A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings Dec 1, 2020 Lexical Entailment Metric Learning
— Unverified Multi-scale Adaptive Task Attention Network for Few-Shot Learning Nov 30, 2020 Few-Shot Image Classification Few-Shot Learning
— Unverified Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19 Nov 26, 2020 Diagnostic Image Retrieval
— Unverified Better Knowledge Retention through Metric Learning Nov 26, 2020 Continual Learning Metric Learning
— Unverified A Self-Penalizing Objective Function for Scalable Interaction Detection Nov 24, 2020 Metric Learning Variable Selection
— Unverified SLADE: A Self-Training Framework For Distance Metric Learning Nov 20, 2020 Metric Learning Representation Learning
— Unverified Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning Nov 19, 2020 Data Augmentation Few-Shot Learning
— Unverified Improving Calibration in Deep Metric Learning With Cross-Example Softmax Nov 17, 2020 All Image Retrieval
— Unverified Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping Nov 17, 2020 Metric Learning Position
Code Code Available A New Similarity Space Tailored for Supervised Deep Metric Learning Nov 16, 2020 Metric Learning
Code Code Available A Broad Dataset is All You Need for One-Shot Object Detection Nov 9, 2020 All Few-Shot Learning
— Unverified Masked Proxy Loss For Text-Independent Speaker Verification Nov 9, 2020 Metric Learning Speaker Recognition
Code Code Available MLAS: Metric Learning on Attributed Sequences Nov 8, 2020 Attribute Metric Learning
— Unverified Deep Metric Learning with Spherical Embedding Nov 5, 2020 Face Recognition Metric Learning
— Unverified Few-Shot Font Generation with Deep Metric Learning Nov 4, 2020 Font Generation Metric Learning
— Unverified Set Augmented Triplet Loss for Video Person Re-Identification Nov 2, 2020 Metric Learning Person Re-Identification
— Unverified Do not trust the neighbors! Adversarial Metric Learning for Self-Supervised Scene Flow Estimation Nov 1, 2020 Action Classification Collision Avoidance
— Unverified Language and Obfuscation Oblivious Source Code Authorship Attribution Oct 30, 2020 Authorship Attribution Metric Learning
— Unverified Data-driven prediction of multistable systems from sparse measurements Oct 28, 2020 Metric Learning
— Unverified Malicious Requests Detection with Improved Bidirectional Long Short-term Memory Neural Networks Oct 26, 2020 Few-Shot Learning Metric Learning
— Unverified XDM: Improving Sequential Deep Matching with Unclicked User Behaviors for Recommender System Oct 24, 2020 Metric Learning Recommendation Systems
Code Code Available Beyond the Deep Metric Learning: Enhance the Cross-Modal Matching with Adversarial Discriminative Domain Regularization Oct 23, 2020 Metric Learning Sentence
— Unverified Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning Oct 23, 2020 3D Shape Retrieval Metric Learning
Code Code Available Momentum Contrast Speaker Representation Learning Oct 22, 2020 Contrastive Learning Metric Learning
— Unverified Multi-task Metric Learning for Text-independent Speaker Verification Oct 21, 2020 Metric Learning Speaker Verification
— Unverified Rotation Invariant Aerial Image Retrieval with Group Convolutional Metric Learning Oct 19, 2020 Image Retrieval Metric Learning
— Unverified Graphite: GRAPH-Induced feaTure Extraction for Point Cloud Registration Oct 18, 2020 Descriptive Keypoint Detection
Code Code Available FILM: A Fast, Interpretable, and Low-rank Metric Learning Approach for Sentence Matching Oct 12, 2020 Metric Learning Semantic Similarity
— Unverified Unsupervised Distillation of Syntactic Information from Contextualized Word Representations Oct 11, 2020 Disentanglement Metric Learning
Code Code Available Contrastive Representation Learning: A Framework and Review Oct 10, 2020 BIG-bench Machine Learning Contrastive Learning
— Unverified Uncertainty-Aware Few-Shot Image Classification Oct 9, 2020 Classification Few-Shot Image Classification
— Unverified Low-Rank Robust Online Distance/Similarity Learning based on the Rescaled Hinge Loss Oct 7, 2020 Metric Learning Triplet
— Unverified DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval Oct 7, 2020 Generative Adversarial Network Image Retrieval
— Unverified Latent Topic Refinement based on Distance Metric Learning and Semantics-assisted Non-negative Matrix Factorization Oct 1, 2020 Metric Learning
— Unverified A new dataset of dog breed images and a benchmark for fine-grained classification Oct 1, 2020 Benchmarking Classification
— Unverified Acceleration of Large Margin Metric Learning for Nearest Neighbor Classification Using Triplet Mining and Stratified Sampling Sep 29, 2020 Metric Learning Triplet
Code Code Available RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification Sep 28, 2020 General Classification Metric Learning
— Unverified Discriminative Representation Loss (DRL): A More Efficient Approach than Gradient Re-Projection in Continual Learning Sep 28, 2020 Continual Learning Diversity
— Unverified Reducing Class Collapse in Metric Learning with Easy Positive Sampling Sep 28, 2020 Image Retrieval Metric Learning
— Unverified Learning Self-Expression Metrics for Scalable and Inductive Subspace Clustering Sep 27, 2020 Clustering Metric Learning
Code Code Available Unsupervised Domain Adaptation for Person Re-Identification through Source-Guided Pseudo-Labeling Sep 20, 2020 Domain Adaptation Metric Learning
— Unverified TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling Sep 18, 2020 Deep Learning Metric Learning
— Unverified Cosine meets Softmax: A tough-to-beat baseline for visual grounding Sep 13, 2020 Autonomous Driving Metric Learning
Code Code Available 3D Facial Matching by Spiral Convolutional Metric Learning and a Biometric Fusion-Net of Demographic Properties Sep 10, 2020 Face Recognition Metric Learning
— Unverified Diversified Mutual Learning for Deep Metric Learning Sep 9, 2020 Diversity Metric Learning
— Unverified Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised Approach for Feature Embedding Sep 9, 2020 Benchmarking Clustering
Code Code Available Proxy Network for Few Shot Learning Sep 9, 2020 Few-Shot Learning Meta-Learning
Code Code Available Understanding and Exploiting Dependent Variables with Deep Metric Learning Sep 8, 2020 Autonomous Navigation Classification
— Unverified Simultaneous Preference and Metric Learning from Paired Comparisons Sep 4, 2020 Metric Learning Recommendation Systems
— Unverified Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning Aug 23, 2020 Graph Neural Network Graph Representation Learning
— Unverified 