Task-Embedded Control Networks for Few-Shot Imitation Learning Oct 8, 2018 Few-Shot Imitation Learning Few-Shot Learning
Code Code Available 5 InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images Nov 23, 2022 Dimensionality Reduction Image Retrieval
Code Code Available 5 A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks Jun 11, 2021 Image Retrieval Metric Learning
Code Code Available 5 Cross-View Kernel Similarity Metric Learning Using Pairwise Constraints for Person Re-identification Sep 25, 2019 Metric Learning Person Re-Identification
Code Code Available 5 Adversarial-Metric Learning for Audio-Visual Cross-Modal Matching Jan 12, 2021 audio-visual learning Metric Learning
Code Code Available 5 Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning Oct 1, 2022 Metric Learning Sentence
Code Code Available 5 Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection Jan 19, 2025 Face Recognition Image Retrieval
Code Code Available 5 Time-Frequency Scattering Accurately Models Auditory Similarities Between Instrumental Playing Techniques Jul 21, 2020 Metric Learning Retrieval
Code Code Available 5 Ensemble of Loss Functions to Improve Generalizability of Deep Metric Learning methods Jul 2, 2021 Metric Learning Zero-Shot Learning
Code Code Available 5 Context-Aware Visual Compatibility Prediction Feb 10, 2019 Graph Neural Network Metric Learning
Code Code Available 5 A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets May 31, 2016 Metric Learning Person Re-Identification
Code Code Available 5 Cross-view Asymmetric Metric Learning for Unsupervised Person Re-identification Aug 27, 2017 Clustering Metric Learning
Code Code Available 5 In Defense of the Classification Loss for Person Re-Identification Sep 16, 2018 Classification General Classification
Code Code Available 5 Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning Dec 1, 2018 Few-Shot Learning Metric Learning
Code Code Available 5 Improving Collaborative Metric Learning with Efficient Negative Sampling Sep 24, 2019 Change Detection Face Recognition
Code Code Available 5 Improving Generalization of Metric Learning via Listwise Self-distillation Jun 17, 2022 Metric Learning
Code Code Available 5 In Defense of the Triplet Loss for Person Re-Identification Mar 22, 2017 General Classification Metric Learning
Code Code Available 5 Interval Bound Interpolation for Few-shot Learning with Few Tasks Apr 7, 2022 Few-Shot Learning Meta-Learning
Code Code Available 5 Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity May 25, 2019 Metric Learning Out-of-Distribution Detection
Code Code Available 5 Affective Manifolds: Modeling Machine's Mind to Like, Dislike, Enjoy, Suffer, Worry, Fear, and Feel Like A Human Aug 29, 2022 Dimensionality Reduction Metric Learning
Code Code Available 5 IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Oct 26, 2022 Contrastive Learning Image Segmentation
Code Code Available 5 How Shift Equivariance Impacts Metric Learning for Instance Segmentation Jan 14, 2021 Decoder Instance Segmentation
Code Code Available 5 Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning Nov 30, 2021 Emotion Recognition Metric Learning
Code Code Available 5 HSE: Hybrid Species Embedding for Deep Metric Learning Jan 1, 2023 Metric Learning
Code Code Available 5 Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning from Radiology Reports and Label Ontology Apr 9, 2019 Metric Learning
Code Code Available 5 Associative Alignment for Few-shot Image Classification Dec 11, 2019 Classification Domain Adaptation
Code Code Available 5 Human Motion Analysis with Deep Metric Learning Jul 30, 2018 Dynamic Time Warping Metric Learning
Code Code Available 5 IDEAL: Independent Domain Embedding Augmentation Learning May 21, 2021 Image Retrieval Metric Learning
Code Code Available 5 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 5 Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation May 25, 2021 Collaborative Filtering Metric Learning
Code Code Available 5 Heated-Up Softmax Embedding Sep 11, 2018 Metric Learning
Code Code Available 5 Hierarchical Latent Relation Modeling for Collaborative Metric Learning Jul 26, 2021 Collaborative Filtering Graph Embedding
Code Code Available 5 Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning Oct 23, 2020 3D Shape Retrieval Metric Learning
Code Code Available 5 Hard-Aware Deeply Cascaded Embedding Nov 17, 2016 Metric Learning Triplet
Code Code Available 5 Hard-Aware Point-to-Set Deep Metric for Person Re-identification Jul 30, 2018 Metric Learning Person Re-Identification
Code Code Available 5 MGNN: Graph Neural Networks Inspired by Distance Geometry Problem Jan 31, 2022 Combinatorial Optimization Metric Learning
Code Code Available 5 Facing the Void: Overcoming Missing Data in Multi-View Imagery May 21, 2022 Classification image-classification
Code Code Available 5 Cosine meets Softmax: A tough-to-beat baseline for visual grounding Sep 13, 2020 Autonomous Driving Metric Learning
Code Code Available 5 GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric Learning Oct 20, 2024 Image Retrieval Image-text Retrieval
Code Code Available 5 Hardness-Aware Deep Metric Learning Mar 13, 2019 Image Retrieval Metric Learning
Code Code Available 5 High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning Jun 7, 2021 Bayesian Optimisation Metric Learning
Code Code Available 5 Correlation Congruence for Knowledge Distillation Apr 3, 2019 Face Recognition image-classification
Code Code Available 5 Correcting the Triplet Selection Bias for Triplet Loss Sep 1, 2018 Face Recognition Fine-Grained Image Classification
Code Code Available 5 A Simple and Effective Framework for Pairwise Deep Metric Learning Dec 24, 2019 Binary Classification Metric Learning
Code Code Available 5 Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation May 29, 2023 Decision Making Fairness
Code Code Available 5 Ground Metric Learning on Graphs Nov 8, 2019 Metric Learning
Code Code Available 5 Graphite: GRAPH-Induced feaTure Extraction for Point Cloud Registration Oct 18, 2020 Descriptive Keypoint Detection
Code Code Available 5 Global Ground Metric Learning with Applications to scRNA data Jun 18, 2025 Metric Learning
Code Code Available 5 Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning Jun 1, 2020 Metric Learning
Code Code Available 5 Exploring Temporal Concurrency for Video-Language Representation Learning Jan 1, 2023 Dynamic Time Warping Metric Learning
Code Code Available 5 