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 Rethinking Collaborative Metric Learning: Toward an Efficient Alternative without Negative Sampling Jun 23, 2022 Metric Learning Recommendation Systems
— Unverified 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 Towards Individual Grevy's Zebra Identification via Deep 3D Fitting and Metric Learning Jun 5, 2022 Metric Learning
Code Code Available Learning Speaker-specific Lip-to-Speech Generation Jun 4, 2022 Decoder Lip Reading
— Unverified Guided Deep Metric Learning Jun 4, 2022 Few-Shot Learning Knowledge Distillation
— Unverified 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 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 Accounting for the Sequential Nature of States to Learn Features for Reinforcement Learning May 12, 2022 Form Metric Learning
— Unverified 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 A Novel Splitting Criterion Inspired by Geometric Mean Metric Learning for Decision Tree Apr 23, 2022 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 Label a Herd in Minutes: Individual Holstein-Friesian Cattle Identification Apr 22, 2022 Active Learning Metric Learning
Code Code Available Metric Learning and Adaptive Boundary for Out-of-Domain Detection Apr 22, 2022 Metric Learning Open Intent Detection
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 AmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain Shift Mar 30, 2022 Image Classification Image Retrieval
Code Code Available Asymmetric Proxy Loss for Multi-View Acoustic Word Embeddings Mar 30, 2022 Metric Learning MULTI-VIEW LEARNING
— Unverified Continuous Metric Learning For Transferable Speech Emotion Recognition and Embedding Across Low-resource Languages Mar 28, 2022 Denoising Emotion Classification
— Unverified Compare learning: bi-attention network for few-shot learning Mar 25, 2022 Few-Shot Learning Metric Learning
— Unverified On the Kullback-Leibler divergence between pairwise isotropic Gaussian-Markov random fields Mar 24, 2022 Denoising Image Denoising
— Unverified Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning Mar 23, 2022 Attribute Fairness
— Unverified Was that so hard? Estimating human classification difficulty Mar 22, 2022 Classification Metric Learning
— Unverified Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback Mar 18, 2022 Metric Learning Recommendation Systems
— Unverified Online Deep Metric Learning via Mutual Distillation Mar 10, 2022 Metric Learning
— Unverified Cluster Head Detection for Hierarchical UAV Swarm With Graph Self-supervised Learning Mar 8, 2022 Clustering Graph Attention
— Unverified Continuous Self-Localization on Aerial Images Using Visual and Lidar Sensors Mar 7, 2022 Metric Learning
— Unverified Ad-Corre: Adaptive Correlation-Based Loss for Facial Expression Recognition in the Wild Mar 3, 2022 Facial Expression Recognition Facial Expression Recognition (FER)
Code Code Available Robust Textual Embedding against Word-level Adversarial Attacks Feb 28, 2022 Attribute Metric Learning
Code Code Available Learning Transferable Reward for Query Object Localization with Policy Adaptation Feb 24, 2022 Metric Learning Object Localization
Code Code Available Robust Geometric Metric Learning Feb 23, 2022 Metric Learning
Code Code Available Deep Metric Learning-Based Semi-Supervised Regression With Alternate Learning Feb 23, 2022 Metric Learning parameter estimation
— Unverified Fast Eye Detector Using Siamese Network for NIR Partial Face Images Feb 22, 2022 Iris Recognition Metric Learning
— Unverified Contrastive-mixup learning for improved speaker verification Feb 22, 2022 Data Augmentation Metric Learning
— Unverified 