Robust Angular Local Descriptor Learning Jan 21, 2019 Metric Learning Triplet
Code Code Available Dynamic Curriculum Learning for Imbalanced Data Classification Jan 21, 2019 Attribute Classification
— Unverified Multi-feature Distance Metric Learning for Non-rigid 3D Shape Retrieval Jan 10, 2019 3D Shape Classification 3D Shape Retrieval
— Unverified Content-Based Brain Tumor Retrieval for MR Images Using Transfer Learning Jan 4, 2019 Content-Based Image Retrieval Image Retrieval
— Unverified Relative Geometry-Aware Siamese Neural Network for 6DOF Camera Relocalization Jan 4, 2019 Autonomous Driving Camera Relocalization
— Unverified Towards a topological-geometrical theory of group equivariant non-expansive operators for data analysis and machine learning Dec 31, 2018 BIG-bench Machine Learning Metric Learning
Code Code Available Deep Metric Transfer for Label Propagation with Limited Annotated Data Dec 20, 2018 All Metric Learning
Code Code Available Learning Incremental Triplet Margin for Person Re-identification Dec 17, 2018 Metric Learning Person Re-Identification
— Unverified Few-shot classification in Named Entity Recognition Task Dec 14, 2018 Classification General Classification
Code Code Available A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms, Experimental Analysis, Prospects and Challenges (with Appendices on Mathematical Background and Detailed Algorithms Explanation) Dec 14, 2018 Dimensionality Reduction General Classification
— Unverified METCC: METric learning for Confounder Control Making distance matter in high dimensional biological analysis Dec 7, 2018 Metric Learning Triplet
— Unverified Optimizing speed/accuracy trade-off for person re-identification via knowledge distillation Dec 7, 2018 Deep Learning General Classification
— Unverified Deep-RBF Networks Revisited: Robust Classification with Rejection Dec 7, 2018 Adversarial Attack Classification
— Unverified Deep Embedding using Bayesian Risk Minimization with Application to Sketch Recognition Dec 6, 2018 Metric Learning Sketch Recognition
— Unverified Deep Cosine Metric Learning for Person Re-Identification Dec 2, 2018 General Classification Metric Learning
Code Code Available Bilevel Distance Metric Learning for Robust Image Recognition Dec 1, 2018 Metric Learning
— Unverified Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning Dec 1, 2018 Few-Shot Learning Metric Learning
Code Code Available Classification is a Strong Baseline for Deep Metric Learning Nov 30, 2018 Binarization Classification
Code Code Available Utilizing Complex-valued Network for Learning to Compare Image Patches Nov 29, 2018 Metric Learning
— Unverified Polarity Loss for Zero-shot Object Detection Nov 22, 2018 Generalized Zero-Shot Object Detection Metric Learning
Code Code Available Visual Font Pairing Nov 19, 2018 Metric Learning
— Unverified RelationNet2: Deep Comparison Columns for Few-Shot Learning Nov 17, 2018 Few-Shot Image Classification Few-Shot Learning
Code Code Available Batch DropBlock Network for Person Re-identification and Beyond Nov 17, 2018 Image Retrieval Metric Learning
Code Code Available Generative Dual Adversarial Network for Generalized Zero-shot Learning Nov 12, 2018 Generalized Zero-Shot Learning Metric Learning
Code Code Available Weakly Supervised Scene Parsing with Point-based Distance Metric Learning Nov 6, 2018 Metric Learning Scene Parsing
— Unverified Deep Metric Learning by Online Soft Mining and Class-Aware Attention Nov 4, 2018 Metric Learning Person Re-Identification
Code Code Available Designing an Effective Metric Learning Pipeline for Speaker Diarization Nov 1, 2018 Metric Learning speaker-diarization
— Unverified Variational learning across domains with triplet information Oct 22, 2018 Cross-Lingual Document Classification Document Classification
— Unverified Learning Spectral Transform Network on 3D Surface for Non-rigid Shape Analysis Oct 21, 2018 General Classification Metric Learning
— Unverified Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks Oct 17, 2018 Metric Learning Triplet
Code Code Available Deep Metric Learning with Hierarchical Triplet Loss Oct 16, 2018 Face Recognition Image Retrieval
— Unverified Transfer Metric Learning: Algorithms, Applications and Outlooks Oct 9, 2018 Metric Learning Triplet
— Unverified Task-Embedded Control Networks for Few-Shot Imitation Learning Oct 8, 2018 Few-Shot Imitation Learning Few-Shot Learning
Code Code Available Disambiguating Music Artists at Scale with Audio Metric Learning Oct 3, 2018 Clustering Metric Learning
Code Code Available Modeling Uncertainty with Hedged Instance Embedding Sep 30, 2018 Clustering Metric Learning
Code Code Available Open-Ended Content-Style Recombination Via Leakage Filtering Sep 28, 2018 Few-Shot Learning Metric Learning
— Unverified Variadic Learning by Bayesian Nonparametric Deep Embedding Sep 27, 2018 Clustering Few-Shot Learning
— Unverified CPMetric: Deep Siamese Networks for Learning Distances Between Structured Preferences Sep 21, 2018 Decision Making Metric Learning
— Unverified Metric Learning for Phoneme Perception Sep 20, 2018 Metric Learning
— Unverified Learning a Local Feature Descriptor for 3D LiDAR Scans Sep 20, 2018 Metric Learning
— Unverified In Defense of the Classification Loss for Person Re-Identification Sep 16, 2018 Classification General Classification
Code Code Available Heated-Up Softmax Embedding Sep 11, 2018 Metric Learning
Code Code Available HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems Sep 5, 2018 Collaborative Filtering Metric Learning
— Unverified Merging datasets through deep learning Sep 5, 2018 Deep Learning Management
Code Code Available Correcting the Triplet Selection Bias for Triplet Loss Sep 1, 2018 Face Recognition Fine-Grained Image Classification
Code Code Available Retrospective Encoders for Video Summarization Sep 1, 2018 Metric Learning Video Summarization
— Unverified RelocNet: Continuous Metric Learning Relocalisation using Neural Nets Sep 1, 2018 Metric Learning Pose Retrieval
— Unverified Learning 3D Keypoint Descriptors for Non-Rigid Shape Matching Sep 1, 2018 Metric Learning Triplet
— Unverified Deep Variational Metric Learning Sep 1, 2018 Metric Learning
— Unverified Discriminative Learning of Similarity and Group Equivariant Representations Aug 30, 2018 Metric Learning
— Unverified 