Subspace Representation Learning for Few-shot Image Classification May 2, 2021 Classification Diversity
— Unverified VeriMedi: Pill Identification using Proxy-based Deep Metric Learning and Exact Solution Apr 22, 2021 Continual Learning Fine-Grained Visual Categorization
— Unverified Eye Know You: Metric Learning for End-to-end Biometric Authentication Using Eye Movements from a Longitudinal Dataset Apr 21, 2021 Metric Learning
— Unverified Deep Transform and Metric Learning Networks Apr 21, 2021 Dictionary Learning Metric Learning
— Unverified SCNet: Enhancing Few-Shot Semantic Segmentation by Self-Contrastive Background Prototypes Apr 19, 2021 Few-Shot Semantic Segmentation Metric Learning
— Unverified Dual Metric Learning for Effective and Efficient Cross-Domain Recommendations Apr 17, 2021 Metric Learning Recommendation Systems
Code Code Available Sparse online relative similarity learning Apr 15, 2021 Metric Learning
— Unverified Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment Apr 15, 2021 Few-Shot Learning Few-Shot Object Detection
Code Code Available Deep Evaluation Metric: Learning to Evaluate Simulated Radar Point Clouds for Virtual Testing of Autonomous Driving Apr 14, 2021 Autonomous Driving Metric Learning
— Unverified MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition Apr 12, 2021 3D Place Recognition Autonomous Vehicles
Code Code Available New Insights on Reducing Abrupt Representation Change in Online Continual Learning Apr 11, 2021 Continual Learning Metric Learning
Code Code Available Deep Semi-supervised Metric Learning with Dual Alignment for Cervical Cancer Cell Detection Apr 7, 2021 Cell Detection Metric Learning
— Unverified Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification Apr 4, 2021 Generalizable Person Re-identification Graph Sampling
— Unverified Towards Self-Adaptive Metric Learning On the Fly Apr 3, 2021 image-classification Image Classification
— Unverified Sub-GMN: The Neural Subgraph Matching Network Model Apr 1, 2021 Graph Representation Learning Information Retrieval
— Unverified Learning with Memory-based Virtual Classes for Deep Metric Learning Mar 31, 2021 Metric Learning
Code Code Available Noise-resistant Deep Metric Learning with Ranking-based Instance Selection Mar 30, 2021 Metric Learning
Code Code Available Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning Mar 29, 2021 Image Retrieval Metric Learning
Code Code Available Hierarchical Relationship Alignment Metric Learning Mar 28, 2021 Metric Learning Multi-Label Learning
— Unverified Attention to Warp: Deep Metric Learning for Multivariate Time Series Mar 28, 2021 Dynamic Time Warping Metric Learning
Code Code Available Embedding Transfer with Label Relaxation for Improved Metric Learning Mar 27, 2021 Knowledge Distillation Metric Learning
Code Code Available Multi-Facet Recommender Networks with Spherical Optimization Mar 27, 2021 Metric Learning Recommendation Systems
Code Code Available Hierarchical Proxy-based Loss for Deep Metric Learning Mar 25, 2021 Image Retrieval Metric Learning
— Unverified Rethinking Deep Contrastive Learning with Embedding Memory Mar 25, 2021 Contrastive Learning Metric Learning
— Unverified Toward Tweet Entity Linking with Heterogeneous Information Networks Mar 23, 2021 Entity Linking Metric Learning
Code Code Available Dynamic Metric Learning: Towards a Scalable Metric Space to Accommodate Multiple Semantic Scales Mar 22, 2021 Metric Learning
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 Improving Image co-segmentation via Deep Metric Learning Mar 19, 2021 Image Segmentation Metric Learning
— Unverified DCF-ASN: Coarse-to-fine Real-time Visual Tracking via Discriminative Correlation Filter and Attentional Siamese Network Mar 19, 2021 Computational Efficiency Metric Learning
— Unverified Structure Inducing Pre-Training Mar 18, 2021 Descriptive Inductive Bias
Code Code Available Interpretable Distance Metric Learning for Handwritten Chinese Character Recognition Mar 17, 2021 Diversity Handwriting Recognition
— Unverified Back to the Feature: Learning Robust Camera Localization from Pixels to Pose Mar 16, 2021 3D geometry Camera Localization
Code Code Available Metric Learning for Anti-Compression Facial Forgery Detection Mar 15, 2021 Metric Learning
— Unverified Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning Mar 15, 2021 Metric Learning Neural Architecture Search
Code Code Available Distance Metric-Based Learning with Interpolated Latent Features for Location Classification in Endoscopy Image and Video Mar 15, 2021 Anomaly Detection Few-Shot Learning
— Unverified Cross-Domain Similarity Learning for Face Recognition in Unseen Domains Mar 12, 2021 Face Recognition Metric Learning
— Unverified Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking Mar 11, 2021 GPU Metric Learning
Code Code Available Cross-modal Image Retrieval with Deep Mutual Information Maximization Mar 10, 2021 Cross-Modal Retrieval Image Retrieval
— Unverified Knowledge Evolution in Neural Networks Mar 9, 2021 Metric Learning
Code Code Available Fully Convolutional Geometric Features for Category-level Object Alignment Mar 8, 2021 Metric Learning Object
— Unverified Unsupervised Vehicle Re-Identification via Self-supervised Metric Learning using Feature Dictionary Mar 3, 2021 Domain Adaptation Metric Learning
Code Code Available Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning Mar 1, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available Meta-learning representations for clustering with infinite Gaussian mixture models Mar 1, 2021 Clustering Meta-Learning
— Unverified Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions Feb 27, 2021 Change Detection Metric Learning
Code Code Available A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives Feb 25, 2021 Contrastive Learning Language Modeling
— Unverified Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search Feb 22, 2021 Metric Learning Multi-Task Learning
Code Code Available Fuzzy clustering algorithms with distance metric learning and entropy regularization Feb 18, 2021 Clustering Metric Learning
— Unverified Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining Feb 16, 2021 Audio Classification Event Detection
— Unverified A Unified Batch Selection Policy for Active Metric Learning Feb 15, 2021 Active Learning Diversity
— Unverified Learning Intra-Batch Connections for Deep Metric Learning Feb 15, 2021 Clustering Image Retrieval
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