Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds Oct 16, 2024 Metric Learning Network Embedding
Code Code Available Geometric Mean Metric Learning Jul 18, 2016 Form General Classification
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 Batch DropBlock Network for Person Re-identification and Beyond Nov 17, 2018 Image Retrieval Metric Learning
Code Code Available MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching Jun 1, 2015 Computational Efficiency Metric Learning
Code Code Available Batch Decorrelation for Active Metric Learning May 20, 2020 Active Learning Diversity
Code Code Available Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings Mar 22, 2018 Metric Learning Retrieval
Code Code Available PP-ShiTu: A Practical Lightweight Image Recognition System Nov 1, 2021 Face Recognition Knowledge Distillation
Code Code Available Generative Dual Adversarial Network for Generalized Zero-shot Learning Nov 12, 2018 Generalized Zero-Shot Learning Metric Learning
Code Code Available A Metric Learning Approach to Anomaly Detection in Video Games May 20, 2020 Anomaly Detection Atari Games
Code Code Available Cross-view Asymmetric Metric Learning for Unsupervised Person Re-identification Aug 27, 2017 Clustering Metric Learning
Code Code Available A Unified Framework for Domain Adaptation using Metric Learning on Manifolds Apr 28, 2018 Domain Adaptation Metric Learning
Code Code Available Atlas Based Representation and Metric Learning on Manifolds Jun 13, 2021 Metric Learning Representation Learning
Code Code Available Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning Mar 15, 2021 Metric Learning Neural Architecture Search
Code Code Available Melon Playlist Dataset: a public dataset for audio-based playlist generation and music tagging Jan 30, 2021 Audio Signal Processing Collaborative Filtering
Code Code Available SeqNet: Sequential Networks for One-Shot Traffic Sign Recognition With Transfer Learning Sep 23, 2024 Image Retrieval Metric Learning
Code Code Available A New Similarity Space Tailored for Supervised Deep Metric Learning Nov 16, 2020 Metric Learning
Code Code Available Generalized Sum Pooling for Metric Learning Aug 18, 2023 Metric Learning
Code Code Available 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 Merging datasets through deep learning Sep 5, 2018 Deep Learning Management
Code Code Available Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation May 25, 2021 Collaborative Filtering Metric Learning
Code Code Available Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer? Mar 8, 2018 Image Retrieval Metric Learning
Code Code Available Probabilistic Deep Metric Learning for Hyperspectral Image Classification Nov 15, 2022 Classification Hyperspectral Image Classification
Code Code Available Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories Aug 1, 2021 Few-Shot Learning Meta-Learning
Code Code Available Distance Metric Learning for Graph Structured Data Feb 3, 2020 Computational Efficiency General Classification
Code Code Available Sequential Skip Prediction with Few-shot in Streamed Music Contents Jan 24, 2019 Few-Shot Learning Meta-Learning
Code Code Available Generalization Bound of Gradient Descent for Non-Convex Metric Learning Dec 1, 2020 Metric Learning
Code Code Available Continual Semi-Supervised Learning through Contrastive Interpolation Consistency Aug 14, 2021 Continual Learning Metric Learning
Code Code Available Metric-DST: Mitigating Selection Bias Through Diversity-Guided Semi-Supervised Metric Learning Nov 27, 2024 Diversity Fairness
Code Code Available Weakly-Supervised Metric Learning With Cross-Module Communications for the Classification of Anterior Chamber Angle Images Jan 1, 2022 Metric Learning
Code Code Available Dissecting Deep Metric Learning Losses for Image-Text Retrieval Oct 21, 2022 Cross-Modal Retrieval Image-text matching
Code Code Available Disentangling by Subspace Diffusion Jun 23, 2020 Metric Learning Representation 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 Unsupervised Metric Learning in Presence of Missing Data Jul 19, 2018 Dimensionality Reduction Matrix Completion
Code Code Available Project and Forget: Solving Large-Scale Metric Constrained Problems May 8, 2020 Clustering CPU
Code Code Available SGML: A Symmetric Graph Metric Learning Framework for Efficient Hyperspectral Image Classification Dec 15, 2021 Attribute Hyperspectral Image Classification
Code Code Available Discrete Scale-invariant Metric Learning for Efficient Collaborative Filtering Jun 11, 2025 Collaborative Filtering Metric Learning
Code Code Available Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks Apr 5, 2020 Classification Of Breast Cancer Histology Images Dimensionality Reduction
Code Code Available Video Face Clustering with Unknown Number of Clusters Aug 9, 2019 Clustering Face Clustering
Code Code Available Finding Task-Relevant Features for Few-Shot Learning by Category Traversal May 27, 2019 Few-Shot Learning Metric Learning
Code Code Available Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation May 29, 2023 Decision Making Fairness
Code Code Available Variational Prototype Replays for Continual Learning May 23, 2019 Continual Learning General Classification
Code Code Available Few-Shot Specific Emitter Identification via Hybrid Data Augmentation and Deep Metric Learning Dec 1, 2022 Data Augmentation Diversity
Code Code Available The Group Loss for Deep Metric Learning Dec 1, 2019 Clustering Image Retrieval
Code Code Available Metric-Learning Encoding Models Identify Processing Profiles of Linguistic Features in BERT's Representations Feb 18, 2024 Metric Learning
Code Code Available Few-shot classification in Named Entity Recognition Task Dec 14, 2018 Classification General Classification
Code Code Available Ultra-High-Resolution Detector Simulation with Intra-Event Aware GAN and Self-Supervised Relational Reasoning Mar 7, 2023 Conditional Image Generation Density Estimation
Code Code Available Metric Learning for Adversarial Robustness Sep 3, 2019 Adversarial Robustness Metric Learning
Code Code Available Disambiguating Music Artists at Scale with Audio Metric Learning Oct 3, 2018 Clustering Metric Learning
Code Code Available Metric Learning for Clifford Group Equivariant Neural Networks Jul 13, 2024 Metric Learning
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