2025
Attention, Please! Revisiting Attentive Probing for Masked Image Modeling Bill Psomas Dionysis Christopoulos Eirini Baltzi Ioannis Kakogeorgiou Tilemachos Aravanis N. Komodakis Konstantinos Karantzalos Yannis Avrithis Giorgos Tolias 54 0 0 11 Jun 2025
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval Leqi Shen Guoqiang Gong Tianxiang Hao Tao He Yifeng Zhang Pengzhang Liu Sicheng Zhao Jungong Han Guiguang Ding 17 0 0 10 Jun 2025
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning Yuheng Lei Sitong Mao Shunbo Zhou Hongyuan Zhang Xuelong Li Ping Luo CLL 36 0 0 06 Jun 2025
Noise Consistency Regularization for Improved Subject-Driven Image Synthesis Yao Ni Song Wen Piotr Koniusz A. Cherian 14 0 0 06 Jun 2025
Tuning the Right Foundation Models is What you Need for Partial Label Learning Kuang He Wei Tang Tong Wei Min Zhang VLM 101 0 0 05 Jun 2025
Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning Hasin Us Sami Swapneel Sen Amit K. Roy-Chowdhury S. Krishnamurthy Başak Güler FedML SILM 63 0 0 04 Jun 2025
GaRA-SAM: Robustifying Segment Anything Model with Gated-Rank Adaptation Sohyun Lee Yeho Kwon Lukas Hoyer Suha Kwak 62 0 0 03 Jun 2025
SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training Cost Haiyang Mei Pengyu Zhang Mike Zheng Shou VLM 47 0 0 02 Jun 2025
Long-Tailed Visual Recognition via Permutation-Invariant Head-to-Tail Feature Fusion Mengke Li Zhikai Hu Yang Lu Weichao Lan Y. Cheung Hui Huang 31 0 0 31 May 2025
MAP: Revisiting Weight Decomposition for Low-Rank Adaptation Chongjie Si Zhiyi Shi Yadao Wang Xiaokang Yang Susanto Rahardja Wei Shen 59 0 0 29 May 2025
LADA: Scalable Label-Specific CLIP Adapter for Continual Learning Mao-Lin Luo Zi-Hao Zhou Tong Wei Min-Ling Zhang VLM 45 0 0 29 May 2025
InfoSAM: Fine-Tuning the Segment Anything Model from An Information-Theoretic Perspective Yuanhong Zhang Muyao Yuan Weizhan Zhang Tieliang Gong Wen Wen Jiangyong Ying Weijie Shi VLM 34 0 0 28 May 2025
On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation Liyao Tang Zhe Chen Dacheng Tao 3DPC 50 0 0 28 May 2025
ICPL-ReID: Identity-Conditional Prompt Learning for Multi-Spectral Object Re-Identification Shihao Li Chenglong Li Aihua Zheng Jin Tang Bin Luo 52 1 0 23 May 2025
MoTE: Mixture of Task-specific Experts for Pre-Trained ModelBased Class-incremental Learning Linjie Li Zhenyu Wu Yang Ji MoE CLL 13 0 0 21 May 2025
Generalizable Multispectral Land Cover Classification via Frequency-Aware Mixture of Low-Rank Token Experts Xi Chen Shen Yan Juelin Zhu Chen Chen Yu Liu Maojun Zhang 80 0 0 20 May 2025
Mamba-Adaptor: State Space Model Adaptor for Visual Recognition Fei Xie Jiahao Nie Yujin Tang W. Zhang Hongshen Zhao Mamba 142 0 0 19 May 2025
GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model Zixiang Ai Zichen Liu Yuanhang Lei Zhenyu Cui Xu Zou Jiahuan Zhou 98 1 0 07 May 2025
Token Coordinated Prompt Attention is Needed for Visual Prompting Zichen Liu Xu Zou Gang Hua Jiahuan Zhou 205 0 0 05 May 2025
Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining Qi Fan Kaiqi Liu Nian Liu Hisham Cholakkal Rao Muhammad Anwer Wenbin Li Yang Gao 234 0 0 30 Apr 2025
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning Song Wang Xiaolu Liu Lingdong Kong Jianyun Xu Chunyong Hu Gongfan Fang Wentong Li Jianke Zhu Xinchao Wang 131 0 0 22 Apr 2025
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation Siyu Chen Ting Han Changshe Zhang Xin Luo Meiliu Wu Guorong Cai Jinhe Su MDE 114 1 0 17 Apr 2025
DUKAE: DUal-level Knowledge Accumulation and Ensemble for Pre-Trained Model-Based Continual Learning Songze Li Tonghua Su Xu-Yao Zhang Qixing Xu Zhongjie Wang CLL 168 0 0 09 Apr 2025
Efficient Self-Supervised Learning for Earth Observation via Dynamic Dataset Curation Thomas Kerdreux A. Tuel Quentin Febvre A. Mouche Bertrand Chapron 130 0 0 09 Apr 2025
Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer Enming Zhang Liwen Cao Yanru Wu Zijie Zhao Guan Wang Yang Li 150 0 0 09 Apr 2025
Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation Xiaoxing Hu Ziyang Gong Yansen Wang Yuru Jia Gen Luo Xue Yang 470 1 0 08 Apr 2025
TestDG: Test-time Domain Generalization for Continual Test-time Adaptation Sohyun Lee N. Kim Juwon Kang Seong Joon Oh Suha Kwak OOD TTA 195 0 0 07 Apr 2025
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations Chongjie Si Zhiyi Shi Xuehui Wang Yichen Xiao Xiaokang Yang Wei Shen AI4CE 156 0 0 01 Apr 2025
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation Dong Zhao Jinlong Li Shuang Wang Mengyao Wu Qi Zang N. Sebe Zhun Zhong 458 1 0 23 Mar 2025
STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding Zichen Liu Kunlun Xu Fuchun Sun Xu Zou Yuxin Peng Jiahuan Zhou VLM AI4TS 193 2 0 20 Mar 2025
TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification Ans Munir Faisal Z. Qureshi M. H. Khan Mohsen Ali VLM 148 0 0 15 Mar 2025
APLA: A Simple Adaptation Method for Vision Transformers Moein Sorkhei Emir Konuk Kevin Smith Christos Matsoukas 133 0 0 14 Mar 2025
Revisiting semi-supervised learning in the era of foundation models Ping Zhang Zheda Mai Quang-Huy Nguyen Wei-Lun Chao 104 1 0 12 Mar 2025
Iterative Prompt Relocation for Distribution-Adaptive Visual Prompt Tuning Chikai Shang Mengke Li Yiqun Zhang Zhen Chen Jinlin Wu Fangqing Gu Yang Lu Yiu-ming Cheung VLM 111 0 0 10 Mar 2025
Quantum-PEFT: Ultra parameter-efficient fine-tuning Toshiaki Koike-Akino F. Tonin Yongtao Wu Frank Zhengqing Wu Leyla Naz Candogan Volkan Cevher MQ 221 5 0 07 Mar 2025
Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping Guannan Lai Yujie Li Xiangkun Wang Jing Zhang Tianrui Li Xin Yang CLL 106 3 0 27 Feb 2025
SwimVG: Step-wise Multimodal Fusion and Adaption for Visual Grounding Liangtao Shi Ting Liu Xiantao Hu Yue Hu Quanjun Yin Richang Hong ObjD 114 0 0 24 Feb 2025
SelaVPR++: Towards Seamless Adaptation of Foundation Models for Efficient Place Recognition Feng Lu Tong Jin X. Lan Lijun Zhang Yunpeng Liu Yaowei Wang Chun Yuan 82 1 0 23 Feb 2025
CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning Quanmin Wei Penglin Dai Wei Li Bingyi Liu Xiao-Jun Wu 95 1 0 15 Feb 2025
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images Jinchen Yu Yongwei Nie Fei Qi Wenxiong Liao Hongmin Cai MedIm 91 1 0 10 Feb 2025
MADation: Face Morphing Attack Detection with Foundation Models Eduarda Caldeira Guray Ozgur Tahar Chettaoui Marija Ivanovska Peter Peer Fadi Boutros Vitomir Štruc Naser Damer CVBM 90 2 1 28 Jan 2025
Safe Gradient Flow for Bilevel Optimization Sina Sharifi Nazanin Abolfazli Erfan Yazdandoost Hamedani Mahyar Fazlyab 84 0 0 27 Jan 2025
Rethinking the Bias of Foundation Model under Long-tailed Distribution Jiahao Chen Bin Qin Jiangmeng Li Hao Chen Fuchun Sun 175 0 0 27 Jan 2025