v1v2v3 (latest)

No Fuss Distance Metric Learning using Proxies

21 March 2017

Yair Movshovitz-Attias

Sergey Ioffe

Papers citing "No Fuss Distance Metric Learning using Proxies"

50 / 326 papers shown

Title
DAS: Densely-Anchored Sampling for Deep Metric Learning Lizhao Liu Shan Huang Zhuangwei Zhuang Ran Yang Mingkui Tan Yaowei Wang 90 7 0 30 Jul 2022
Dynamic Gradient Reactivation for Backward Compatible Person Re-identification Xiao Pan Haowen Luo Weihua Chen Fan Wang Hao Li Wei Jiang Jianming Zhang Jianyang Gu Peike Li 77 7 0 12 Jul 2022
A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning Michael Kirchhof Karsten Roth Zeynep Akata Enkelejda Kasneci 97 13 0 08 Jul 2022
Hierarchical Average Precision Training for Pertinent Image Retrieval Elias Ramzi Nicolas Audebert Nicolas Thome Clément Rambour Xavier Bitot 58 7 0 05 Jul 2022
Few-shot incremental learning in the context of solar cell quality inspection Julen Balzategui Luka Eciolaza 19 6 0 01 Jul 2022
Attention-based Dynamic Subspace Learners for Medical Image Analysis V. SukeshAdiga Jose Dolz H. Lombaert 49 1 0 18 Jun 2022
Improving Generalization of Metric Learning via Listwise Self-distillation Zelong Zeng Fan Yang Ziyi Wang Shiníchi Satoh FedML 70 1 0 17 Jun 2022
Large-Margin Representation Learning for Texture Classification Jonathan de Matos L. S. Oliveira Alceu de Souza Britto Junior Alessandro Lameiras Koerich 22 2 0 17 Jun 2022
MORE: A Metric Learning Based Framework for Open-domain Relation Extraction Yutong Wang Renze Lou Kai Zhang Mao Yan Chen Yujiu Yang 31 8 0 01 Jun 2022
Continual Learning for Visual Search with Backward Consistent Feature Embedding Timmy S. T. Wan Jun-Cheng Chen Tzer-Yi Wu Chu-Song Chen CLL VLM 85 19 0 26 May 2022
Deep Image Retrieval is not Robust to Label Noise Stanislav Dereka I. Karpukhin Sergey Kolesnikov NoLa VLM 65 2 0 23 May 2022
Bypassing Logits Bias in Online Class-Incremental Learning with a Generative Framework Gehui Shen Shibo Jie Ziheng Li Zhi-Hong Deng CLL 25 0 0 19 May 2022
Evaluating Generalizability of Fine-Tuned Models for Fake News Detection Abhijit Suprem C. Pu 72 4 0 15 May 2022
Introspective Deep Metric Learning for Image Retrieval Wenzhao Zheng Cheng-Hao Wang Jie Zhou Jiwen Lu VLM 57 0 0 09 May 2022
Do Different Deep Metric Learning Losses Lead to Similar Learned Features? Konstantin Kobs M. Steininger Andrzej Dulny Andreas Hotho 31 8 0 05 May 2022
Self-Taught Metric Learning without Labels Sungyeon Kim Dongwon Kim Minsu Cho Suha Kwak SSL 105 21 0 04 May 2022
Training and challenging models for text-guided fashion image retrieval Eric Dodds Jack Culpepper Gaurav Srivastava 56 9 0 23 Apr 2022
Planes vs. Chairs: Category-guided 3D shape learning without any 3D cues Zixuan Huang Stefan Stojanov Anh Thai Varun Jampani James M. Rehg 3DV 135 11 0 21 Apr 2022
The Group Loss++: A deeper look into group loss for deep metric learning Ismail Elezi Jenny Seidenschwarz Laurin Wagner Sebastiano Vascon Alessandro Torcinovich Marcello Pelillo Laura Leal-Taixe 71 12 0 04 Apr 2022
Asymmetric Proxy Loss for Multi-View Acoustic Word Embeddings Myunghun Jung Hoirin Kim 68 4 0 30 Mar 2022
Learning a Structured Latent Space for Unsupervised Point Cloud Completion Yingjie Cai Kwan-Yee Lin Chao Zhang Qiang Wang Xiaogang Wang Hongsheng Li 3DPC SSL 95 37 0 29 Mar 2022
Attributable Visual Similarity Learning Borui Zhang Wenzhao Zheng Jie Zhou Jiwen Lu 69 18 0 28 Mar 2022
Class-Incremental Learning for Action Recognition in Videos Jaeyoo Park Minsoo Kang Bohyung Han CLL 84 52 0 25 Mar 2022
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning Natalie Dullerud Karsten Roth Kimia Hamidieh Nicolas Papernot Marzyeh Ghassemi 90 15 0 23 Mar 2022
Hyperbolic Vision Transformers: Combining Improvements in Metric Learning Aleksandr Ermolov L. Mirvakhabova Valentin Khrulkov N. Sebe Ivan Oseledets 96 105 0 21 Mar 2022
Non-isotropy Regularization for Proxy-based Deep Metric Learning Karsten Roth Oriol Vinyals Zeynep Akata 105 39 0 16 Mar 2022
Integrating Language Guidance into Vision-based Deep Metric Learning Karsten Roth Oriol Vinyals Zeynep Akata VLM 55 29 0 16 Mar 2022
How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection? Yifei Ming Yiyou Sun Ousmane Amadou Dia Yixuan Li OODD 173 103 0 08 Mar 2022
Probabilistic Embeddings Revisited I. Karpukhin Stanislav Dereka Sergey Kolesnikov UQCV AAML 47 10 0 14 Feb 2022
Dissecting the impact of different loss functions with gradient surgery Hong Xuan Robert Pless 30 1 0 27 Jan 2022
Spectral, Probabilistic, and Deep Metric Learning: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley 88 21 0 23 Jan 2022
Visual Representation Learning with Self-Supervised Attention for Low-Label High-data Regime Prarthana Bhattacharyya Chenge Li Xiaonan Zhao István Fehérvári Jason Sun ViT 64 2 0 22 Jan 2022
Adaptive neighborhood Metric learning Kun Song Junwei Han Gong Cheng Jiwen Lu Feiping Nie 70 27 0 20 Jan 2022
Offline-Online Associated Camera-Aware Proxies for Unsupervised Person Re-identification Menglin Wang Jiachen Li Baisheng Lai Xiaojin Gong Xiansheng Hua 90 23 0 15 Jan 2022
A Comprehensive Empirical Study of Vision-Language Pre-trained Model for Supervised Cross-Modal Retrieval Zhixiong Zeng Wenji Mao VLM 52 18 0 08 Jan 2022
Learning to Generate Novel Classes for Deep Metric Learning Kyungmoo Lee Sungyeon Kim Seunghoon Hong Suha Kwak 85 1 0 04 Jan 2022
Multi-Head Deep Metric Learning Using Global and Local Representations M. K. Ebrahimpour Gang Qian Allison Beach 73 8 0 28 Dec 2021
Deep Hash Distillation for Image Retrieval Young Kyun Jang Geonmo Gu ByungSoo Ko Isaac Kang N. Cho 93 36 0 16 Dec 2021
Applying SoftTriple Loss for Supervised Language Model Fine Tuning Witold Sosnowski Anna Wróblewska P. Gawrysiak 24 0 0 15 Dec 2021
Modality-Aware Triplet Hard Mining for Zero-shot Sketch-Based Image Retrieval Zongheng Huang YiFan Sun Chuchu Han Changxin Gao Nong Sang 82 6 0 15 Dec 2021
DeepDiffusion: Unsupervised Learning of Retrieval-adapted Representations via Diffusion-based Ranking on Latent Feature Manifold T. Furuya Ryutarou Ohbuchi DiffM 69 1 0 14 Dec 2021
Anchoring to Exemplars for Training Mixture-of-Expert Cell Embeddings Siqi Wang Manyuan Lu Nikita Moshkov Juan C. Caicedo Bryan A. Plummer 51 4 0 06 Dec 2021
ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval Hao Ren Ziqiang Zheng Yang Wu Hong-wei Lu Yang Yang Ying Shan Sai-Kit Yeung 97 15 0 24 Nov 2021
Full-attention based Neural Architecture Search using Context Auto-regression Yuan Zhou Haiyang Wang Shuwei Huo Boyu Wang 62 3 0 13 Nov 2021
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity Sebastian Ribecky J. Abeßer Hanna M. Lukashevich 35 0 0 02 Nov 2021
Adaptive Hierarchical Similarity Metric Learning with Noisy Labels Jiexi Yan Lei Luo Cheng Deng Heng-Chiao Huang NoLa 55 20 0 29 Oct 2021
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding Jasmine Collins Shubham Goel Kenan Deng Achleshwar Luthra Leon L. Xu ... T. F. Y. Vicente T. Dideriksen H. Arora M. Guillaumin Jitendra Malik 220 232 0 12 Oct 2021
Multi Proxy Anchor Family Loss for Several Types of Gradients Shozo Saeki Minoru Kawahara Hirohisa Aman 55 2 0 08 Oct 2021
Robust and Decomposable Average Precision for Image Retrieval Elias Ramzi Nicolas Thome Clément Rambour Nicolas Audebert Xavier Bitot 109 28 0 01 Oct 2021
SphereFace Revived: Unifying Hyperspherical Face Recognition Weiyang Liu Yandong Wen Bhiksha Raj Rita Singh Adrian Weller 3DH CVBM 100 39 0 12 Sep 2021