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 Metric Learning for Ordered Labeled Trees with pq-grams Mar 9, 2020 General Classification Metric Learning
Code Code Available iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection Mar 9, 2020 Domain Adaptation Metric Learning
— Unverified Online Self-Supervised Learning for Object Picking: Detecting Optimum Grasping Position using a Metric Learning Approach Mar 8, 2020 Metric Learning Object
— Unverified 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 Supervised Categorical Metric Learning with Schatten p-Norms Feb 26, 2020 Metric Learning
— Unverified An end-to-end approach for the verification problem: learning the right distance Feb 21, 2020 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 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 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 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 Deep Metric Structured Learning For Facial Expression Recognition Jan 18, 2020 Emotion Recognition Facial Expression Recognition
— Unverified Classifying All Interacting Pairs in a Single Shot Jan 13, 2020 All Human-Object Interaction Detection
— Unverified Distance Metric Learning with Joint Representation Diversification Jan 1, 2020 Metric Learning
Code Code Available Ranking and Classification driven Feature Learning for Person Re_identification Dec 25, 2019 Classification General Classification
Code Code Available A Simple and Effective Framework for Pairwise Deep Metric Learning Dec 24, 2019 Binary Classification Metric Learning
Code Code Available A Probabilistic approach for Learning Embeddings without Supervision Dec 17, 2019 Clustering Metric Learning
— Unverified Associative Alignment for Few-shot Image Classification Dec 11, 2019 Classification Domain Adaptation
Code Code Available WCE Polyp Detection with Triplet based Embeddings Dec 10, 2019 Medical Procedure Metric Learning
— Unverified Scalable Fine-grained Generated Image Classification Based on Deep Metric Learning Dec 10, 2019 General Classification image-classification
— Unverified Expert-guided Regularization via Distance Metric Learning Dec 9, 2019 Metric Learning
— Unverified Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learning Dec 4, 2019 Clustering Content-Based Image Retrieval
— Unverified Deep Distributional Sequence Embeddings Based on a Wasserstein Loss Dec 4, 2019 Metric Learning
— Unverified R2D2: Reliable and Repeatable Detector and Descriptor Dec 1, 2019 Atari Games Camera Localization
Code Code Available Curvilinear Distance Metric Learning Dec 1, 2019 ARC Metric Learning
Code Code Available The Group Loss for Deep Metric Learning Dec 1, 2019 Clustering Image Retrieval
Code Code Available Unbiased Evaluation of Deep Metric Learning Algorithms Nov 28, 2019 Attribute Metric Learning
Code Code Available A Discriminative Learned CNN Embedding for Remote Sensing Image Scene Classification Nov 28, 2019 Classification General Classification
— Unverified Instance Cross Entropy for Deep Metric Learning Nov 22, 2019 Metric Learning Semantic Similarity
— Unverified Adaptive Nearest Neighbor: A General Framework for Distance Metric Learning Nov 22, 2019 General Classification Metric Learning
— Unverified Large Scale Open-Set Deep Logo Detection Nov 18, 2019 Metric Learning
Code Code Available Distribution Context Aware Loss for Person Re-identification Nov 17, 2019 Clustering Metric Learning
— Unverified Unsupervised Deep Metric Learning via Auxiliary Rotation Loss Nov 16, 2019 Clustering Image Retrieval
— Unverified Semantic Granularity Metric Learning for Visual Search Nov 14, 2019 Attribute Metric Learning
— Unverified Variable Star Classification Using Multi-View Metric Learning Nov 13, 2019 Classification General Classification
— Unverified Part-based Multi-stream Model for Vehicle Searching Nov 11, 2019 Metric Learning Retrieval
— Unverified Ground Metric Learning on Graphs Nov 8, 2019 Metric Learning
Code Code Available DCA: Diversified Co-Attention towards Informative Live Video Commenting Nov 7, 2019 Comment Generation Metric Learning
— Unverified 