PyTorch Metric Learning

20 August 2020

Ser-Nam Lim

Papers citing "PyTorch Metric Learning"

50 / 57 papers shown

Title
Improving Generalization in MRI-Based Deep Learning Models for Total Knee Replacement Prediction Ehsan Karami Hamid Soltanian-Zadeh AI4CE 96 0 0 27 Apr 2025
YOLO11-JDE: Fast and Accurate Multi-Object Tracking with Self-Supervised Re-ID Iñaki Erregue Kamal Nasrollahi Sergio Escalera VOT 118 0 0 23 Jan 2025
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers Stephen Hausler Peyman Moghadam SSL ViT 68 4 0 09 Oct 2024
MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space Terrain Timothy Chase Jr Karthik Dantu 64 0 0 07 Oct 2024
Earth System Data Cubes: Avenues for advancing Earth system research David Montero Guido Kraemer Anca Anghelea C. Aybar Gunnar Brandt ... Francesco Martinuzzi Martin Reinhardt Maximilian Sochting Khalil Teber Miguel D. Mahecha 82 2 0 05 Aug 2024
Tails Tell Tales: Chapter-Wide Manga Transcriptions with Character Names Ragav Sachdeva Gyungin Shin Andrew Zisserman 75 5 0 01 Aug 2024
Explainable Metric Learning for Deflating Data Bias Emma Andrews Prabhat Mishra 72 1 0 05 Jul 2024
Enhancing Understanding Through Wildlife Re-Identification J. Buitenhuis 74 0 0 17 May 2024
Analysis of Embeddings Learned by End-to-End Machine Learning Eye Movement-driven Biometrics Pipeline Mehedi Hasan Raju Lee Friedman Dillon Lohr Oleg V. Komogortsev 82 3 0 26 Feb 2024
Identity-Aware Semi-Supervised Learning for Comic Character Re-Identification Gurkan Soykan Deniz Yuret T. M. Sezgin SSL 144 5 0 17 Aug 2023
Contrastive Learning for API Aspect Analysis G. M. Shahariar Tahmid Hasan Anindya Iqbal Gias Uddin 38 0 0 31 Jul 2023
A metric learning approach for endoscopic kidney stone identification Jorge Gonzalez-Zapata F. Lopez-Tiro Elias Villalvazo-Avila Daniel Flores-Araiza Jacques Hubert Andres Mendez-Vazquez Gilberto Ochoa-Ruiz Christian Daul 124 4 0 13 Jul 2023
Deductive Additivity for Planning of Natural Language Proofs Zayne Sprague Kaj Bostrom Swarat Chaudhuri Greg Durrett LRM 62 5 0 05 Jul 2023
Automatic MILP Solver Configuration By Learning Problem Similarities Abdelrahman I. Hosny Sherief Reda 70 7 0 02 Jul 2023
Deep perceptual hashing algorithms with hidden dual purpose: when client-side scanning does facial recognition Shubham Jain Ana-Maria Cretu Antoine Cully Yves-Alexandre de Montjoye 79 6 0 20 Jun 2023
Quantifying Character Similarity with Vision Transformers Xinmei Yang Abhishek Arora Shao-Yu Jheng Melissa Dell 106 3 0 24 May 2023
Signal vs Noise in Eye-tracking Data: Biometric Implications and Identity Information Across Frequencies Mehedi Hasan Raju Lee Friedman Dillon Lohr Oleg V. Komogortsev 68 5 0 08 May 2023
Efficient OCR for Building a Diverse Digital History Jacob Carlson Tom Bryan Melissa Dell 99 12 0 05 Apr 2023
Versatile User Identification in Extended Reality using Pretrained Similarity-Learning Christian Rack Konstantin Kobs Tamara Fernando Andreas Hotho Marc Latoschik 63 5 0 15 Feb 2023
Reveal the Unknown: Out-of-Knowledge-Base Mention Discovery with Entity Linking Hang Dong Jiaoyan Chen Yuan He Yinan Liu Ian Horrocks 103 10 0 14 Feb 2023
Ensemble Transfer Learning for Multilingual Coreference Resolution T. Lai Heng Ji 41 1 0 22 Jan 2023
Triple-stream Deep Metric Learning of Great Ape Behavioural Actions Otto Brookes Majid Mirmehdi H. Kühl T. Burghardt 81 15 0 06 Jan 2023
Cross-Domain Video Anomaly Detection without Target Domain Adaptation Abhishek Aich Kuan-Chuan Peng Amit K. Roy-Chowdhury 85 25 0 14 Dec 2022
GSV-Cities: Toward Appropriate Supervised Visual Place Recognition A. Ali-bey B. Chaib-draa Philippe Giguère AI4TS 66 101 0 19 Oct 2022
Match Cutting: Finding Cuts with Smooth Visual Transitions Boris Chen Amir Ziai Rebecca Tucker Yuchen Xie VGen 100 14 0 11 Oct 2022
Matching Text and Audio Embeddings: Exploring Transfer-learning Strategies for Language-based Audio Retrieval Benno Weck Miguel Pérez Fernández Holger Kirchhoff Xavier Serra 58 3 0 06 Oct 2022
Bispectral Neural Networks Sophia Sanborn Christian Shewmake Bruno A. Olshausen Christopher Hillar 76 13 0 07 Sep 2022
Category-Level Pose Retrieval with Contrastive Features Learnt with Occlusion Augmentation Georgios Kouros Shubham Shrivastava Cédric Picron Sushruth Nagesh Punarjay Chakravarty Tinne Tuytelaars 3DV 52 2 0 12 Aug 2022
Massively Multilingual Lexical Specialization of Multilingual Transformers Tommaso Green Simone Paolo Ponzetto Goran Glavaš 87 0 0 01 Aug 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
Guided Deep Metric Learning Jorge Gonzalez-Zapata Iván Reyes-Amezcua Daniel Flores-Araiza M. Mendez-Ruiz Gilberto Ochoa-Ruiz Andres Mendez-Vazquez FedML 66 6 0 04 Jun 2022
AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning for Forensic Medical Image Matching Khanh T. K. Nguyen Huy Hoang Nguyen A. Tiulpin MedIm 22 10 0 05 May 2022
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling Lahari Poddar Peiyao Wang J. Reinspach 38 5 0 15 Apr 2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning Algayres Robin Adel Nabli Benoît Sagot Emmanuel Dupoux SSL 79 8 0 11 Apr 2022
Was that so hard? Estimating human classification difficulty Morten Rieger Hannemose Josefine Vilsbøll Sundgaard N. K. Ternov Rasmus Paulsen Anders Christensen 48 4 0 22 Mar 2022
Graph Neural Network for Cell Tracking in Microscopy Videos Tal Ben-Haim Tammy Riklin-Raviv 68 30 0 09 Feb 2022
Spectral, Probabilistic, and Deep Metric Learning: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley 88 21 0 23 Jan 2022
Eye Know You Too: A DenseNet Architecture for End-to-end Eye Movement Biometrics Dillon Lohr Oleg V. Komogortsev 75 4 0 05 Jan 2022
Deep metric learning improves lab of origin prediction of genetically engineered plasmids I. M. Soares Fernando H. F. Camargo Adriano Marques Oliver M. Crook 14 0 0 24 Nov 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 218 232 0 12 Oct 2021
Incremental Class Learning using Variational Autoencoders with Similarity Learning Jiahao Huo Terence L van Zyl CLL 55 1 0 04 Oct 2021
Understanding and Mitigating Annotation Bias in Facial Expression Recognition Yunliang Chen Jungseock Joo CVBM 81 86 0 19 Aug 2021
Multi-granularity for knowledge distillation Baitan Shao Ying Chen 50 4 0 15 Aug 2021
Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering Chang-rui Liu Han Yu Boyang Albert Li Zhiqi Shen Zhanning Gao Peiran Ren Xuansong Xie Li-zhen Cui Chunyan Miao NoLa 64 0 0 03 Aug 2021
Contrastive Fine-tuning Improves Robustness for Neural Rankers Xiaofei Ma Cicero Nogueira dos Santos Andrew O. Arnold 106 20 0 27 May 2021
Video Surveillance for Road Traffic Monitoring Pol Albacar Oscar Lorente Eduard Mainou Ian Riera 44 0 0 11 May 2021
VeriMedi: Pill Identification using Proxy-based Deep Metric Learning and Exact Solution Tekin Evrim Ozmermer Viktors Roze Stanislavs Hilcuks A. Neščerecka MedIm 27 3 0 22 Apr 2021
Eye Know You: Metric Learning for End-to-end Biometric Authentication Using Eye Movements from a Longitudinal Dataset Dillon Lohr Henry K. Griffith Oleg V. Komogortsev 89 33 0 21 Apr 2021
MixDefense: A Defense-in-Depth Framework for Adversarial Example Detection Based on Statistical and Semantic Analysis Yijun Yang Ruiyuan Gao Yu Li Qiuxia Lai Qiang Xu AAML 30 1 0 20 Apr 2021
Noise-resistant Deep Metric Learning with Ranking-based Instance Selection Chang-rui Liu Han Yu Boyang Albert Li Zhiqi Shen Zhanning Gao Peiran Ren Xuansong Xie Li-zhen Cui Chunyan Miao NoLa 80 38 0 30 Mar 2021