SoftTriple Loss: Deep Metric Learning Without Triplet Sampling Sep 11, 2019 Image Retrieval Metric Learning
Code Code Available PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment Aug 18, 2019 Few-Shot Semantic Segmentation Metric Learning
Code Code Available Isotropy Maximization Loss and Entropic Score: Accurate, Fast, Efficient, Scalable, and Turnkey Neural Networks Out-of-Distribution Detection Based on The Principle of Maximum Entropy Aug 15, 2019 Data Augmentation Metric Learning
Code Code Available R2D2: Repeatable and Reliable Detector and Descriptor Jun 14, 2019 Interest Point Detection Keypoint Detection
Code Code Available Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse Dataset Jun 10, 2019 Diversity Landmark Recognition
Code Code Available Collaborative Translational Metric Learning Jun 4, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning Apr 14, 2019 Image Retrieval Metric Learning
Code Code Available Metric-Learning based Deep Hashing Network for Content Based Retrieval of Remote Sensing Images Apr 2, 2019 Computational Efficiency Deep Hashing
Code Code Available Deep Cosine Metric Learning for Person Re-Identification Dec 2, 2018 General Classification Metric Learning
Code Code Available Polarity Loss for Zero-shot Object Detection Nov 22, 2018 Generalized Zero-Shot Object Detection Metric Learning
Code Code Available Deep Metric Learning by Online Soft Mining and Class-Aware Attention Nov 4, 2018 Metric Learning Person Re-Identification
Code Code Available Directional Statistics-based Deep Metric Learning for Image Classification and Retrieval Feb 27, 2018 General Classification image-classification
Code Code Available TVAE: Triplet-Based Variational Autoencoder using Metric Learning Feb 13, 2018 Metric Learning Representation Learning
Code Code Available Additive Margin Softmax for Face Verification Jan 17, 2018 Face Verification Metric Learning
Code Code Available Sampling Matters in Deep Embedding Learning Jun 23, 2017 Clustering Face Verification
Code Code Available Time-Contrastive Networks: Self-Supervised Learning from Video Apr 23, 2017 Metric Learning reinforcement-learning
Code Code Available No Fuss Distance Metric Learning using Proxies Mar 21, 2017 Metric Learning Semantic Similarity
Code Code Available Matching Networks for One Shot Learning Jun 13, 2016 Few-Shot Image Classification Few-Shot Learning
Code Code Available Metric Learning with Adaptive Density Discrimination Nov 18, 2015 Attribute Classification
Code Code Available Deep metric learning using Triplet network Dec 20, 2014 General Classification Information Retrieval
Code Code Available Unsupervised Ground Metric Learning Jul 17, 2025 Metric Learning
— Unverified Are encoders able to learn landmarkers for warm-starting of Hyperparameter Optimization? Jul 16, 2025 Hyperparameter Optimization Meta-Learning
— Unverified Droid: A Resource Suite for AI-Generated Code Detection Jul 11, 2025 Metric Learning
— Unverified Grid-Reg: Grid-Based SAR and Optical Image Registration Across Platforms Jul 6, 2025 geo-localization Image Registration
— Unverified Dare to Plagiarize? Plagiarized Painting Recognition and Retrieval Jun 29, 2025 Metric Learning Retrieval
— Unverified Multimodal Information Retrieval for Open World with Edit Distance Weak Supervision Jun 25, 2025 Benchmarking Information Retrieval
— Unverified Offline Goal-Conditioned Reinforcement Learning with Projective Quasimetric Planning Jun 23, 2025 Metric Learning reinforcement-learning
— Unverified Global Ground Metric Learning with Applications to scRNA data Jun 18, 2025 Metric Learning
Code Code Available Few-Shot Learning for Industrial Time Series: A Comparative Analysis Using the Example of Screw-Fastening Process Monitoring Jun 16, 2025 Benchmarking Few-Shot Learning
— Unverified Discrete Scale-invariant Metric Learning for Efficient Collaborative Filtering Jun 11, 2025 Collaborative Filtering Metric Learning
Code Code Available Synthetic Speech Source Tracing using Metric Learning Jun 3, 2025 Metric Learning Self-Supervised Learning
— Unverified Unveiling Audio Deepfake Origins: A Deep Metric learning And Conformer Network Approach With Ensemble Fusion Jun 2, 2025 Face Swapping Metric Learning
— Unverified Self-supervised Latent Space Optimization with Nebula Variational Coding Jun 2, 2025 Form Metric Learning
— Unverified Emotion-aware Dual Cross-Attentive Neural Network with Label Fusion for Stance Detection in Misinformative Social Media Content May 27, 2025 Metric Learning Misinformation
Code Code Available Learning to Select In-Context Demonstration Preferred by Large Language Model May 26, 2025 In-Context Learning Language Modeling
— Unverified Adversarial Deep Metric Learning for Cross-Modal Audio-Text Alignment in Open-Vocabulary Keyword Spotting May 22, 2025 Keyword Spotting Metric Learning
— Unverified LLM-based Evaluation Policy Extraction for Ecological Modeling May 20, 2025 Benchmarking Large Language Model
— Unverified Negative Metric Learning for Graphs May 15, 2025 Contrastive Learning Metric Learning
— Unverified Let Humanoids Hike! Integrative Skill Development on Complex Trails May 9, 2025 Decision Making Hierarchical Reinforcement Learning
— Unverified GRAML: Goal Recognition As Metric Learning May 6, 2025 Metric Learning
— Unverified ProFi-Net: Prototype-based Feature Attention with Curriculum Augmentation for WiFi-based Gesture Recognition Apr 28, 2025 Data Augmentation Few-Shot Learning
— Unverified A Few-Shot Metric Learning Method with Dual-Channel Attention for Cross-Modal Same-Neuron Identification Apr 23, 2025 Metric Learning
— Unverified Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery Apr 11, 2025 Continual Learning Knowledge Distillation
Code Code Available Optimistic Online Learning in Symmetric Cone Games Apr 4, 2025 Metric Learning
— Unverified Randomized Pairwise Learning with Adaptive Sampling: A PAC-Bayes Analysis Apr 3, 2025 Metric Learning Stochastic Optimization
— Unverified Reasoning and Learning a Perceptual Metric for Self-Training of Reflective Objects in Bin-Picking with a Low-cost Camera Mar 26, 2025 Metric Learning
Code Code Available Enhancing Martian Terrain Recognition with Deep Constrained Clustering Mar 22, 2025 Clustering Constrained Clustering
— Unverified Reconstructing Cell Lineage Trees from Phenotypic Features with Metric Learning Mar 18, 2025 Metric Learning
— Unverified Riemannian Metric Learning: Closer to You than You Imagine Mar 7, 2025 Causal Inference Metric Learning
— Unverified Radar Pulse Deinterleaving with Transformer Based Deep Metric Learning Mar 4, 2025 Metric Learning Triplet
— Unverified 