ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis Apr 2, 2020 Image Retrieval Metric Learning
Code Code Available A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification Mar 31, 2020 Metric Learning Speaker Verification
Code Code Available Proxy Anchor Loss for Deep Metric Learning Mar 31, 2020 Fine-Grained Image Classification Fine-Grained Vehicle Classification
Code Code Available Secure Metric Learning via Differential Pairwise Privacy Mar 30, 2020 Metric Learning
— Unverified Stochastic Flows and Geometric Optimization on the Orthogonal Group Mar 30, 2020 Metric Learning Reinforcement Learning
— Unverified Negative Margin Matters: Understanding Margin in Few-shot Classification Mar 26, 2020 Classification Few-Shot Image Classification
Code Code Available A Unified Object Motion and Affinity Model for Online Multi-Object Tracking Mar 25, 2020 Metric Learning Multi-Object Tracking
Code Code Available PADS: Policy-Adapted Sampling for Visual Similarity Learning Mar 24, 2020 Metric Learning Reinforcement Learning
Code Code Available Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning Mar 23, 2020 Metric Learning
Code Code Available Temporally Coherent Embeddings for Self-Supervised Video Representation Learning Mar 21, 2020 Action Recognition Metric Learning
Code Code Available A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses Mar 19, 2020 Metric Learning
Code Code Available Detecting Deepfakes with Metric Learning Mar 19, 2020 Data Compression Face Swapping
Code Code Available A Metric Learning Reality Check Mar 18, 2020 Metric Learning
Code Code Available OpenGAN: Open Set Generative Adversarial Networks Mar 18, 2020 Data Augmentation Metric Learning
Code Code Available CAFENet: Class-Agnostic Few-Shot Edge Detection Network Mar 18, 2020 Decoder Edge Detection
— Unverified Building Computationally Efficient and Well-Generalizing Person Re-Identification Models with Metric Learning Mar 17, 2020 Domain Generalization Face Recognition
Code Code Available M^5L: Multi-Modal Multi-Margin Metric Learning for RGBT Tracking Mar 17, 2020 Metric Learning
— Unverified Vec2Face: Unveil Human Faces from their Blackbox Features in Face Recognition Mar 16, 2020 Benchmarking Face Recognition
— Unverified Channel Interaction Networks for Fine-Grained Image Categorization Mar 11, 2020 Image Categorization Metric Learning
— Unverified iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection Mar 9, 2020 Domain Adaptation Metric Learning
— Unverified Metric Learning for Ordered Labeled Trees with pq-grams Mar 9, 2020 General Classification Metric Learning
Code Code Available Online Self-Supervised Learning for Object Picking: Detecting Optimum Grasping Position using a Metric Learning Approach Mar 8, 2020 Metric Learning Object
— Unverified Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning Mar 5, 2020 Clustering Image Retrieval
Code Code Available Image-based OoD-Detector Principles on Graph-based Input Data in Human Action Recognition Mar 3, 2020 Action Recognition Metric Learning
— Unverified Why is the Mahalanobis Distance Effective for Anomaly Detection? Mar 1, 2020 Anomaly Detection General Classification
— Unverified Learning to Compare Relation: Semantic Alignment for Few-Shot Learning Feb 29, 2020 Few-Shot Learning Metric Learning
— Unverified Action Quality Assessment using Siamese Network-Based Deep Metric Learning Feb 27, 2020 Action Quality Assessment Metric Learning
— Unverified Affinity guided Geometric Semi-Supervised Metric Learning Feb 27, 2020 Metric Learning Riemannian optimization
— Unverified Generalized Product Quantization Network for Semi-supervised Image Retrieval Feb 26, 2020 Image Retrieval Metric Learning
Code Code Available Supervised Categorical Metric Learning with Schatten p-Norms Feb 26, 2020 Metric Learning
— Unverified Circle Loss: A Unified Perspective of Pair Similarity Optimization Feb 25, 2020 Face Recognition Face Verification
Code Code Available An end-to-end approach for the verification problem: learning the right distance Feb 21, 2020 Metric Learning
Code Code Available Revisiting Training Strategies and Generalization Performance in Deep Metric Learning Feb 19, 2020 Metric Learning
Code Code Available CoLES: Contrastive Learning for Event Sequences with Self-Supervision Feb 19, 2020 Contrastive Learning Metric Learning
Code Code Available Deep Transform and Metric Learning Network: Wedding Deep Dictionary Learning and Neural Networks Feb 18, 2020 Denoising Dictionary Learning
— Unverified An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality Feb 14, 2020 Inductive Bias Metric Learning
Code Code Available Multiple Metric Learning for Structured Data Feb 13, 2020 Metric Learning
— Unverified Exploiting the Matching Information in the Support Set for Few Shot Event Classification Feb 13, 2020 Classification Few-Shot Learning
— Unverified 3D Point Cloud Enhancement using Graph-Modelled Multiview Depth Measurements Feb 11, 2020 3D geometry Denoising
— Unverified Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video-Based Face Recognition Feb 11, 2020 Camera Calibration Domain Adaptation
— Unverified Graph Neural Distance Metric Learning with Graph-Bert Feb 9, 2020 Clustering Graph Classification
Code Code Available Learning Test-time Augmentation for Content-based Image Retrieval Feb 5, 2020 Content-Based Image Retrieval Data Augmentation
— Unverified Relaxed N-Pairs Loss for Context-Aware Recommendations of Television Content Feb 4, 2020 Metric Learning
— Unverified Distance Metric Learning for Graph Structured Data Feb 3, 2020 Computational Efficiency General Classification
Code Code Available Symmetrical Synthesis for Deep Metric Learning Jan 31, 2020 Clustering Image Retrieval
Code Code Available Deep Metric Learning Network using Proxies for Chromosome Classification in Karyotyping Test Jan 29, 2020 Image Retrieval Metric Learning
— Unverified Graph Metric Learning via Gershgorin Disc Alignment Jan 28, 2020 Metric Learning
— Unverified Weakly Supervised Temporal Action Localization Using Deep Metric Learning Jan 21, 2020 Action Localization Metric Learning
Code Code Available Deep Metric Structured Learning For Facial Expression Recognition Jan 18, 2020 Emotion Recognition Facial Expression Recognition
— Unverified Deep Learning for Person Re-identification: A Survey and Outlook Jan 13, 2020 Cross-Modal Person Re-Identification Deep Learning
Code Code Available 