Revisiting Distance Metric Learning for Few-Shot Natural Language Classification Nov 28, 2022 Few-Shot Learning Language Modeling
— Unverified Angular triangle distance for ordinal metric learning Nov 28, 2022 Face Recognition Metric Learning
— Unverified Metric Learning as a Service with Covariance Embedding Nov 28, 2022 Information Retrieval Metric Learning
— Unverified Distance Metric Learning Loss Functions in Few-Shot Scenarios of Supervised Language Models Fine-Tuning Nov 28, 2022 Metric Learning
— Unverified From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments Nov 26, 2022 ARC Classification
— Unverified Evaluation of the impact of the indiscernibility relation on the fuzzy-rough nearest neighbours algorithm Nov 25, 2022 Classification Metric Learning
— Unverified InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images Nov 23, 2022 Dimensionality Reduction Image Retrieval
Code Code Available A Novel Center-based Deep Contrastive Metric Learning Method for the Detection of Polymicrogyria in Pediatric Brain MRI Nov 22, 2022 Anomaly Detection Metric Learning
Code Code Available Multimorbidity Content-Based Medical Image Retrieval Using Proxies Nov 22, 2022 Content-Based Image Retrieval Decision Making
— Unverified Self-Supervised 3D Traversability Estimation with Proxy Bank Guidance Nov 21, 2022 Metric Learning regression
— Unverified Rethinking Batch Sample Relationships for Data Representation: A Batch-Graph Transformer based Approach Nov 19, 2022 Metric Learning
— Unverified Denoising Multi-Similarity Formulation: A Self-paced Curriculum-Driven Approach for Robust Metric Learning Nov 19, 2022 Denoising Metric Learning
— Unverified Informative Sample-Aware Proxy for Deep Metric Learning Nov 18, 2022 Metric Learning Retrieval
— Unverified Targeted Attention for Generalized- and Zero-Shot Learning Nov 17, 2022 Attribute Domain Adaptation
— Unverified Probabilistic Deep Metric Learning for Hyperspectral Image Classification Nov 15, 2022 Classification Hyperspectral Image Classification
Code Code Available Self-distillation with Online Diffusion on Batch Manifolds Improves Deep Metric Learning Nov 14, 2022 Metric Learning
Code Code Available Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval Nov 14, 2022 Image Retrieval Meta-Learning
— Unverified Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind Nov 9, 2022 Meta-Learning Metric Learning
Code Code Available Variational Quantum Kernels with Task-Specific Quantum Metric Learning Nov 8, 2022 feature selection Metric Learning
— Unverified Prompt-Based Metric Learning for Few-Shot NER Nov 8, 2022 few-shot-ner Few-shot NER
Code Code Available Improving Adversarial Robustness to Sensitivity and Invariance Attacks with Deep Metric Learning Nov 4, 2022 Adversarial Robustness Metric Learning
— Unverified Metric Learning for User-defined Keyword Spotting Nov 1, 2022 Keyword Spotting Metric Learning
— Unverified On Medians of (Randomized) Pairwise Means Nov 1, 2022 Metric Learning
— Unverified Disentangled representation learning for multilingual speaker recognition Nov 1, 2022 Disentanglement Metric Learning
— Unverified Zero Day Threat Detection Using Metric Learning Autoencoders Nov 1, 2022 Metric Learning
— Unverified Gravitational Dimensionality Reduction Using Newtonian Gravity and Einstein's General Relativity Oct 30, 2022 Dimensionality Reduction Metric Learning
Code Code Available A few-shot learning approach with domain adaptation for personalized real-life stress detection in close relationships Oct 27, 2022 Domain Adaptation Few-Shot Learning
Code Code Available IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Oct 26, 2022 Contrastive Learning Image Segmentation
Code Code Available AdaMS: Deep Metric Learning with Adaptive Margin and Adaptive Scale for Acoustic Word Discrimination Oct 26, 2022 Metric Learning
— Unverified Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions Oct 24, 2022 Metric Learning Multi-Armed Bandits
Code Code Available Towards Comprehensive Representation Enhancement in Semantics-guided Self-supervised Monocular Depth Estimation Oct 23, 2022 Depth Estimation Metric Learning
— Unverified Dissecting Deep Metric Learning Losses for Image-Text Retrieval Oct 21, 2022 Cross-Modal Retrieval Image-text matching
Code Code Available Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem Oct 20, 2022 Contrastive Learning Metric Learning
— Unverified GSV-Cities: Toward Appropriate Supervised Visual Place Recognition Oct 19, 2022 Image Retrieval Metric Learning
Code Code Available Learning Universe Model for Partial Matching Networks over Multiple Graphs Oct 19, 2022 Graph Matching Metric Learning
— Unverified A Hybrid System of Sound Event Detection Transformer and Frame-wise Model for DCASE 2022 Task 4 Oct 18, 2022 Event Detection Metric Learning
Code Code Available Fine-tune your Classifier: Finding Correlations With Temperature Oct 18, 2022 Hyperparameter Optimization Metric Learning
— Unverified No Pairs Left Behind: Improving Metric Learning with Regularized Triplet Objective Oct 18, 2022 Metric Learning Triplet
— Unverified MergedNET: A simple approach for one-shot learning in siamese networks based on similarity layers Oct 14, 2022 Few-Shot Image Classification Fine-Grained Image Classification
Code Code Available A Lower Bound of Hash Codes' Performance Oct 12, 2022 Metric Learning Representation Learning
Code Code Available Match Cutting: Finding Cuts with Smooth Visual Transitions Oct 11, 2022 Metric Learning
Code Code Available Large-to-small Image Resolution Asymmetry in Deep Metric Learning Oct 11, 2022 Image Retrieval Metric Learning
Code Code Available Contrastive Bayesian Analysis for Deep Metric Learning Oct 10, 2022 Contrastive Learning Metric Learning
Code Code Available Coded Residual Transform for Generalizable Deep Metric Learning Oct 9, 2022 Metric Learning
— Unverified Learning to embed semantic similarity for joint image-text retrieval Oct 7, 2022 Image-text Retrieval Metric Learning
— Unverified Matching Text and Audio Embeddings: Exploring Transfer-learning Strategies for Language-based Audio Retrieval Oct 6, 2022 Metric Learning Retrieval
— Unverified Fully Unsupervised Training of Few-shot Keyword Spotting Oct 6, 2022 Keyword Spotting Metric Learning
— Unverified Regression-Based Elastic Metric Learning on Shape Spaces of Elastic Curves Oct 4, 2022 Metric Learning regression
Code Code Available Supervised Metric Learning to Rank for Retrieval via Contextual Similarity Optimization Oct 4, 2022 Contrastive Learning Image Retrieval
Code Code Available Positive Pair Distillation Considered Harmful: Continual Meta Metric Learning for Lifelong Object Re-Identification Oct 4, 2022 Knowledge Distillation Metric Learning
Code Code Available 