RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification Sep 28, 2020 General Classification Metric Learning
— Unverified Learning Self-Expression Metrics for Scalable and Inductive Subspace Clustering Sep 27, 2020 Clustering Metric Learning
Code Code Available Unsupervised Domain Adaptation for Person Re-Identification through Source-Guided Pseudo-Labeling Sep 20, 2020 Domain Adaptation Metric Learning
— Unverified TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling Sep 18, 2020 Deep Learning Metric Learning
— Unverified S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning Sep 17, 2020 Knowledge Distillation Metric Learning
Code Code Available Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual Localization Sep 16, 2020 Autonomous Driving Contrastive Learning
Code Code Available Cosine meets Softmax: A tough-to-beat baseline for visual grounding Sep 13, 2020 Autonomous Driving Metric Learning
Code Code Available Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition Sep 10, 2020 feature selection Metric Learning
Code Code Available 3D Facial Matching by Spiral Convolutional Metric Learning and a Biometric Fusion-Net of Demographic Properties Sep 10, 2020 Face Recognition Metric Learning
— Unverified Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised Approach for Feature Embedding Sep 9, 2020 Benchmarking Clustering
Code Code Available Diversified Mutual Learning for Deep Metric Learning Sep 9, 2020 Diversity Metric Learning
— Unverified Proxy Network for Few Shot Learning Sep 9, 2020 Few-Shot Learning Meta-Learning
Code Code Available Understanding and Exploiting Dependent Variables with Deep Metric Learning Sep 8, 2020 Autonomous Navigation Classification
— Unverified Region Comparison Network for Interpretable Few-shot Image Classification Sep 8, 2020 Classification Few-Shot Image Classification
Code Code Available Simultaneous Preference and Metric Learning from Paired Comparisons Sep 4, 2020 Metric Learning Recommendation Systems
— Unverified Generalized vec trick for fast learning of pairwise kernel models Sep 2, 2020 Metric Learning
Code Code Available 1st Place Solution to Google Landmark Retrieval 2020 Aug 24, 2020 Metric Learning Retrieval
Code Code Available 3rd Place Solution to "Google Landmark Retrieval 2020" Aug 24, 2020 Clustering Data Augmentation
Code Code Available Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning Aug 23, 2020 Graph Neural Network Graph Representation Learning
— Unverified Deep Bayes Factor Scoring for Authorship Verification Aug 23, 2020 Authorship Verification Metric Learning
— Unverified Emotion-Based End-to-End Matching Between Image and Music in Valence-Arousal Space Aug 22, 2020 Metric Learning
Code Code Available Unsupervised Deep Metric Learning via Orthogonality based Probabilistic Loss Aug 22, 2020 Clustering Metric Learning
— Unverified Memory-based Jitter: Improving Visual Recognition on Long-tailed Data with Diversity In Memory Aug 22, 2020 Data Augmentation Diversity
— Unverified PyTorch Metric Learning Aug 20, 2020 Metric Learning
Code Code Available Uncertainty-aware Self-supervised 3D Data Association Aug 18, 2020 Metric Learning Object
Code Code Available Positive semidefinite support vector regression metric learning Aug 18, 2020 General Classification Metric Learning
— Unverified Learning Graph Edit Distance by Graph Neural Networks Aug 17, 2020 Deep Learning Graph Similarity
— Unverified Towards Visually Explaining Similarity Models Aug 13, 2020 Image Retrieval Metric Learning
— Unverified Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss Aug 10, 2020 Clustering Metric Learning
— Unverified Domain Private and Agnostic Feature for Modality Adaptive Face Recognition Aug 10, 2020 Face Generation Face Recognition
— Unverified Metric Learning vs Classification for Disentangled Music Representation Learning Aug 9, 2020 Classification Disentanglement
— Unverified Disentangled Multidimensional Metric Learning for Music Similarity Aug 9, 2020 Metric Learning Specificity
— Unverified Graph Wasserstein Correlation Analysis for Movie Retrieval Aug 6, 2020 Metric Learning Retrieval
— Unverified Spherical Feature Transform for Deep Metric Learning Aug 4, 2020 Data Augmentation Diversity
— Unverified Cross-Global Attention Graph Kernel Network Prediction of Drug Prescription Aug 4, 2020 Graph Classification Metric Learning
— Unverified Prime-Aware Adaptive Distillation Aug 4, 2020 Knowledge Distillation Metric Learning
— Unverified PieNet: Personalized Image Enhancement Network Aug 1, 2020 Image Enhancement Metric Learning
Code Code Available Deep Credible Metric Learning for Unsupervised Domain Adaptation Person Re-identification Aug 1, 2020 Domain Adaptation Metric Learning
— Unverified Structural Deep Metric Learning for Room Layout Estimation Aug 1, 2020 Decoder Metric Learning
— Unverified Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation Jul 30, 2020 Clustering Instance Segmentation
Code Code Available Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification Jul 27, 2020 Data Augmentation Domain Adaptation
Code Code Available Reconstruction Regularized Deep Metric Learning for Multi-label Image Classification Jul 27, 2020 General Classification image-classification
— Unverified Learning and aggregating deep local descriptors for instance-level recognition Jul 26, 2020 Image Retrieval Metric Learning
Code Code Available Few-Shot Keyword Spotting With Prototypical Networks Jul 25, 2020 Keyword Spotting Metric Learning
Code Code Available Hard negative examples are hard, but useful Jul 24, 2020 Image Retrieval Metric Learning
Code Code Available Multi-view adaptive graph convolutions for graph classification Jul 24, 2020 Classification General Classification
— Unverified Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval Jul 23, 2020 Image Instance Retrieval Image Retrieval
Code Code Available Time-Frequency Scattering Accurately Models Auditory Similarities Between Instrumental Playing Techniques Jul 21, 2020 Metric Learning Retrieval
Code Code Available Domain Generalization via Optimal Transport with Metric Similarity Learning Jul 21, 2020 Domain Generalization Metric Learning
— Unverified Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization Jul 18, 2020 Anomaly Detection Domain Generalization
— Unverified 