SpotTune: Transfer Learning through Adaptive Fine-tuning

21 November 2018

Papers citing "SpotTune: Transfer Learning through Adaptive Fine-tuning"

50 / 183 papers shown

Title
Token Coordinated Prompt Attention is Needed for Visual Prompting Zichen Liu Xu Zou Gang Hua Jiahuan Zhou 34 0 0 05 May 2025
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection Andreas Karathanasis John Violos I. Kompatsiaris Symeon Papadopoulos 27 0 0 29 Apr 2025
Transferable Mask Transformer: Cross-domain Semantic Segmentation with Region-adaptive Transferability Estimation Enming Zhang Z. Li Yanru Wu J. Wang Yang Tan Ruizhe Zhao Guan Wang Yang Li ViT 33 0 0 08 Apr 2025
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
PartialLoading: User Scheduling and Bandwidth Allocation for Parameter-sharing Edge Inference Guanqiao Qu Qian Chen Xianhao Chen Kaibin Huang Yuguang Fang 46 1 0 29 Mar 2025
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation Minho Park S. Park Jungsoo Lee Hyojin Park Kyuwoong Hwang Fatih Porikli Jaegul Choo Sungha Choi 34 0 0 28 Mar 2025
Neuroplasticity in Artificial Intelligence -- An Overview and Inspirations on Drop In & Out Learning Yupei Li M. Milling Björn Schuller AI4CE 102 0 0 27 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 69 0 0 10 Mar 2025
Mixture of Physical Priors Adapter for Parameter-Efficient Fine-Tuning Z. Wang C. J. Li QiXiang Ye Tong Zhang MoE 74 1 0 03 Dec 2024
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models Kaican Li Weiyan Xie Yongxiang Huang Didan Deng Lanqing Hong Z. Li Ricardo Silva N. Zhang 69 0 0 29 Nov 2024
Fine-tuning -- a Transfer Learning approach Joseph Arul Raj Linglong Qian Zina M. Ibrahim 30 0 0 06 Nov 2024
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing Daniya Najiha Abdul Kareem M. Fiaz Noa Novershtern Jacob Hanna Hisham Cholakkal 34 3 0 20 Oct 2024
Transfer Learning Applied to Computer Vision Problems: Survey on Current Progress, Limitations, and Opportunities Aaryan Panda Damodar Panigrahi Shaswata Mitra Sudip Mittal Shahram Rahimi 23 0 0 12 Sep 2024
Harnessing Artificial Intelligence for Wildlife Conservation Paul Fergus C. Chalmers Steve Longmore Serge Wich 23 5 0 30 Aug 2024
Adapting Image-based RL Policies via Predicted Rewards Weiyao Wang Xinyuan Fang Gregory D. Hager 34 0 0 23 Jul 2024
Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation Zhilin Zhu Xiaopeng Hong Zhiheng Ma Weijun Zhuang Yaohui Ma Yong Dai Yaowei Wang CLL TTA 35 2 0 12 Jul 2024
Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning Tian Liu Huixin Zhang Shubham Parashar Shu Kong 24 2 0 17 Jun 2024
Comparison of fine-tuning strategies for transfer learning in medical image classification Ana Davila Jacinto Colan Yasuhisa Hasegawa 19 17 0 14 Jun 2024
EdgeSync: Faster Edge-model Updating via Adaptive Continuous Learning for Video Data Drift Peng Zhao Runchu Dong Guiqin Wang Cong Zhao 31 1 0 05 Jun 2024
Data Selection for Transfer Unlearning N. Sepahvand Vincent Dumoulin Eleni Triantafillou Gintare Karolina Dziugaite MU 37 4 0 16 May 2024
TrimCaching: Parameter-sharing AI Model Caching in Wireless Edge Networks Guanqiao Qu Zhengyi Lin Fangming Liu Xianhao Chen Kaibin Huang 35 16 0 07 May 2024
KITE: A Kernel-based Improved Transferability Estimation Method Yunhui Guo 43 0 0 01 May 2024
Robust Fine-tuning for Pre-trained 3D Point Cloud Models Zhibo Zhang Ximing Yang Weizhong Zhang Cheng Jin 3DPC 36 1 0 25 Apr 2024
Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices Yushan Huang Josh Millar Yuxuan Long Yuchen Zhao Hamed Haddadi 31 0 0 23 Mar 2024
On the low-shot transferability of [V]-Mamba Diganta Misra Jay Gala Antonio Orvieto Mamba 37 1 0 15 Mar 2024
Efficient Transferability Assessment for Selection of Pre-trained Detectors Zhao Wang Aoxue Li Zhenguo Li Qi Dou 32 0 0 14 Mar 2024
NeuroFlux: Memory-Efficient CNN Training Using Adaptive Local Learning Dhananjay Saikumar Blesson Varghese 16 1 0 21 Feb 2024
Revisiting the Power of Prompt for Visual Tuning Yuzhu Wang Lechao Cheng Chaowei Fang Dingwen Zhang Manni Duan Meng Wang VLM 46 14 0 04 Feb 2024
Control-Theoretic Techniques for Online Adaptation of Deep Neural Networks in Dynamical Systems Jacob G. Elkins F. Fahimi AI4CE 19 0 0 01 Feb 2024
Cheap Learning: Maximising Performance of Language Models for Social Data Science Using Minimal Data Leonardo Castro-Gonzalez Yi-Ling Chung Hannak Rose Kirk John Francis Angus R. Williams Pica Johansson Jonathan Bright 42 1 0 22 Jan 2024
AutoFT: Learning an Objective for Robust Fine-Tuning Caroline Choi Yoonho Lee Annie S. Chen Allan Zhou Aditi Raghunathan Chelsea Finn OOD 37 0 0 18 Jan 2024
Pre-trained Trojan Attacks for Visual Recognition Aishan Liu Xinwei Zhang Yisong Xiao Yuguang Zhou Siyuan Liang Jiakai Wang Xianglong Liu Xiaochun Cao Dacheng Tao AAML 61 25 0 23 Dec 2023
Analyzing Generalization in Policy Networks: A Case Study with the Double-Integrator System Ruining Zhang H. Han Maolong Lv Qisong Yang Jian Cheng OffRL 18 2 0 16 Dec 2023
Gradient-based Parameter Selection for Efficient Fine-Tuning Zhi Zhang Qizhe Zhang Zijun Gao Renrui Zhang Ekaterina Shutova Shiji Zhou Shanghang Zhang 28 15 0 15 Dec 2023
Adaptive Weighted Co-Learning for Cross-Domain Few-Shot Learning Abdullah Alchihabi Marzi Heidari Yuhong Guo 26 0 0 06 Dec 2023
Efficient Stitchable Task Adaptation Haoyu He Zizheng Pan Jing Liu Jianfei Cai Bohan Zhuang 24 3 0 29 Nov 2023
Comparing Male Nyala and Male Kudu Classification using Transfer Learning with ResNet-50 and VGG-16 T. T. Lemani T. L. V. Zyl 14 0 0 10 Nov 2023
Layer-wise Auto-Weighting for Non-Stationary Test-Time Adaptation Junyoung Park Jin-Hwa Kim Hyeongjun Kwon Ilhoon Yoon Kwanghoon Sohn 25 7 0 10 Nov 2023
Fast Trainable Projection for Robust Fine-Tuning Junjiao Tian Yen-Cheng Liu James Seale Smith Z. Kira OOD 33 11 0 29 Oct 2023
Factorized Tensor Networks for Multi-Task and Multi-Domain Learning Yash Garg Nebiyou Yismaw Rakib Hyder Ashley Prater-Bennette M. Salman Asif 26 2 0 09 Oct 2023
Selective Feature Adapter for Dense Vision Transformers XueQing Deng Qi Fan Xiaojie Jin Linjie Yang Peng Wang 21 0 0 03 Oct 2023
RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network Haozhe Sun Isabelle M Guyon F. Mohr Hedi Tabia CVBM 19 2 0 02 Oct 2023
Efficient Low-rank Backpropagation for Vision Transformer Adaptation Yuedong Yang Hung-Yueh Chiang Guihong Li Diana Marculescu R. Marculescu 32 9 0 26 Sep 2023
Toward efficient resource utilization at edge nodes in federated learning Sadi Alawadi Addi Ait-Mlouk Salman Toor A. Hellander FedML 25 5 0 19 Sep 2023
Progressive Feature Adjustment for Semi-supervised Learning from Pretrained Models Hai-Ming Xu Lingqiao Liu Hao Chen Ehsan Abbasnejad Rafael Felix 23 0 0 09 Sep 2023
Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models Qiong Wu Wei Yu Yiyi Zhou Shubin Huang Xiaoshuai Sun R. Ji VLM 24 7 0 04 Sep 2023
Adaptive Parametric Prototype Learning for Cross-Domain Few-Shot Classification Marzi Heidari Abdullah Alchihabi Qing En Yuhong Guo VLM 24 0 0 04 Sep 2023
RemovalNet: DNN Fingerprint Removal Attacks Hongwei Yao Zhengguang Li Kunzhe Huang Jian Lou Zhan Qin Kui Ren MLAU AAML 18 3 0 23 Aug 2023
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning Jianqing Zhang Yang Hua Hao Wang Tao Song Zhengui Xue Ruhui Ma Jianyin Cao Haibing Guan 33 23 0 20 Aug 2023
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization Chuyan Zhang Yuncheng Yang Hao Zheng Yun Gu 24 0 0 28 Jul 2023