Generalization Bounds in the Presence of Outliers: a Median-of-Means Study Jun 9, 2020 Generalization Bounds Metric Learning
— Unverified Smooth Proxy-Anchor Loss for Noisy Metric Learning Jun 9, 2020 Metric Learning
— Unverified Rethinking preventing class-collapsing in metric learning with margin-based losses Jun 9, 2020 Image Retrieval Metric Learning
— Unverified Beyond Triplet Loss: Meta Prototypical N-tuple Loss for Person Re-identification Jun 8, 2020 Classification General Classification
— Unverified Calibrated neighborhood aware confidence measure for deep metric learning Jun 8, 2020 Few-Shot Learning Image Retrieval
— Unverified Distributionally Robust Weighted k-Nearest Neighbors Jun 7, 2020 Few-Shot Learning General Classification
— Unverified The Expected Jacobian Outerproduct: Theory and Empirics Jun 5, 2020 Metric Learning regression
— Unverified Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning Jun 1, 2020 Metric Learning
Code Code Available Multi-view Deep Features for Robust Facial Kinship Verification Jun 1, 2020 Kinship Verification Metric Learning
— Unverified Deep Metric Learning via Adaptive Learnable Assessment Jun 1, 2020 Clustering Image Retrieval
— Unverified Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled Data Jun 1, 2020 Classification Clustering
— Unverified End-to-End Illuminant Estimation Based on Deep Metric Learning Jun 1, 2020 Color Constancy Metric Learning
— Unverified Moving in the Right Direction: A Regularization for Deep Metric Learning Jun 1, 2020 Metric Learning
Code Code Available Motion2Vec: Semi-Supervised Representation Learning from Surgical Videos May 31, 2020 Action Segmentation Metric Learning
— Unverified Challenge report: Recognizing Families In the Wild Data Challenge May 30, 2020 Binary Classification Metric Learning
— Unverified Unifying Few- and Zero-Shot Egocentric Action Recognition May 27, 2020 Action Recognition Benchmarking
— Unverified An Effective Pipeline for a Real-world Clothes Retrieval System May 26, 2020 Metric Learning Retrieval
— Unverified A Framework for Behavioral Biometric Authentication using Deep Metric Learning on Mobile Devices May 26, 2020 Metric Learning Multi-class Classification
— Unverified Personalized Fashion Recommendation from Personal Social Media Data: An Item-to-Set Metric Learning Approach May 25, 2020 Metric Learning
— Unverified Revisiting Street-to-Aerial View Image Geo-localization and Orientation Estimation May 23, 2020 geo-localization Metric Learning
— Unverified SentPWNet: A Unified Sentence Pair Weighting Network for Task-specific Sentence Embedding May 22, 2020 Metric Learning Sentence
— Unverified Learning to Recommend Signal Plans under Incidents with Real-Time Traffic Prediction May 21, 2020 Decision Making Management
— Unverified Batch Decorrelation for Active Metric Learning May 20, 2020 Active Learning Diversity
Code Code Available A Metric Learning Approach to Anomaly Detection in Video Games May 20, 2020 Anomaly Detection Atari Games
Code Code Available A Riemannian Primal-dual Algorithm Based on Proximal Operator and its Application in Metric Learning May 19, 2020 Management Metric Learning
— Unverified Metric Learning for Keyword Spotting May 18, 2020 Keyword Spotting Metric Learning
— Unverified MetricUNet: Synergistic Image- and Voxel-Level Learning for Precise CT Prostate Segmentation via Online Sampling May 15, 2020 Metric Learning Multi-Task Learning
— Unverified SIMILARITY LEARNING FOR COVER SONG IDENTIFICATION USING CROSS-SIMILARITY MATRICES OF MULTI-LEVEL DEEP SEQUENCES May 14, 2020 Cover song identification Metric Learning
— Unverified Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study May 10, 2020 Dimensionality Reduction Domain Generalization
Code Code Available Memory-Augmented Relation Network for Few-Shot Learning May 9, 2020 Few-Shot Learning Metric Learning
— Unverified Project and Forget: Solving Large-Scale Metric Constrained Problems May 8, 2020 Clustering CPU
Code Code Available Deep Divergence Learning May 6, 2020 Clustering Metric Learning
— Unverified One-Shot Image Classification by Learning to Restore Prototypes May 4, 2020 Classification General Classification
— Unverified Cross-View Image Retrieval -- Ground to Aerial Image Retrieval through Deep Learning May 2, 2020 Cross-Modal Retrieval Image Retrieval
— Unverified DIABLO: Dictionary-based Attention Block for Deep Metric Learning Apr 30, 2020 Metric Learning Representation Learning
— Unverified Detecting Deep-Fake Videos from Appearance and Behavior Apr 29, 2020 Metric Learning
— Unverified Metric learning by Similarity Network for Deep Semi-Supervised Learning Apr 29, 2020 Metric Learning
— Unverified Dynamic Sampling for Deep Metric Learning Apr 24, 2020 Metric Learning Person Re-Identification
— Unverified Federated Stochastic Gradient Langevin Dynamics Apr 23, 2020 Federated Learning Metric Learning
Code Code Available Metric-Learning-Assisted Domain Adaptation Apr 23, 2020 Domain Adaptation Metric Learning
— Unverified TrueBranch: Metric Learning-based Verification of Forest Conservation Projects Apr 21, 2020 Metric Learning
— Unverified Knowledge Elicitation using Deep Metric Learning and Psychometric Testing Apr 14, 2020 Metric Learning
— Unverified Sharing Matters for Generalization in Deep Metric Learning Apr 12, 2020 Metric Learning Triplet
— Unverified ASL Recognition with Metric-Learning based Lightweight Network Apr 10, 2020 Action Recognition Autonomous Driving
— Unverified Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks Apr 5, 2020 Classification Of Breast Cancer Histology Images Dimensionality Reduction
Code Code Available Knowledge Guided Metric Learning for Few-Shot Text Classification Apr 4, 2020 Classification Few-Shot Learning
— Unverified Stochastic Flows and Geometric Optimization on the Orthogonal Group Mar 30, 2020 Metric Learning Reinforcement Learning
— Unverified Secure Metric Learning via Differential Pairwise Privacy Mar 30, 2020 Metric Learning
— Unverified Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning Mar 23, 2020 Metric Learning
Code Code Available CAFENet: Class-Agnostic Few-Shot Edge Detection Network Mar 18, 2020 Decoder Edge Detection
— Unverified 