Catching Image Retrieval Generalization Jun 23, 2023 Image Retrieval Metric Learning
— Unverified Deep Metric Learning with Soft Orthogonal Proxies Jun 22, 2023 Image Retrieval Metric Learning
— Unverified Annotation Cost Efficient Active Learning for Content Based Image Retrieval Jun 20, 2023 Active Learning Content-Based Image Retrieval
— Unverified Renderers are Good Zero-Shot Representation Learners: Exploring Diffusion Latents for Metric Learning Jun 19, 2023 Metric Learning Neural Rendering
Code Code Available FewSAR: A Few-shot SAR Image Classification Benchmark Jun 16, 2023 Classification Few-Shot Learning
Code Code Available Contrastive Attention Networks for Attribution of Early Modern Print Jun 12, 2023 Metric Learning
— Unverified A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference Jun 12, 2023 Metric Learning
— Unverified Linear Distance Metric Learning with Noisy Labels Jun 5, 2023 Learning with noisy labels Metric Learning
— Unverified Mixed-type Distance Shrinkage and Selection for Clustering via Kernel Metric Learning Jun 2, 2023 Attribute Clustering
— Unverified Class Anchor Margin Loss for Content-Based Image Retrieval Jun 1, 2023 Content-Based Image Retrieval Image Retrieval
— Unverified Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation May 29, 2023 Decision Making Fairness
Code Code Available Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language May 25, 2023 Metric Learning Pose Estimation
Code Code Available Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction May 23, 2023 Clustering Language Modeling
— Unverified Improving the Gap in Visual Speech Recognition Between Normal and Silent Speech Based on Metric Learning May 23, 2023 Metric Learning speech-recognition
— Unverified Learning for Transductive Threshold Calibration in Open-World Recognition May 19, 2023 Graph Neural Network Metric Learning
— Unverified ProtoVAE: Prototypical Networks for Unsupervised Disentanglement May 16, 2023 Disentanglement Metric Learning
— Unverified SuSana Distancia is all you need: Enforcing class separability in metric learning via two novel distance-based loss functions for few-shot image classification May 15, 2023 All Few-Shot Image Classification
— Unverified Category-Oriented Representation Learning for Image to Multi-Modal Retrieval May 6, 2023 Cross-Modal Retrieval Image Retrieval
— Unverified Semantic Frame Induction with Deep Metric Learning Apr 27, 2023 Metric Learning Word Embeddings
— Unverified STIR: Siamese Transformer for Image Retrieval Postprocessing Apr 26, 2023 Image Retrieval Metric Learning
Code Code Available FineEHR: Refine Clinical Note Representations to Improve Mortality Prediction Apr 24, 2023 Metric Learning Mortality Prediction
— Unverified Deep Metric Learning Assisted by Intra-variance in A Semi-supervised View of Learning Apr 21, 2023 Metric Learning Self-Supervised Learning
— Unverified Multilingual Query-by-Example Keyword Spotting with Metric Learning and Phoneme-to-Embedding Mapping Apr 19, 2023 Keyword Spotting Metric Learning
— Unverified Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion Apr 17, 2023 Graph Neural Network Knowledge Graph Completion
Code Code Available Collaborative Residual Metric Learning Apr 17, 2023 Collaborative Filtering Metric Learning
Code Code Available Learning Empirical Bregman Divergence for Uncertain Distance Representation Apr 16, 2023 Metric Learning
— Unverified Self-supervised Auxiliary Loss for Metric Learning in Music Similarity-based Retrieval and Auto-tagging Apr 15, 2023 Information Retrieval Metric Learning
— Unverified Deep Metric Multi-View Hashing for Multimedia Retrieval Apr 13, 2023 Metric Learning Retrieval
— Unverified Leveraging triplet loss for unsupervised action segmentation Apr 13, 2023 Action Segmentation Clustering
Code Code Available GPr-Net: Geometric Prototypical Network for Point Cloud Few-Shot Learning Apr 12, 2023 Computational Efficiency Few-Shot 3D Point Cloud Classification
Code Code Available Unicom: Universal and Compact Representation Learning for Image Retrieval Apr 12, 2023 Image Classification Image Retrieval
Code Code Available Representer Theorems for Metric and Preference Learning: A Geometric Perspective Apr 7, 2023 Metric Learning Triplet
— Unverified Robust Calibrate Proxy Loss for Deep Metric Learning Apr 6, 2023 Metric Learning Retrieval
— Unverified BotTriNet: A Unified and Efficient Embedding for Social Bots Detection via Metric Learning Apr 6, 2023 Metric Learning Sentence
— Unverified SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering Apr 4, 2023 counterfactual Metric Learning
— Unverified VGTS: Visually Guided Text Spotting for Novel Categories in Historical Manuscripts Apr 3, 2023 Geometric Matching Metric Learning
— Unverified CrossLoc3D: Aerial-Ground Cross-Source 3D Place Recognition Mar 31, 2023 3D Place Recognition Metric Learning
Code Code Available Adaptive Cross Batch Normalization for Metric Learning Mar 30, 2023 Image Retrieval Metric Learning
— Unverified An embedding for EEG signals learned using a triplet loss Mar 23, 2023 Brain Computer Interface EEG
— Unverified Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignment Mar 23, 2023 Domain Generalization Face Anti-Spoofing
Code Code Available Equiangular Basis Vectors Mar 21, 2023 Metric Learning
Code Code Available Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification Mar 20, 2023 Aerial Scene Classification Classification
— Unverified Understanding the Role of the Projector in Knowledge Distillation Mar 20, 2023 image-classification Image Classification
Code Code Available School-based malaria chemoprevention as a cost-effective approach to improve cognitive and educational outcomes: a meta-analysis Mar 19, 2023 Metric Learning
— Unverified MRIS: A Multi-modal Retrieval Approach for Image Synthesis on Diverse Modalities Mar 17, 2023 Image Generation Image Retrieval
— Unverified Privacy-preserving Pedestrian Tracking using Distributed 3D LiDARs Mar 17, 2023 Metric Learning Multi-Object Tracking
— Unverified Deep Metric Learning for Unsupervised Remote Sensing Change Detection Mar 16, 2023 Change Detection Disaster Response
Code Code Available Ultra-High-Resolution Detector Simulation with Intra-Event Aware GAN and Self-Supervised Relational Reasoning Mar 7, 2023 Conditional Image Generation Density Estimation
Code Code Available Learning Human-Compatible Representations for Case-Based Decision Support Mar 6, 2023 Classification Decision Making
Code Code Available MixVPR: Feature Mixing for Visual Place Recognition Mar 3, 2023 Autonomous Driving Image Retrieval
Code Code Available 