Non-isotropy Regularization for Proxy-based Deep Metric Learning

16 March 2022

Papers citing "Non-isotropy Regularization for Proxy-based Deep Metric Learning"

24 / 24 papers shown

Title
Multi-modal Reference Learning for Fine-grained Text-to-Image Retrieval Zehong Ma Hao Chen Wei Zeng Limin Su Shiliang Zhang AI4TS 35 0 0 10 Apr 2025
Realigned Softmax Warping for Deep Metric Learning Michael DeMoor John J. Prevost 41 1 0 28 Aug 2024
Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric XiRuo Jiang Yazhou Yao Xili Dai Fumin Shen Xian-Sheng Hua Heng-Tao Shen 27 0 0 03 Jul 2024
Potential Field Based Deep Metric Learning Shubhang Bhatnagar Narendra Ahuja 42 1 0 28 May 2024
Probabilistic Contrastive Learning for Long-Tailed Visual Recognition Chaoqun Du Yulin Wang Shiji Song Gao Huang 33 23 0 11 Mar 2024
Compressing Deep Reinforcement Learning Networks with a Dynamic Structured Pruning Method for Autonomous Driving Wensheng Su Zhenni Li Minrui Xu Jiawen Kang Dusit Niyato Shengli Xie 13 8 0 07 Feb 2024
Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning Li Ren Chen Chen Liqiang Wang Kien Hua 22 4 0 04 Feb 2024
Generating Multi-Center Classifier via Conditional Gaussian Distribution Zhemin Zhang Xun Gong 21 0 0 29 Jan 2024
Tiny Multi-Agent DRL for Twins Migration in UAV Metaverses: A Multi-Leader Multi-Follower Stackelberg Game Approach Jiawen Kang Yue Zhong Minrui Xu Jiangtian Nie Jinbo Wen Hongyang Du Dongdong Ye Xuming Huang Dusit Niyato Shengli Xie 26 11 0 18 Jan 2024
Vision-by-Language for Training-Free Compositional Image Retrieval Shyamgopal Karthik Karsten Roth Massimiliano Mancini Zeynep Akata CoGe 28 52 0 13 Oct 2023
HPCR: Holistic Proxy-based Contrastive Replay for Online Continual Learning Huiwei Lin Shanshan Feng Baoquan Zhang Xutao Li Y. Ong CLL 37 0 0 26 Sep 2023
Introspective Deep Metric Learning Cheng-Hao Wang Wenzhao Zheng Zheng Hua Zhu Jie Zhou Jiwen Lu UQCV 28 12 0 11 Sep 2023
Generalized Sum Pooling for Metric Learning †. YetiZ.Gürbüz Ozan Sener Alatan RSiM FedML 30 6 0 18 Aug 2023
Generalizable Embeddings with Cross-batch Metric Learning Y. Z. Gürbüz Aydin Alatan FedML 36 2 0 14 Jul 2023
Threshold-Consistent Margin Loss for Open-World Deep Metric Learning Q. Zhang Linghan Xu Qingming Tang Jun Fang Yingqi Wu Joseph Tighe Yifan Xing 22 4 0 08 Jul 2023
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts Karsten Roth Jae Myung Kim A. Sophia Koepke Oriol Vinyals Cordelia Schmid Zeynep Akata VLM 24 70 0 12 Jun 2023
Unicom: Universal and Compact Representation Learning for Image Retrieval Xiang An Jiankang Deng Kaicheng Yang Jaiwei Li Ziyong Feng Jia Guo Jing Yang Tongliang Liu VLM SSL 32 26 0 12 Apr 2023
Disentanglement of Correlated Factors via Hausdorff Factorized Support Karsten Roth Mark Ibrahim Zeynep Akata Pascal Vincent Diane Bouchacourt CML OOD CoGe 28 33 0 13 Oct 2022
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators Abhra Chaudhuri Massimiliano Mancini Zeynep Akata Anjan Dutta 18 4 0 05 Oct 2022
Deep Metric Learning with Chance Constraints Y. Z. Gürbüz Ogul Can Aydin Alatan 19 2 0 19 Sep 2022
A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning Michael Kirchhof Karsten Roth Zeynep Akata Enkelejda Kasneci 9 12 0 08 Jul 2022
Introspective Deep Metric Learning for Image Retrieval Wenzhao Zheng Cheng-Hao Wang Jie Zhou Jiwen Lu VLM 17 0 0 09 May 2022
Contrastive Learning Inverts the Data Generating Process Roland S. Zimmermann Yash Sharma Steffen Schneider Matthias Bethge Wieland Brendel SSL 236 207 0 17 Feb 2021
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications Biagio Brattoli Joseph Tighe Fedor Zhdanov Pietro Perona Krzysztof Chalupka VLM 129 127 0 03 Mar 2020