Meta Guided Metric Learner for Overcoming Class Confusion in Few-Shot Road Object Detection Oct 28, 2021 Autonomous Driving Few-Shot Object Detection
— Unverified Supervised Metric Learning for Music Structure Features Oct 18, 2021 Metric Learning
— Unverified A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data Oct 18, 2021 Image Segmentation Medical Image Segmentation
— Unverified A MIMO Radar-based Few-Shot Learning Approach for Human-ID Oct 16, 2021 Few-Shot Learning Metric Learning
— Unverified Exposing Query Identification for Search Transparency Oct 14, 2021 Metric Learning Retrieval
— Unverified Deep Metric Learning with Locality Sensitive Angular Loss for Self-Correcting Source Separation of Neural Spiking Signals Oct 13, 2021 Metric Learning Time Series
— Unverified Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar Oct 12, 2021 Metric Learning regression
Code Code Available Deep learning-based person re-identification methods: A survey and outlook of recent works Oct 10, 2021 Deep Learning Metric Learning
— Unverified Multi Proxy Anchor Family Loss for Several Types of Gradients Oct 8, 2021 Image Retrieval Metric Learning
— Unverified DMML-Net: Deep Metametric Learning for Few-Shot Geographic Object Segmentation in Remote Sensing Imagery Oct 8, 2021 Metric Learning Segmentation
— Unverified Reliable Probability Intervals For Classification Using Inductive Venn Predictors Based on Distance Learning Oct 7, 2021 image-classification Image Classification
— Unverified Incremental Class Learning using Variational Autoencoders with Similarity Learning Oct 4, 2021 Incremental Learning Metric Learning
— Unverified Two Regimes of Generalization for Non-Linear Metric Learning Sep 29, 2021 Generalization Bounds Metric Learning
— Unverified LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Cross-annotation Face Alignment Sep 29, 2021 Face Alignment Metric Learning
Code Code Available Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id Sep 29, 2021 Clustering Contrastive Learning
— Unverified A Biology-Informed Similarity Metric for Simulated Patches of Human Cell Membrane Sep 29, 2021 Metric Learning
— Unverified Metric Learning on Temporal Graphs via Few-Shot Examples Sep 29, 2021 Drug Discovery Graph Classification
— Unverified From Graph Local Embedding to Deep Metric Learning Sep 29, 2021 Metric Learning Retrieval
— Unverified Assessing two novel distance-based loss functions for few-shot image classification Sep 29, 2021 Few-Shot Image Classification Few-Shot Learning
— Unverified Understanding Metric Learning on Unit Hypersphere and Generating Better Examples for Adversarial Training Sep 29, 2021 Metric Learning Representation Learning
— Unverified ConVAEr: Convolutional Variational AutoEncodeRs for incremental similarity learning Sep 29, 2021 Metric Learning Transfer Learning
— Unverified ASAP DML: Deep Metric Learning with Alternating Sets of Alternating Proxies Sep 29, 2021 Image Retrieval Metric Learning
— Unverified Quantifying point cloud realism through adversarially learned latent representations Sep 24, 2021 Anomaly Detection Metric Learning
— Unverified GradML: A Gradient-based Loss for Deep Metric Learning Sep 22, 2021 Metric Learning Retrieval
— Unverified Self-Supervised Metric Learning With Graph Clustering For Speaker Diarization Sep 14, 2021 Clustering Graph Clustering
Code Code Available Few-shot Learning in Emotion Recognition of Spontaneous Speech Using a Siamese Neural Network with Adaptive Sample Pair Formation Sep 7, 2021 Emotion Recognition Few-Shot Learning
— Unverified Deep Metric Learning for Ground Images Sep 3, 2021 Image Retrieval Metric Learning
— Unverified SetMargin Loss applied to Deep Keystroke Biometrics with Circle Packing Interpretation Sep 2, 2021 Metric Learning
— Unverified Transfer of Pretrained Model Weights Substantially Improves Semi-Supervised Image Classification Sep 2, 2021 image-classification Image Classification
Code Code Available Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment Aug 21, 2021 Metric Learning Sentence
— Unverified LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning Aug 20, 2021 Image Retrieval Metric Learning
Code Code Available Task-Sensitive Concept Drift Detector with Constraint Embedding Aug 16, 2021 Drift Detection Metric Learning
Code Code Available Disease-oriented image embedding with pseudo-scanner standardization for content-based image retrieval on 3D brain MRI Aug 14, 2021 Content-Based Image Retrieval Dimensionality Reduction
— Unverified Continual Semi-Supervised Learning through Contrastive Interpolation Consistency Aug 14, 2021 Continual Learning Metric Learning
Code Code Available Text Anchor Based Metric Learning for Small-footprint Keyword Spotting Aug 12, 2021 Keyword Spotting Metric Learning
— Unverified Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering Aug 3, 2021 Metric Learning
— Unverified LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment Aug 2, 2021 Face Alignment Metric Learning
— Unverified Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories Aug 1, 2021 Few-Shot Learning Meta-Learning
Code Code Available A Unified Representation Learning Strategy for Open Relation Extraction with Ranked List Loss Aug 1, 2021 Clustering Metric Learning
— Unverified Bridging Gap between Image Pixels and Semantics via Supervision: A Survey Jul 29, 2021 Content-Based Image Retrieval Image Retrieval
— Unverified Multi-Scale Feature and Metric Learning for Relation Extraction Jul 28, 2021 Metric Learning Relation
— Unverified Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models Jul 26, 2021 Metric Learning Prediction
Code Code Available Trade When Opportunity Comes: Price Movement Forecasting via Locality-Aware Attention and Iterative Refinement Labeling Jul 26, 2021 Metric Learning Time Series Analysis
— Unverified Hierarchical Latent Relation Modeling for Collaborative Metric Learning Jul 26, 2021 Collaborative Filtering Graph Embedding
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 Deep Metric Learning Model for Imbalanced Fault Diagnosis Jul 8, 2021 Fault Diagnosis imbalanced classification
— Unverified 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 Hierarchical Semantic Segmentation using Psychometric Learning Jul 7, 2021 Image Segmentation Metric Learning
— Unverified Towards Scalable and Channel-Robust Radio Frequency Fingerprint Identification for LoRa Jul 6, 2021 Data Augmentation Metric Learning
— Unverified 