A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings Dec 1, 2020 Lexical Entailment Metric Learning
— Unverified Sharper Generalization Bounds for Pairwise Learning Dec 1, 2020 Generalization Bounds Metric Learning
— Unverified Generalization Bound of Gradient Descent for Non-Convex Metric Learning Dec 1, 2020 Metric Learning
Code Code Available 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 SOE-Net: A Self-Attention and Orientation Encoding Network for Point Cloud based Place Recognition Nov 24, 2020 3D Place Recognition Metric Learning
Code Code Available 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 Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping Nov 17, 2020 Metric Learning Position
Code Code Available Improving Calibration in Deep Metric Learning With Cross-Example Softmax Nov 17, 2020 All Image Retrieval
— Unverified A New Similarity Space Tailored for Supervised Deep Metric Learning Nov 16, 2020 Metric Learning
Code Code Available Masked Proxy Loss For Text-Independent Speaker Verification Nov 9, 2020 Metric Learning Speaker Recognition
Code Code Available MinkLoc3D: Point Cloud Based Large-Scale Place Recognition Nov 9, 2020 3D Place Recognition 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 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 Adversarial Self-Supervised Scene Flow Estimation Nov 1, 2020 Metric Learning Scene Flow Estimation
Code Code Available Language and Obfuscation Oblivious Source Code Authorship Attribution Oct 30, 2020 Authorship Attribution Metric Learning
— Unverified Multimodal Metric Learning for Tag-based Music Retrieval Oct 30, 2020 Cross-Modal Retrieval Metric Learning
Code Code Available 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 Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies Oct 26, 2020 General Classification Graph Classification
Code Code Available 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 Restoring Negative Information in Few-Shot Object Detection Oct 22, 2020 Few-Shot Learning Few-Shot Object Detection
Code Code Available Self-Alignment Pretraining for Biomedical Entity Representations Oct 22, 2020 Benchmarking Entity Linking
Code Code Available 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 Contrastive Learning with Hard Negative Samples Oct 9, 2020 Contrastive Learning Metric Learning
Code Code Available Low-Rank Robust Online Distance/Similarity Learning based on the Rescaled Hinge Loss Oct 7, 2020 Metric Learning Triplet
— Unverified Universal Weighting Metric Learning for Cross-Modal Matching Oct 7, 2020 Image-text matching Metric Learning
Code Code Available 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 FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization Oct 2, 2020 Meta Reinforcement Learning Metric Learning
Code Code Available 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 Reducing Class Collapse in Metric Learning with Easy Positive Sampling Sep 28, 2020 Image Retrieval 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 