On Background Bias in Deep Metric Learning Oct 4, 2022 Metric Learning Retrieval
Code Code Available And what if two musical versions don't share melody, harmony, rhythm, or lyrics ? Oct 3, 2022 Metric Learning Rhythm
— Unverified Lexical semantics enhanced neural word embeddings Oct 3, 2022 Metric Learning Semantic Similarity
— Unverified Self-Supervised Monocular Depth Estimation: Solving the Edge-Fattening Problem Oct 2, 2022 Depth Estimation Depth Prediction
Code Code Available Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning Oct 1, 2022 Metric Learning Sentence
Code Code Available COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition Oct 1, 2022 Contrastive Learning few-shot-ner
Code Code Available The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm Sep 30, 2022 Collaborative Filtering Diversity
Code Code Available Uncertainty Estimation for 3D Dense Prediction via Cross-Point Embeddings Sep 29, 2022 Metric Learning Prediction
Code Code Available A Simple Way to Learn Metrics Between Attributed Graphs Sep 26, 2022 Metric Learning
— Unverified Understanding Open-Set Recognition by Jacobian Norm and Inter-Class Separation Sep 23, 2022 Metric Learning Open Set Learning
— Unverified Query-Guided Networks for Few-shot Fine-grained Classification and Person Search Sep 21, 2022 Metric Learning Person Search
— Unverified DDGHM: Dual Dynamic Graph with Hybrid Metric Training for Cross-Domain Sequential Recommendation Sep 21, 2022 Metric Learning Sequential Recommendation
— Unverified Deep Metric Learning with Chance Constraints Sep 19, 2022 Image Retrieval Metric Learning
Code Code Available Magnetic Resonance Fingerprinting with compressed sensing and distance metric learning Sep 19, 2022 compressed sensing Magnetic Resonance Fingerprinting
— Unverified Towards A Unified Policy Abstraction Theory and Representation Learning Approach in Markov Decision Processes Sep 16, 2022 Decision Making Metric Learning
— Unverified A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems Sep 15, 2022 Domain Generalization Fine-Grained Image Classification
Code Code Available Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification Sep 14, 2022 Binary Classification Classification
Code Code Available Learning Deep Optimal Embeddings with Sinkhorn Divergences Sep 14, 2022 Fine-Grained Image Recognition image-classification
— Unverified Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition Sep 11, 2022 Face Recognition Face Reconstruction
— Unverified ScaleFace: Uncertainty-aware Deep Metric Learning Sep 5, 2022 Face Recognition Image Retrieval
Code Code Available Class-Specific Channel Attention for Few-Shot Learning Sep 3, 2022 Few-Shot Classification and Segmentation Few-Shot Image Classification
— Unverified Latent Similarity Identifies Important Functional Connections for Phenotype Prediction Aug 30, 2022 Computational Efficiency Metric Learning
Code Code Available Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning Aug 30, 2022 Contrastive Learning Metric Learning
Code Code Available Affective Manifolds: Modeling Machine's Mind to Like, Dislike, Enjoy, Suffer, Worry, Fear, and Feel Like A Human Aug 29, 2022 Dimensionality Reduction Metric Learning
Code Code Available Few-Shot Learning Meets Transformer: Unified Query-Support Transformers for Few-Shot Classification Aug 26, 2022 Decoder Few-Shot Learning
— Unverified Satellite Image Search in AgoraEO Aug 23, 2022 Content-Based Image Retrieval Deep Hashing
— Unverified Learning Branched Fusion and Orthogonal Projection for Face-Voice Association Aug 22, 2022 Metric Learning
Code Code Available Representation Learning for the Automatic Indexing of Sound Effects Libraries Aug 18, 2022 Metric Learning Representation Learning
Code Code Available HyP^2 Loss: Beyond Hypersphere Metric Space for Multi-label Image Retrieval Aug 14, 2022 Deep Hashing Image Retrieval
Code Code Available Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes Aug 13, 2022 Few-Shot Semantic Segmentation Metric Learning
— Unverified Regressing Relative Fine-Grained Change for Sub-Groups in Unreliable Heterogeneous Data Through Deep Multi-Task Metric Learning Aug 11, 2022 Change Detection Metric Learning
— Unverified Pairwise Learning via Stagewise Training in Proximal Setting Aug 8, 2022 Face Recognition Metric Learning
— Unverified Unsupervised Graph Spectral Feature Denoising for Crop Yield Prediction Aug 4, 2022 Crop Yield Prediction Denoising
— Unverified Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural Networks Aug 3, 2022 Metric Learning Re-Ranking
Code Code Available Semantic Data Augmentation based Distance Metric Learning for Domain Generalization Aug 2, 2022 Data Augmentation Diversity
— Unverified DAS: Densely-Anchored Sampling for Deep Metric Learning Jul 30, 2022 Face Recognition Image Retrieval
Code Code Available Re-thinking and Re-labeling LIDC-IDRI for Robust Pulmonary Cancer Prediction Jul 28, 2022 Metric Learning Prediction
— Unverified V^2L: Leveraging Vision and Vision-language Models into Large-scale Product Retrieval Jul 26, 2022 Metric Learning Retrieval
Code Code Available Active Learning of Ordinal Embeddings: A User Study on Football Data Jul 26, 2022 Active Learning Information Retrieval
— Unverified ConceptBeam: Concept Driven Target Speech Extraction Jul 25, 2022 Metric Learning Speech Extraction
— Unverified Rethinking Few-Shot Class-Incremental Learning with Open-Set Hypothesis in Hyperbolic Geometry Jul 20, 2022 class-incremental learning Class Incremental Learning
— Unverified Bayesian Evidential Learning for Few-Shot Classification Jul 19, 2022 Classification Metric Learning
— Unverified WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification Jul 18, 2022 Cover song identification Data Augmentation
— Unverified Cross Vision-RF Gait Re-identification with Low-cost RGB-D Cameras and mmWave Radars Jul 16, 2022 Metric Learning Person Re-Identification
— Unverified Segment-level Metric Learning for Few-shot Bioacoustic Event Detection Jul 15, 2022 Event Detection Few-Shot Learning
Code Code Available Adversarial Reweighting for Speaker Verification Fairness Jul 15, 2022 Fairness Metric Learning
— Unverified Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification Jul 14, 2022 Classification image-classification
— Unverified Few-Shot Specific Emitter Identification via Deep Metric Ensemble Learning Jul 14, 2022 Ensemble Learning Metric Learning
Code Code Available Dam reservoir extraction from remote sensing imagery using tailored metric learning strategies Jul 12, 2022 Metric Learning Segmentation
Code Code Available Supervised similarity learning for corporate bonds using Random Forest proximities Jul 10, 2022 Management Metric Learning
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