A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning Jul 8, 2022 Metric Learning
Code Code Available One for All: Simultaneous Metric and Preference Learning over Multiple Users Jul 7, 2022 All Metric Learning
Code Code Available Patch-wise Deep Metric Learning for Unsupervised Low-Dose CT Denoising Jul 6, 2022 CT Reconstruction Denoising
Code Code Available Hierarchical Average Precision Training for Pertinent Image Retrieval Jul 5, 2022 Image Retrieval Metric Learning
Code Code Available Dynamic Contrastive Distillation for Image-Text Retrieval Jul 4, 2022 Contrastive Learning GPU
— Unverified I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding Jun 28, 2022 Density Estimation Metric Learning
Code Code Available Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting Jun 28, 2022 Keyword Spotting Metric Learning
— Unverified Rethinking Collaborative Metric Learning: Toward an Efficient Alternative without Negative Sampling Jun 23, 2022 Metric Learning Recommendation Systems
Code Code Available Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation Jun 20, 2022 Disentanglement Domain Adaptation
— Unverified Improving Generalization of Metric Learning via Listwise Self-distillation Jun 17, 2022 Metric Learning
Code Code Available Large-Margin Representation Learning for Texture Classification Jun 17, 2022 Classification Metric Learning
— Unverified Neural Bregman Divergences for Distance Learning Jun 9, 2022 Metric Learning Retrieval
— Unverified Metric Based Few-Shot Graph Classification Jun 8, 2022 Classification Data Augmentation
Code Code Available Towards Individual Grevy's Zebra Identification via Deep 3D Fitting and Metric Learning Jun 5, 2022 Metric Learning
Code Code Available Guided Deep Metric Learning Jun 4, 2022 Few-Shot Learning Knowledge Distillation
— Unverified Learning Speaker-specific Lip-to-Speech Generation Jun 4, 2022 Decoder Lip Reading
— Unverified Learning an Adaptation Function to Assess Image Visual Similarities Jun 3, 2022 Image Categorization Image Similarity Search
Code Code Available MORE: A Metric Learning Based Framework for Open-domain Relation Extraction Jun 1, 2022 Clustering Metric Learning
Code Code Available Towards Context-Aware Neural Performance-Score Synchronisation May 31, 2022 Feature Engineering Form
— Unverified Contrasting quadratic assignments for set-based representation learning May 31, 2022 Contrastive Learning Metric Learning
Code Code Available TrackNet: A Triplet metric-based method for Multi-Target Multi-Camera Vehicle Tracking May 27, 2022 Metric Learning Triplet
Code Code Available A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy Detection May 24, 2022 Copy Detection Metric Learning
Code Code Available Persistent Weak Interferer Detection in WiFi Networks: A Deep Learning Based Approach May 23, 2022 Metric Learning
— Unverified Facing the Void: Overcoming Missing Data in Multi-View Imagery May 21, 2022 Classification image-classification
Code Code Available Detect Professional Malicious User with Metric Learning in Recommender Systems May 19, 2022 Metric Learning Outlier Detection
— Unverified Bypassing Logits Bias in Online Class-Incremental Learning with a Generative Framework May 19, 2022 class-incremental learning Class Incremental Learning
— Unverified A Unified Collaborative Representation Learning for Neural-Network based Recommender Systems May 19, 2022 Metric Learning Recommendation Systems
— Unverified Riemannian Metric Learning via Optimal Transport May 18, 2022 Metric Learning
— Unverified Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation May 17, 2022 Anomaly Segmentation Few-Shot Learning
Code Code Available Accounting for the Sequential Nature of States to Learn Features for Reinforcement Learning May 12, 2022 Form Metric Learning
— Unverified MM-RealSR: Metric Learning based Interactive Modulation for Real-World Super-Resolution May 10, 2022 Image Restoration Metric Learning
Code Code Available Introspective Deep Metric Learning for Image Retrieval May 9, 2022 Image Classification Image Retrieval
Code Code Available Do Different Deep Metric Learning Losses Lead to Similar Learned Features? May 5, 2022 Metric Learning
Code Code Available Self-Taught Metric Learning without Labels May 4, 2022 Metric Learning
— Unverified Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract) May 4, 2022 Metric Learning Relation
— Unverified Mixup-based Deep Metric Learning Approaches for Incomplete Supervision Apr 28, 2022 Memorization Metric Learning
— Unverified On Leveraging Variational Graph Embeddings for Open World Compositional Zero-Shot Learning Apr 23, 2022 Compositional Zero-Shot Learning Image Retrieval
— Unverified A Novel Splitting Criterion Inspired by Geometric Mean Metric Learning for Decision Tree Apr 23, 2022 Metric Learning
— Unverified Metric Learning and Adaptive Boundary for Out-of-Domain Detection Apr 22, 2022 Metric Learning Open Intent Detection
Code Code Available Label a Herd in Minutes: Individual Holstein-Friesian Cattle Identification Apr 22, 2022 Active Learning Metric Learning
Code Code Available Planes vs. Chairs: Category-guided 3D shape learning without any 3D cues Apr 21, 2022 3D Shape Reconstruction 3D Shape Representation
— Unverified Interval Bound Interpolation for Few-shot Learning with Few Tasks Apr 7, 2022 Few-Shot Learning Meta-Learning
Code Code Available OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System Apr 6, 2022 Metric Learning Retrieval
Code Code Available Improving Voice Trigger Detection with Metric Learning Apr 5, 2022 Decoder Metric Learning
— Unverified The Group Loss++: A deeper look into group loss for deep metric learning Apr 4, 2022 Clustering Image Retrieval
— Unverified Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches Apr 4, 2022 blind source separation Metric Learning
— Unverified LASER: LAtent SpacE Rendering for 2D Visual Localization Apr 1, 2022 Indoor Localization Metric Learning
Code Code Available Asymmetric Proxy Loss for Multi-View Acoustic Word Embeddings Mar 30, 2022 Metric Learning MULTI-VIEW LEARNING
— Unverified AmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain Shift Mar 30, 2022 Image Classification Image Retrieval
Code Code Available On Metric Learning for Audio-Text Cross-Modal Retrieval Mar 29, 2022 AudioCaps Cross-Modal Retrieval
Code Code Available 