Deep Metric Learning via Lifted Structured Feature Embedding

Deep Metric Learning via Lifted Structured Feature Embedding

19 November 2015

Stefanie Jegelka

Silvio Savarese

Papers citing "Deep Metric Learning via Lifted Structured Feature Embedding"

12 / 12 papers shown

Title
Locality-Sensitive Hashing for Efficient Hard Negative Sampling in Contrastive Learning Fabian Deuser Philipp Hausenblas Hannah Schieber Daniel Roth Martin Werner Norbert Oswald 78 0 0 23 May 2025
Implicit Contrastive Representation Learning with Guided Stop-gradient Byeongchan Lee Sehyun Lee SSL 164 2 0 12 Mar 2025
Neuro-Symbolic Contrastive Learning for Cross-domain Inference Mingyue Liu Ryo Ueda Zhen Wan Katsumi Inoue Chris G. Willcocks NAI 120 0 0 13 Feb 2025
Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion Marco Mistretta Alberto Baldrati Lorenzo Agnolucci Marco Bertini Andrew D. Bagdanov CLIP VLM 132 4 0 06 Feb 2025
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection Zhipeng Yu Qianqian Xu Yangbangyan Jiang Yingfei Sun Qingming Huang NoLa 96 0 0 19 Jan 2025
TIPS: Text-Image Pretraining with Spatial awareness Kevis-Kokitsi Maninis Kaifeng Chen Soham Ghosh Arjun Karpur Koert Chen ... Jan Dlabal Dan Gnanapragasam Mojtaba Seyedhosseini Howard Zhou Andre Araujo VLM 50 3 0 21 Oct 2024
Potential Field Based Deep Metric Learning Shubhang Bhatnagar Narendra Ahuja 60 1 0 28 May 2024
BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition Y. Kim Wonpyo Park Jongju Shin CVBM 105 51 0 15 Aug 2020
CoMIR: Contrastive Multimodal Image Representation for Registration Nicolas Pielawski Elisabeth Wetzer Johan Öfverstedt Jiahao Lu Carolina Wählby Joakim Lindblad Natavsa Sladoje 48 81 0 11 Jun 2020
OpenGAN: Open Set Generative Adversarial Networks Luke Ditria Benjamin J. Meyer Tom Drummond VLM AI4CE GAN 71 20 0 18 Mar 2020
Revisiting IM2GPS in the Deep Learning Era Nam N. Vo Nathan Jacobs James Hays 35 115 0 13 May 2017
Zero-Shot Learning Through Cross-Modal Transfer R. Socher M. Ganjoo Hamsa Sridhar Osbert Bastani Christopher D. Manning A. Ng BDL VLM 98 1,467 0 16 Jan 2013