MSE Loss with Outlying Label for Imbalanced Classification Jul 6, 2021 Classification imbalanced classification
— Unverified Towards Scalable and Channel-Robust Radio Frequency Fingerprint Identification for LoRa Jul 6, 2021 Data Augmentation Metric Learning
— Unverified Online Hashing with Similarity Learning Jul 4, 2021 Image Retrieval Metric Learning
— Unverified Ensemble of Loss Functions to Improve Generalizability of Deep Metric Learning methods Jul 2, 2021 Metric Learning Zero-Shot Learning
Code Code Available Open-Set Representation Learning through Combinatorial Embedding Jun 29, 2021 Image Categorization Image Retrieval
— Unverified Trainable Class Prototypes for Few-Shot Learning Jun 21, 2021 Few-Shot Learning Metric Learning
— Unverified Unsupervised Hyperbolic Metric Learning Jun 19, 2021 Anatomy Metric Learning
— Unverified Spatial Assembly Networks for Image Representation Learning Jun 19, 2021 image-classification Image Classification
— Unverified Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning Jun 19, 2021 Image Retrieval Metric Learning
— Unverified Episode Adaptive Embedding Networks for Few-shot Learning Jun 17, 2021 Few-Shot Learning Metric Learning
Code Code Available Trainable Discrete Feature Embeddings for Variational Quantum Classifier Jun 17, 2021 Metric Learning Quantum Machine Learning
Code Code Available Hotel Recognition via Latent Image Embedding Jun 15, 2021 Benchmarking Metric Learning
— Unverified Self-Supervised Metric Learning in Multi-View Data: A Downstream Task Perspective Jun 14, 2021 Clustering Metric Learning
— Unverified Noise-robust Graph Learning by Estimating and Leveraging Pairwise Interactions Jun 14, 2021 Contrastive Learning Graph Learning
Code Code Available Atlas Based Representation and Metric Learning on Manifolds Jun 13, 2021 Metric Learning Representation Learning
Code Code Available NDPNet: A novel non-linear data projection network for few-shot fine-grained image classification Jun 13, 2021 Few-Shot Learning Fine-Grained Image Classification
— Unverified Anomalous Sound Detection Using a Binary Classification Model and Class Centroids Jun 11, 2021 Binary Classification Classification
— Unverified A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks Jun 11, 2021 Image Retrieval Metric Learning
Code Code Available Distance Metric Learning through Minimization of the Free Energy Jun 10, 2021 Metric Learning
— Unverified High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning Jun 7, 2021 Bayesian Optimisation Metric Learning
Code Code Available Points2Polygons: Context-Based Segmentation from Weak Labels Using Adversarial Networks Jun 5, 2021 Image Segmentation Metric Learning
— Unverified Few-Shot Partial-Label Learning Jun 2, 2021 Few-Shot Learning Metric Learning
— Unverified CNN Retrieval based Unsupervised Metric Learning for Near-Duplicated Video Retrieval May 30, 2021 Metric Learning Re-Ranking
— Unverified Exploring dual information in distance metric learning for clustering May 26, 2021 Clustering Metric Learning
— Unverified Improving Few-shot Learning with Weakly-supervised Object Localization May 25, 2021 Few-Shot Learning Metric Learning
— Unverified Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation May 25, 2021 Collaborative Filtering Metric Learning
Code Code Available IDEAL: Independent Domain Embedding Augmentation Learning May 21, 2021 Image Retrieval Metric Learning
Code Code Available Where are we in embedding spaces? A Comprehensive Analysis on Network Embedding Approaches for Recommender Systems May 19, 2021 Metric Learning Network Embedding
Code Code Available Deep Metric Learning for Few-Shot Image Classification: A Review of Recent Developments May 17, 2021 Classification Few-Shot Image Classification
— Unverified Semi-Supervised Metric Learning: A Deep Resurrection May 10, 2021 Metric Learning Triplet
— Unverified Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval May 8, 2021 Image Retrieval Metric Learning
Code Code Available 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 Deep Transform and Metric Learning Networks Apr 21, 2021 Dictionary Learning Metric Learning
— 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 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 Deep Evaluation Metric: Learning to Evaluate Simulated Radar Point Clouds for Virtual Testing of Autonomous Driving Apr 14, 2021 Autonomous Driving Metric Learning
— Unverified 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 Hierarchical Relationship Alignment Metric Learning Mar 28, 2021 Metric Learning Multi-Label Learning
— Unverified Rethinking Deep Contrastive Learning with Embedding Memory Mar 25, 2021 Contrastive Learning Metric Learning
— Unverified Hierarchical Proxy-based Loss for Deep Metric Learning Mar 25, 2021 Image Retrieval Metric Learning
— Unverified Toward Tweet Entity Linking with Heterogeneous Information Networks Mar 23, 2021 Entity Linking 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 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 Improving Image co-segmentation via Deep Metric Learning Mar 19, 2021 Image Segmentation Metric Learning
— Unverified 