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Metric Learning

2800 directly classified papers

Papers per year

Papers

TriSampler: A Better Negative Sampling Principle for Dense Retrieval AAAI 2024
MGNet: Learning Correspondences via Multiple Graphs AAAI 2024
Contrastive losses as generalized models of global epistasis NIPS 2024
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem NIPS 2024
Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning AAAI 2024
A Fixed-Point Approach to Unified Prompt-Based Counting AAAI 2024
Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings AAAI 2024
Learning to Embed Distributions via Maximum Kernel Entropy NIPS 2024
Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-identification AAAI 2024
FashionERN: Enhance-and-Refine Network for Composed Fashion Image Retrieval AAAI 2024
Cross-Covariate Gait Recognition: A Benchmark AAAI 2024
Limited Memory Online Gradient Descent for Kernelized Pairwise Learning with Dynamic Averaging AAAI 2024
Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving NIPS 2024
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking AAAI 2024
Neural Embeddings for kNN Search in Biological Sequence AAAI 2024
Cross-Layer and Cross-Sample Feature Optimization Network for Few-Shot Fine-Grained Image Classification AAAI 2024
Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits NIPS 2024
A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling AAAI 2024
Understanding the Role of the Projector in Knowledge Distillation AAAI 2024
Towards a General-Purpose Model of Perceived Pragmatic Similarity INTERSPEECH 2024
Disentangling Age and Identity with a Mutual Information Minimization for Cross-Age Speaker Verification INTERSPEECH 2024
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models EACL 2024
Your contrastive learning problem is secretly a distribution alignment problem NIPS 2024
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users COLING 2024
Distributed Manifold Hashing for Image Set Classification and Retrieval AAAI 2024