Trade When Opportunity Comes: Price Movement Forecasting via Locality-Aware Attention and Iterative Refinement Labeling Jul 26, 2021 Metric Learning Time Series Analysis
— Unverified Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning Jul 20, 2021 Metric Learning
Code Code Available Ranking labs-of-origin for genetically engineered DNA using Metric Learning Jul 16, 2021 Clustering Metric Learning
— Unverified Few-shot Learning with Global Relatedness Decoupled-Distillation Jul 12, 2021 Few-Shot Learning Metric Learning
— Unverified TA2N: Two-Stage Action Alignment Network for Few-shot Action Recognition Jul 10, 2021 Action Recognition Few-Shot action recognition
Code Code Available Case-based Similar Image Retrieval for Weakly Annotated Large Histopathological Images of Malignant Lymphoma Using Deep Metric Learning Jul 8, 2021 Image Retrieval Metric Learning
— Unverified Deep Metric Learning Model for Imbalanced Fault Diagnosis Jul 8, 2021 Fault Diagnosis imbalanced classification
— Unverified Hierarchical Semantic Segmentation using Psychometric Learning Jul 7, 2021 Image Segmentation Metric Learning
— Unverified Finding Significant Features for Few-Shot Learning using Dimensionality Reduction Jul 6, 2021 Dimensionality Reduction Few-Shot Learning
— Unverified Towards Scalable and Channel-Robust Radio Frequency Fingerprint Identification for LoRa Jul 6, 2021 Data Augmentation Metric Learning
— Unverified MSE Loss with Outlying Label for Imbalanced Classification Jul 6, 2021 Classification imbalanced classification
— 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 Sequential Recommendation with Graph Neural Networks Jun 27, 2021 Graph Neural Network Metric Learning
Code Code Available Trainable Class Prototypes for Few-Shot Learning Jun 21, 2021 Few-Shot Learning Metric Learning
— Unverified Manifold Matching via Deep Metric Learning for Generative Modeling Jun 20, 2021 Image Generation Metric Learning
Code Code Available Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning Jun 19, 2021 Image Retrieval 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 Deep Compositional Metric Learning Jun 19, 2021 Metric Learning
Code Code Available Virtual Fully-Connected Layer: Training a Large-Scale Face Recognition Dataset With Limited Computational Resources Jun 19, 2021 Face Recognition GPU
Code Code Available Trainable Discrete Feature Embeddings for Variational Quantum Classifier Jun 17, 2021 Metric Learning Quantum Machine Learning
Code Code Available Episode Adaptive Embedding Networks for Few-shot Learning Jun 17, 2021 Few-Shot Learning Metric 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 It Takes Two to Tango: Mixup for Deep Metric Learning Jun 9, 2021 Data Augmentation Metric Learning
Code Code Available 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 TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification May 30, 2021 Decoder Generalizable Person Re-identification
Code Code Available 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 Unsupervised Visual Representation Learning by Online Constrained K-Means May 24, 2021 Clustering Contrastive 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 A Deep Metric Learning Approach to Account Linking May 15, 2021 Metric Learning
Code Code Available 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 End-to-end One-shot Human Parsing May 4, 2021 Human Parsing Metric Learning
Code Code Available Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning May 3, 2021 Contrastive Learning Metric Learning
Code Code Available 