Papers citing 'DEPARA: Deep Attribution Graph for Deep Knowledge Transferability'

Title
k-NN as a Simple and Effective Estimator of Transferability Moein Sorkhei Christos Matsoukas Johan Fredin Haslum Emir Konuk Kevin Smith 202 0 0 24 Mar 2025
Efficient Transferability Assessment for Selection of Pre-trained DetectorsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Zhao Wang Aoxue Li Zhenguo Li Qi Dou 114 0 0 14 Mar 2024
Pre-Trained Model Recommendation for Downstream Fine-tuning Jiameng Bai Sai Wu Mingli Song Junbo Zhao Gang Chen 180 5 0 11 Mar 2024
ModelGiF: Gradient Fields for Model Functional DistanceIEEE International Conference on Computer Vision (ICCV), 2023 Mingli Song Zhenxing Xu Sai Wu Gang Chen Weilong Dai DiffM 114 6 0 20 Sep 2023
Building a Winning Team: Selecting Source Model Ensembles using a Submodular Transferability Estimation ApproachIEEE International Conference on Computer Vision (ICCV), 2023 KB Vimal Saketh Bachu Tanmay Garg Niveditha Lakshmi Narasimhan Raghavan Konuru Vineeth N. Balasubramanian 145 2 0 05 Sep 2023
Transferability Metrics for Object Detection Louis Fouquet Simona Maggio L. Dreyfus-Schmidt 106 1 0 27 Jun 2023
Model Spider: Learning to Rank Pre-Trained Models EfficientlyNeural Information Processing Systems (NeurIPS), 2023 Yi-Kai Zhang Ting Huang Yao-Xiang Ding De-Chuan Zhan Han-Jia Ye 192 38 0 06 Jun 2023
Towards Estimating Transferability using Hard Subsets Tarun Ram Menta Surgan Jandial A. Patil K.U. Vimal Saketh Bachu Balaji Krishnamurthy V. Balasubramanian Chirag Agarwal Mausoom Sarkar 105 0 0 17 Jan 2023
Transferability Estimation Based On Principal Gradient Expectation Huiyan Qi Lechao Cheng Jingjing Chen Yue Yu Xue Song Zunlei Feng Yueping Jiang 140 3 0 29 Nov 2022
How stable are Transferability Metrics evaluations?European Conference on Computer Vision (ECCV), 2022 A. Agostinelli Michal Pándy J. Uijlings Thomas Mensink V. Ferrari 237 29 0 04 Apr 2022
Grad2Task: Improved Few-shot Text Classification Using Gradients for Task RepresentationNeural Information Processing Systems (NeurIPS), 2022 Jixuan Wang Kuan-Chieh Wang Frank Rudzicz M. Brudno VLM 91 24 0 27 Jan 2022
Transferability Metrics for Selecting Source Model Ensembles A. Agostinelli J. Uijlings Thomas Mensink V. Ferrari 169 29 0 25 Nov 2021
UniNet: A Unified Scene Understanding Network and Exploring Multi-Task Relationships through the Lens of Adversarial Attacks Naresh Gurulingan Elahe Arani Bahram Zonooz 89 8 0 10 Aug 2021
Frustratingly Easy Transferability EstimationInternational Conference on Machine Learning (ICML), 2021 Long-Kai Huang Ying Wei Yu Rong Qiang Yang Junzhou Huang 242 67 0 17 Jun 2021
TOHAN: A One-step Approach towards Few-shot Hypothesis AdaptationNeural Information Processing Systems (NeurIPS), 2021 Haoang Chi Yifan Zhang Wenjing Yang L. Lan Tongliang Liu Bo Han William Cheung James T. Kwok 153 32 0 11 Jun 2021
Meta Discovery: Learning to Discover Novel Classes given Very Limited DataInternational Conference on Learning Representations (ICLR), 2021 Haoang Chi Yifan Zhang Bo Han Wenjing Yang L. Lan Tongliang Liu Gang Niu Mingyuan Zhou Masashi Sugiyama 196 49 0 08 Feb 2021
Progressive Network Grafting for Few-Shot Knowledge Distillation Chengchao Shen Xinchao Wang Youtan Yin Mingli Song Sihui Luo Xiuming Zhang 193 52 0 09 Dec 2020
Ranking Neural CheckpointsComputer Vision and Pattern Recognition (CVPR), 2020 Yandong Li Xuhui Jia Ruoxin Sang Yukun Zhu Bradley Green Liqiang Wang Boqing Gong FedML ELM UQCV 254 56 0 23 Nov 2020
An Information-Geometric Distance on the Space of TasksInternational Conference on Machine Learning (ICML), 2020 Yansong Gao Pratik Chaudhari 143 22 0 01 Nov 2020
Learning Propagation Rules for Attribution Map Generation Yiding Yang Jiayan Qiu Xiuming Zhang Dacheng Tao Xinchao Wang FAtt 100 17 0 14 Oct 2020
Which Model to Transfer? Finding the Needle in the Growing Haystack Cédric Renggli André Susano Pinto Luka Rimanic J. Puigcerver C. Riquelme Ce Zhang Mario Lucic 155 28 0 13 Oct 2020
Factorizable Graph Convolutional Networks Yiding Yang Zunlei Feng Xiuming Zhang Xinchao Wang GNN 180 158 0 12 Oct 2020