Modeling Uncertainty with Hedged Instance Embedding Sep 30, 2018 Clustering Metric Learning
Code Code Available Simple Stochastic and Online Gradient DescentAlgorithms for Pairwise Learning Nov 23, 2021 Generalization Bounds Metric Learning
Code Code Available Understanding Hyperbolic Metric Learning through Hard Negative Sampling Apr 23, 2024 Metric Learning
Code Code Available Exploring Temporal Concurrency for Video-Language Representation Learning Jan 1, 2023 Dynamic Time Warping Metric Learning
Code Code Available Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations Dec 7, 2023 Metric Learning Motion Forecasting
Code Code Available Deep Metric Learning to Rank Jun 1, 2019 Image Retrieval Learning-To-Rank
Code Code Available Moving in the Right Direction: A Regularization for Deep Metric Learning Jun 1, 2020 Metric Learning
Code Code Available Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised Approach for Feature Embedding Sep 9, 2020 Benchmarking Clustering
Code Code Available Deep Metric Learning for the Hemodynamics Inference with Electrocardiogram Signals Aug 9, 2023 Metric Learning
Code Code Available Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation Jun 5, 2024 Argument Mining Metric Learning
Code Code Available Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition Jun 14, 2018 Fine-Grained Image Recognition Metric Learning
Code Code Available Regression-Based Elastic Metric Learning on Shape Spaces of Elastic Curves Oct 4, 2022 Metric Learning regression
Code Code Available Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models Feb 3, 2025 Few-Shot Semantic Segmentation Manufacturing Quality Control
Code Code Available Single Camera Training for Person Re-identification Sep 24, 2019 Metric Learning Person Re-Identification
Code Code Available Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometry Jan 31, 2023 Metric Learning
Code Code Available Correlation Congruence for Knowledge Distillation Apr 3, 2019 Face Recognition image-classification
Code Code Available Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling Oct 23, 2023 Computational Efficiency Metric Learning
Code Code Available Relational Knowledge Distillation Apr 10, 2019 Knowledge Distillation Metric Learning
Code Code Available Multi-Level Correlation Network For Few-Shot Image Classification Dec 4, 2024 Few-Shot Image Classification image-classification
Code Code Available Uncertainty Estimation for 3D Dense Prediction via Cross-Point Embeddings Sep 29, 2022 Metric Learning Prediction
Code Code Available Multi-level Metric Learning for Few-shot Image Recognition Mar 21, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available Correcting the Triplet Selection Bias for Triplet Loss Sep 1, 2018 Face Recognition Fine-Grained Image Classification
Code Code Available Towards Food Image Retrieval via Generalization-oriented Sampling and Loss Function Design Aug 25, 2023 Image Retrieval Metric Learning
Code Code Available Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping Nov 17, 2020 Metric Learning Position
Code Code Available Contrastive Instance Association for 4D Panoptic Segmentation using Sequences of 3D LiDAR Scans Dec 1, 2021 4D Panoptic Segmentation Autonomous Navigation
Code Code Available Contrasting quadratic assignments for set-based representation learning May 31, 2022 Contrastive Learning Metric Learning
Code Code Available Exploring Adversarial Robustness of Deep Metric Learning Feb 14, 2021 Adversarial Robustness Metric Learning
Code Code Available Renderers are Good Zero-Shot Representation Learners: Exploring Diffusion Latents for Metric Learning Jun 19, 2023 Metric Learning Neural Rendering
Code Code Available RepMet: Representative-based metric learning for classification and one-shot object detection Jun 12, 2018 Classification Few-Shot Object Detection
Code Code Available RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection Jun 1, 2019 Classification Few-Shot Object Detection
Code Code Available Deep Metric Learning Beyond Binary Supervision Apr 21, 2019 Image Captioning Image Retrieval
Code Code Available Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation Jan 1, 2024 Domain Adaptation Metric Learning
Code Code Available Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification Oct 30, 2019 Domain Adaptation Few-Shot Image Classification
Code Code Available Context-Aware Visual Compatibility Prediction Feb 10, 2019 Graph Neural Network Metric Learning
Code Code Available Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural Networks Aug 3, 2022 Metric Learning Re-Ranking
Code Code Available Towards Individual Grevy's Zebra Identification via Deep 3D Fitting and Metric Learning Jun 5, 2022 Metric Learning
Code Code Available Associative Alignment for Few-shot Image Classification Dec 11, 2019 Classification Domain Adaptation
Code Code Available Sparse Bayesian approach for metric learning in latent space Aug 15, 2019 Face Recognition Hyperspectral Image Classification
Code Code Available An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision Oct 22, 2019 Fairness Metric Learning
Code Code Available E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation Dec 14, 2021 Metric Learning Model Optimization
Code Code Available Escaping the Curse of Dimensionality in Similarity Learning: Efficient Frank-Wolfe Algorithm and Generalization Bounds Jul 20, 2018 Generalization Bounds Metric Learning
Code Code Available Deep Meta Metric Learning Oct 1, 2019 Face Verification Metric Learning
Code Code Available Rethinking Feature Discrimination and Polymerization for Large-scale Recognition Oct 2, 2017 Clustering Metric Learning
Code Code Available A Simple and Effective Framework for Pairwise Deep Metric Learning Dec 24, 2019 Binary Classification Metric Learning
Code Code Available Rethinking Interactive Image Segmentation: Feature Space Annotation Jan 12, 2021 Foreground Segmentation Image Segmentation
Code Code Available Deep Hashing via Householder Quantization Nov 7, 2023 Binarization Deep Hashing
Code Code Available 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 RelationNet2: Deep Comparison Columns for Few-Shot Learning Nov 17, 2018 Few-Shot Image Classification Few-Shot Learning
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