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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"

29 / 129 papers shown

Title
Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement Jing Wang Jinagyun Li Chen Chen Yisi Zhang Haoran Shen Tianxiang Zhang VLM 78 15 0 25 Dec 2023
SA $^2$ VP: Spatially Aligned-and-Adapted Visual Prompt Wenjie Pei Tongqi Xia Fanglin Chen Jinsong Li Jiandong Tian Guangming Lu VLM VPVLM 63 11 0 16 Dec 2023
Scalable Neural Network Kernels Arijit Sehanobish Krzysztof Choromanski Yunfan Zhao Kumar Avinava Dubey Valerii Likhosherstov 97 7 0 20 Oct 2023
Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation Jiayin Ni Senqiao Yang Ran Xu Jiaming Liu Xiaoqi Li Wenyu Jiao Zehui Chen Yi Liu Shanghang Zhang TTA 77 8 0 24 Sep 2023
CLIP-based Synergistic Knowledge Transfer for Text-based Person Retrieval Yating Liu Yaowei Li Zimo Liu Wenming Yang Yaowei Wang Qingmin Liao VLM 70 11 0 18 Sep 2023
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels Henry Hengyuan Zhao Pichao Wang Yuyang Zhao Hao Luo F. Wang Mike Zheng Shou ViT 115 14 0 15 Sep 2023
RanPAC: Random Projections and Pre-trained Models for Continual Learning Mark D Mcdonnell Dong Gong Amin Parvaneh Ehsan Abbasnejad Anton Van Den Hengel VLM CLL 120 112 0 05 Jul 2023
Learning without Forgetting for Vision-Language Models Da-Wei Zhou Yuanhan Zhang Jingyi Ning Jingyi Ning De-Chuan Zhan De-Chuan Zhan Ziwei Liu VLM CLL 138 44 0 30 May 2023
Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models Gen Luo Yiyi Zhou Tianhe Ren Shen Chen Xiaoshuai Sun Rongrong Ji VLM MLLM 102 98 0 24 May 2023
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity Raman Dutt Linus Ericsson Pedro Sanchez Sotirios A. Tsaftaris Timothy M. Hospedales MedIm 121 55 0 14 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 171 41 0 10 May 2023
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation Julio Silva-Rodríguez Jose Dolz Ismail Ben Ayed 203 14 0 29 Mar 2023
Dual-path Adaptation from Image to Video Transformers Jungin Park Jiyoung Lee Kwanghoon Sohn ViT 82 38 0 17 Mar 2023
Revisit Parameter-Efficient Transfer Learning: A Two-Stage Paradigm Hengyuan Zhao Hao Luo Yuyang Zhao Pichao Wang F. Wang Mike Zheng Shou 68 5 0 14 Mar 2023
Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers Nithish Muthuchamy Selvaraj Xiaobao Guo A. Kong Bingquan Shen Alex C. Kot CLL 49 8 0 28 Feb 2023
Towards Efficient Visual Adaption via Structural Re-parameterization Gen Luo Minglang Huang Yiyi Zhou Xiaoshuai Sun Guannan Jiang Zhiyu Wang Rongrong Ji VLM VPVLM 94 81 0 16 Feb 2023
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning Han Zhou Xingchen Wan Ivan Vulić Anna Korhonen 81 48 0 28 Jan 2023
Projected Subnetworks Scale Adaptation Siddhartha Datta N. Shadbolt VLM CLL 90 0 0 27 Jan 2023
Visual Query Tuning: Towards Effective Usage of Intermediate Representations for Parameter and Memory Efficient Transfer Learning Cheng-Hao Tu Zheda Mai Wei-Lun Chao 55 48 0 06 Dec 2022
FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer Shibo Jie Zhi-Hong Deng 80 137 0 06 Dec 2022
Multi-Modal Few-Shot Temporal Action Detection Sauradip Nag Mengmeng Xu Xiatian Zhu Juan-Manuel Perez-Rua Guohao Li Yi-Zhe Song Tao Xiang VLM 66 6 0 27 Nov 2022
Multitask Vision-Language Prompt Tuning Sheng Shen Shijia Yang Tianjun Zhang Bohan Zhai Joseph E. Gonzalez Kurt Keutzer Trevor Darrell VLM VPVLM 104 52 0 21 Nov 2022
Towards Sustainable Self-supervised Learning Shanghua Gao Pan Zhou Mingg-Ming Cheng Shuicheng Yan CLL 122 7 0 20 Oct 2022
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning Dongze Lian Daquan Zhou Jiashi Feng Xinchao Wang 118 264 0 17 Oct 2022
Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets Hao Chen R. Tao Han Zhang Yidong Wang Xiang Li Weirong Ye Jindong Wang Guosheng Hu Marios Savvides VPVLM 116 57 0 15 Aug 2022
Pro-tuning: Unified Prompt Tuning for Vision Tasks Xing Nie Bolin Ni Jianlong Chang Gaomeng Meng Chunlei Huo Zhaoxiang Zhang Shiming Xiang Qi Tian Chunhong Pan AAML VPVLM VLM 122 76 0 28 Jul 2022
Convolutional Bypasses Are Better Vision Transformer Adapters Shibo Jie Zhi-Hong Deng VPVLM 91 137 0 14 Jul 2022
Neural Prompt Search Yuanhan Zhang Kaiyang Zhou Ziwei Liu VPVLM VLM 106 152 0 09 Jun 2022
Vision Transformer Adapter for Dense Predictions Zhe Chen Yuchen Duan Wenhai Wang Junjun He Tong Lu Jifeng Dai Yu Qiao 173 571 0 17 May 2022