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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"

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Title
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 234 12 0 23 Jan 2025
Towards Visual Grounding: A Survey Linhui Xiao Xiaoshan Yang X. Lan Yaowei Wang Changsheng Xu ObjD 282 5 0 31 Dec 2024
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks Yaming Zhang Chenqiang Gao Fangcen Liu Junjie Guo Lan Wang Xinggan Peng Deyu Meng 192 0 0 21 Dec 2024
Adapter-Enhanced Semantic Prompting for Continual Learning Baocai Yin Ji Zhao Huajie Jiang Ningning Hou Yongli Hu Amin Beheshti Ming-Hsuan Yang Yuankai Qi CLL VLM 207 0 0 15 Dec 2024
EDTformer: An Efficient Decoder Transformer for Visual Place Recognition Tong Jin Feng Lu Shuyu Hu Chun Yuan Yunpeng Liu ViT 175 0 0 01 Dec 2024
SelfSplat: Pose-Free and 3D Prior-Free Generalizable 3D Gaussian Splatting Gyeongjin Kang Jisang Yoo Jihyeon Park Seungtae Nam Hyeonsoo Im Sangheon Shin Sangpil Kim Eunbyung Park 3DGS 330 6 0 26 Nov 2024
SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation Claudia Cuttano Gabriele Trivigno Gabriele Rosi Carlo Masone Giuseppe Averta VOS 202 2 0 26 Nov 2024
RECAST: Reparameterized, Compact weight Adaptation for Sequential Tasks Nazia Tasnim Bryan A. Plummer CLL OffRL 159 0 0 25 Nov 2024
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation Seokil Ham H. Kim Sangmin Woo Changick Kim Mamba 508 0 0 21 Nov 2024
Efficient Transfer Learning for Video-language Foundation Models Haoxing Chen Zizheng Huang Y. Hong Yanshuo Wang Zhongcai Lyu Zhuoer Xu Jun Lan Zhangxuan Gu VLM 99 0 0 18 Nov 2024
PSELDNets: Pre-trained Neural Networks on a Large-scale Synthetic Dataset for Sound Event Localization and Detection Jinbo Hu Yin Cao Ming Wu Fang Kang Feiran Yang Wenwu Wang Mark D. Plumbley J. Yang 68 1 0 10 Nov 2024
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba Masakazu Yoshimura Teruaki Hayashi Yota Maeda Mamba 289 2 0 06 Nov 2024
FRoundation: Are Foundation Models Ready for Face Recognition? Tahar Chettaoui Naser Damer Fadi Boutros CVBM 94 8 0 31 Oct 2024
AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery Yuxun Qu Yongqiang Tang Chenyang Zhang Wensheng Zhang 172 0 0 29 Oct 2024
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models Hang Guo Yawei Li Tao Dai Shu-Tao Xia Luca Benini MQ 127 2 0 29 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 174 7 0 24 Oct 2024
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning Yuxiang Lu Shengcao Cao Yu-Xiong Wang 124 1 0 18 Oct 2024
A Unified View of Delta Parameter Editing in Post-Trained Large-Scale Models Qiaoyu Tang Le Yu Bowen Yu Hongyu Lin Keming Lu Yaojie Lu Jia Zheng Le Sun MoMe 83 1 0 17 Oct 2024
Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning Da-Wei Zhou Zi-Wen Cai Han-Jia Ye Lijun Zhang De-Chuan Zhan CLL AI4CE 194 2 0 01 Oct 2024
Vision-Language Models are Strong Noisy Label Detectors Tong Wei Haoyang Li Chun-Shu Li Jiang-Xin Shi Yu-Feng Li Min-Ling Zhang VLM 73 9 0 29 Sep 2024
X-Prompt: Multi-modal Visual Prompt for Video Object Segmentation Pinxue Guo Wanyun Li Hao Huang Lingyi Hong Xinyu Zhou Zhaoyu Chen Jinglun Li Kaixun Jiang Wei Zhang Wenqiang Zhang VLM VOS 106 4 0 28 Sep 2024
A Parameter-Efficient Tuning Framework for Language-guided Object Grounding and Robot Grasping Houjian Yu Mingen Li Alireza Rezazadeh Yang Yang Changhyun Choi 107 2 0 28 Sep 2024
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization Yao Ni Shan Zhang Piotr Koniusz 459 8 0 25 Sep 2024
Dynamic Integration of Task-Specific Adapters for Class Incremental Learning Jiashuo Li Shaokun Wang Bo Qian Yuhang He Xing Wei Qiang Wang Yihong Gong CLL 118 2 0 23 Sep 2024
MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension Ting Liu Zunnan Xu Yue Hu Liangtao Shi Zhiqiang Wang Quanjun Yin 153 3 0 20 Sep 2024
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 263 1 0 20 Sep 2024
iConFormer: Dynamic Parameter-Efficient Tuning with Input-Conditioned Adaptation Hayeon Jo Hyesong Choi Minhee Cho Dongbo Min 124 2 0 04 Sep 2024
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval Leqi Shen Tianxiang Hao Tao He Sicheng Zhao Pengzhang Liu Yongjun Bao Guiguang Ding Guiguang Ding 264 15 0 02 Sep 2024
Pre-training Everywhere: Parameter-Efficient Fine-Tuning for Medical Image Analysis via Target Parameter Pre-training Xingliang Lei Yiwen Ye Zhisong Wang Ziyang Chen Minglei Shu Weidong (Tom) Cai Yanning Zhang Yong-quan Xia 104 1 0 27 Aug 2024
Snuffy: Efficient Whole Slide Image Classifier Hossein Jafarinia Alireza Alipanah Danial Hamdi Saeed Razavi Nahal Mirzaie M. Rohban 3DH 94 1 0 15 Aug 2024
Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning Xinyuan Gao Songlin Dong Yuhang He Qiang Wang Yihong Gong CLL 116 19 0 14 Jul 2024
Low-Rank Interconnected Adaptation across Layers Yibo Zhong Jinman Zhao Yao Zhou OffRL MoE 114 1 0 13 Jul 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
Robust Adaptation of Foundation Models with Black-Box Visual Prompting Changdae Oh Gyeongdeok Seo Geunyoung Jung Zhi-Qi Cheng Hosik Choi Jiyoung Jung Kyungwoo Song VLM 125 1 0 04 Jul 2024
Embedded Visual Prompt Tuning Wenqiang Zu Shenghao Xie Qing Zhao Guoqi Li Lei Ma VLM MedIm 172 10 0 01 Jul 2024
Enhancing Visible-Infrared Person Re-identification with Modality- and Instance-aware Visual Prompt Learning Ruiqi Wu Bingliang Jiao Wenxuan Wang Meng Liu Peng Wang 94 5 0 18 Jun 2024
Open-Vocabulary X-ray Prohibited Item Detection via Fine-tuning CLIP Shuyang Lin Tong Jia Hao Wang Bowen Ma Mingyuan Li Dongyue Chen VLM ObjD 82 0 0 16 Jun 2024
Reflecting on the State of Rehearsal-free Continual Learning with Pretrained Models Lukas Thede Karsten Roth Olivier J. Hénaff Matthias Bethge Zeynep Akata CLL 86 5 0 13 Jun 2024
FeTT: Continual Class Incremental Learning via Feature Transformation Tuning Sunyuan Qiang Xuxin Lin Yanyan Liang Jun Wan Du Zhang CLL 94 1 0 20 May 2024
DARA: Domain- and Relation-aware Adapters Make Parameter-efficient Tuning for Visual Grounding Ting Liu Xuyang Liu Siteng Huang Honggang Chen Quanjun Yin Long Qin Donglin Wang Yue Hu 87 6 0 10 May 2024
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model Han Gu Haoyu Dong Jichen Yang Maciej A. Mazurowski MedIm VLM 142 21 0 15 Apr 2024
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning Huiyi Wang Haodong Lu Lina Yao Dong Gong KELM CLL 117 11 0 27 Mar 2024
Task-Customized Mixture of Adapters for General Image Fusion Pengfei Zhu Yang Sun Bing Cao Qinghua Hu MoMe 118 23 0 19 Mar 2024
SuperLoRA: Parameter-Efficient Unified Adaptation of Multi-Layer Attention Modules Xiangyu Chen Jing Liu Ye Wang Pu Wang Matthew Brand Guanghui Wang T. Koike-Akino 101 7 0 18 Mar 2024
ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models Jiaxiang Cheng Pan Xie Xin Xia Jiashi Li Jie Wu Yuxi Ren Huixia Li Xuefeng Xiao Min Zheng Lean Fu 114 12 0 04 Mar 2024
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 227 4 0 01 Mar 2024
FineDiffusion: Scaling up Diffusion Models for Fine-grained Image Generation with 10,000 Classes Ziying Pan Kun Wang Gang Li Feihong He Yongxuan Lai 92 1 0 28 Feb 2024
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models Reda Bensaid Vincent Gripon Franccois Leduc-Primeau Lukas Mauch G. B. Hacene Fabien Cardinaux VLM 87 7 0 20 Jan 2024
Low-Resource Vision Challenges for Foundation Models Yunhua Zhang Hazel Doughty Cees G. M. Snoek VLM 94 7 0 09 Jan 2024
Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection Huan Liu Zichang Tan Chuangchuang Tan Yunchao Wei Yao-Min Zhao Jingdong Wang ViT 100 55 0 27 Dec 2023