Deep multi-metric learning for text-independent speaker verification Jul 17, 2020 Metric Learning Speaker Verification
Code Code Available Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization Jul 13, 2020 Metric Learning Triplet
Code Code Available Spatial Semantic Embedding Network: Fast 3D Instance Segmentation with Deep Metric Learning Jul 7, 2020 3D Instance Segmentation 3D Reconstruction
Code Code Available Asymmetric metric learning for knowledge transfer Jun 29, 2020 Image Retrieval Metric Learning
Code Code Available Graph Neural Network Based Coarse-Grained Mapping Prediction Jun 24, 2020 Clustering Graph Neural Network
Code Code Available Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings Jun 21, 2020 Graph Embedding Graph Learning
Code Code Available Compositional Learning of Image-Text Query for Image Retrieval Jun 19, 2020 Image Retrieval
Code Code Available Self-supervised Knowledge Distillation for Few-shot Learning Jun 17, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available Visual Identification of Individual Holstein-Friesian Cattle via Deep Metric Learning Jun 16, 2020 Metric Learning Triplet
Code Code Available Attribute-aware Identity-hard Triplet Loss for Video-based Person Re-identification Jun 13, 2020 Attribute Metric Learning
Code Code Available Provably Robust Metric Learning Jun 12, 2020 Metric Learning
Code Code Available Quasi-Dense Similarity Learning for Multiple Object Tracking Jun 11, 2020 Contrastive Learning Metric Learning
Code Code Available Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples Jun 7, 2020 General Classification Metric Learning
Code Code Available DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations Jun 5, 2020 Clustering Contrastive Learning
Code Code Available Towards Transferable Targeted Attack Jun 1, 2020 Metric Learning
Code Code Available ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification May 28, 2020 Few-Shot Image Classification Fine-Grained Image Recognition
Code Code Available Few-Shot Open-Set Recognition using Meta-Learning May 27, 2020 Classification General Classification
Code Code Available Unsupervised Anomaly Detection via Deep Metric Learning with End-to-End Optimization May 12, 2020 Anomaly Detection Metric Learning
Code Code Available One-Shot Object Detection without Fine-Tuning May 8, 2020 Metric Learning Object
Code Code Available DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning Apr 28, 2020 Metric Learning
Code Code Available Maximum Density Divergence for Domain Adaptation Apr 27, 2020 Domain Adaptation Metric Learning
Code Code Available SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot Action Recognition Apr 23, 2020 Action Recognition Face Identification
Code Code Available Continual Learning of Object Instances Apr 22, 2020 Continual Learning Metric Learning
Code Code Available Triplet Loss for Knowledge Distillation Apr 17, 2020 Knowledge Distillation Metric Learning
Code Code Available Deformation-Aware 3D Model Embedding and Retrieval Apr 2, 2020 3D Object Reconstruction Metric Learning
Code Code Available 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 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 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 OpenGAN: Open Set Generative Adversarial Networks Mar 18, 2020 Data Augmentation Metric Learning
Code Code Available A Metric Learning Reality Check Mar 18, 2020 Metric Learning
Code Code Available Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning Mar 5, 2020 Clustering Image Retrieval
Code Code Available Generalized Product Quantization Network for Semi-supervised Image Retrieval Feb 26, 2020 Image Retrieval Metric Learning
Code Code Available Circle Loss: A Unified Perspective of Pair Similarity Optimization Feb 25, 2020 Face Recognition Face Verification
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 An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality Feb 14, 2020 Inductive Bias Metric Learning
Code Code Available Graph Neural Distance Metric Learning with Graph-Bert Feb 9, 2020 Clustering Graph Classification
Code Code Available Symmetrical Synthesis for Deep Metric Learning Jan 31, 2020 Clustering Image Retrieval
Code Code Available Weakly Supervised Temporal Action Localization Using Deep Metric Learning Jan 21, 2020 Action Localization Metric Learning
Code Code Available Deep Learning for Person Re-identification: A Survey and Outlook Jan 13, 2020 Cross-Modal Person Re-Identification Deep Learning
Code Code Available Deep Iterative and Adaptive Learning for Graph Neural Networks Dec 17, 2019 Graph Learning Graph structure learning
Code Code Available Cross-Batch Memory for Embedding Learning Dec 14, 2019 GPU Image Retrieval
Code Code Available Fully Convolutional Geometric Features Oct 27, 2019 3D Feature Matching 3D Point Cloud Matching
Code Code Available Learning Invariant Representations of Social Media Users Oct 11, 2019 Clustering Metric Learning
Code Code Available 