Deep multi-metric learning for text-independent speaker verification Jul 17, 2020 Metric Learning Speaker Verification
Code Code Available Preserving Semantic Neighborhoods for Robust Cross-modal Retrieval Jul 16, 2020 Articles Cross-Modal Retrieval
— Unverified Learning and Exploiting Interclass Visual Correlations for Medical Image Classification Jul 13, 2020 Classification General Classification
— Unverified Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization Jul 13, 2020 Metric Learning Triplet
Code Code Available ECML: An Ensemble Cascade Metric Learning Mechanism towards Face Verification Jul 11, 2020 Face Verification Fine-Grained Visual Recognition
Code Code Available Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem Jul 10, 2020 Dimensionality Reduction Histopathological Image Classification
Code Code Available Data-Efficient Ranking Distillation for Image Retrieval Jul 10, 2020 Image Retrieval Knowledge Distillation
— Unverified Spatial Semantic Embedding Network: Fast 3D Instance Segmentation with Deep Metric Learning Jul 7, 2020 3D Instance Segmentation 3D Reconstruction
Code Code Available A Novel Random Forest Dissimilarity Measure for Multi-View Learning Jul 6, 2020 Metric Learning MULTI-VIEW LEARNING
— Unverified Offline versus Online Triplet Mining based on Extreme Distances of Histopathology Patches Jul 4, 2020 Dimensionality Reduction Histopathological Image Classification
Code Code Available A Metric Learning Approach to Misogyny Categorization Jul 1, 2020 Metric Learning Representation Learning
— Unverified Person search: New paradigm of person re-identification: A survey and outlook of recent works Jun 30, 2020 Metric Learning Person Re-Identification
— Unverified Uniform Priors for Data-Efficient Transfer Jun 30, 2020 Domain Adaptation Meta-Learning
— Unverified Asymmetric metric learning for knowledge transfer Jun 29, 2020 Image Retrieval Metric Learning
Code Code Available Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification Jun 29, 2020 Attribute Metric Learning
— Unverified Evolving Metric Learning for Incremental and Decremental Features Jun 27, 2020 Metric Learning
— Unverified Adaptive additive classification-based loss for deep metric learning Jun 25, 2020 Classification General Classification
— Unverified Graph Neural Network Based Coarse-Grained Mapping Prediction Jun 24, 2020 Clustering Graph Neural Network
Code Code Available Road Network Metric Learning for Estimated Time of Arrival Jun 24, 2020 Metric Learning
— Unverified Disentangling by Subspace Diffusion Jun 23, 2020 Metric Learning Representation Learning
Code Code Available Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings Jun 21, 2020 Graph Embedding Graph Learning
Code Code Available Enhancing Factorization Machines with Generalized Metric Learning Jun 20, 2020 Attribute Metric Learning
Code Code Available Quantile-Quantile Embedding for Distribution Transformation and Manifold Embedding with Ability to Choose the Embedding Distribution Jun 19, 2020 Dimensionality Reduction Metric Learning
Code Code Available Semi-Discriminative Representation Loss for Online Continual Learning Jun 19, 2020 Continual Learning Diversity
Code Code Available Compositional Learning of Image-Text Query for Image Retrieval Jun 19, 2020 Image Retrieval
Code Code Available Self-supervised Knowledge Distillation for Few-shot Learning Jun 17, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available Mitosis Detection Under Limited Annotation: A Joint Learning Approach Jun 17, 2020 Metric Learning Mitosis Detection
— Unverified Visual Identification of Individual Holstein-Friesian Cattle via Deep Metric Learning Jun 16, 2020 Metric Learning Triplet
Code Code Available Signed Graph Metric Learning via Gershgorin Disc Perfect Alignment Jun 15, 2020 Binary Classification Metric Learning
Code Code Available LFD-ProtoNet: Prototypical Network Based on Local Fisher Discriminant Analysis for Few-shot Learning Jun 15, 2020 Few-Shot Learning General Classification
— Unverified Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels Jun 14, 2020 Contrastive Learning Learning with noisy labels
— Unverified Disentanglement for Discriminative Visual Recognition Jun 14, 2020 Disentanglement Face Recognition
— Unverified Attribute-aware Identity-hard Triplet Loss for Video-based Person Re-identification Jun 13, 2020 Attribute Metric Learning
Code Code Available Video Understanding as Machine Translation Jun 12, 2020 Machine Translation Metric Learning
— Unverified Provably Robust Metric Learning Jun 12, 2020 Metric Learning
Code Code Available Online Metric Learning for Multi-Label Classification Jun 12, 2020 Classification General Classification
— Unverified Pairwise Supervision Can Provably Elicit a Decision Boundary Jun 11, 2020 Binary Classification Classification
— Unverified Improving Deep Metric Learning with Virtual Classes and Examples Mining Jun 11, 2020 Metric Learning
— Unverified Quasi-Dense Similarity Learning for Multiple Object Tracking Jun 11, 2020 Contrastive Learning Metric Learning
Code Code Available Unique Faces Recognition in Videos Jun 10, 2020 Face Recognition Metric Learning
— Unverified Towards Certified Robustness of Distance Metric Learning Jun 10, 2020 Metric Learning Triplet
Code Code Available Smooth Proxy-Anchor Loss for Noisy Metric Learning Jun 9, 2020 Metric Learning
— Unverified Generalization Bounds in the Presence of Outliers: a Median-of-Means Study Jun 9, 2020 Generalization Bounds Metric Learning
— Unverified Rethinking preventing class-collapsing in metric learning with margin-based losses Jun 9, 2020 Image Retrieval Metric Learning
— Unverified Calibrated neighborhood aware confidence measure for deep metric learning Jun 8, 2020 Few-Shot Learning Image Retrieval
— Unverified Beyond Triplet Loss: Meta Prototypical N-tuple Loss for Person Re-identification Jun 8, 2020 Classification General Classification
— Unverified Distributionally Robust Weighted k-Nearest Neighbors Jun 7, 2020 Few-Shot Learning General Classification
— Unverified Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples Jun 7, 2020 General Classification Metric Learning
Code Code Available DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations Jun 5, 2020 Clustering Contrastive Learning
Code Code Available The Expected Jacobian Outerproduct: Theory and Empirics Jun 5, 2020 Metric Learning regression
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