Metric Learning

FUGAL: Feature-fortified Unrestricted Graph Alignment NeurIPS 2024 Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products NeurIPS 2024 Functional optimal transport: regularized map estimation and domain adaptation for functional data JMLR 2024 Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels AISTATS 2024 Generalizable Person Re-identification via Balancing Alignment and Uniformity NeurIPS 2024 Generate Universal Adversarial Perturbations for Few-Shot Learning NeurIPS 2024 Getting More for Less: Using Weak Labels and AV-Mixup for Robust Audio-Visual Speaker Verification Interspeech 2024 Glance To Count: Learning To Rank With Anchors for Weakly-Supervised Crowd Counting WACV 2024 Graph Edit Distance with General Costs Using Neural Set Divergence NeurIPS 2024 Guiding GBFS through Learned Pairwise Rankings IJCAI 2024 HashReID: Dynamic Network With Binary Codes for Efficient Person Re-Identification WACV 2024 Hierarchical Multi-Marginal Optimal Transport for Network Alignment AAAI 2024 Higher-order Relational Reasoning for Pedestrian Trajectory Prediction CVPR 2024 High-Order Semantic Alignment for Unsupervised Fine-Grained Image-Text Retrieval COLING 2024 HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval AAAI 2024 HiPose: Hierarchical Binary Surface Encoding and Correspondence Pruning for RGB-D 6DoF Object Pose Estimation CVPR 2024 How Classification Baseline Works for Deep Metric Learning: A Perspective of Metric Space ACML 2024 How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning EMNLP 2024 How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? AAAI 2024 Hyperbolic Embeddings of Supervised Models NeurIPS 2024 Hyperspherical Classification with Dynamic Label-to-Prototype Assignment CVPR 2024 IDC: Boost Text-to-image Retrieval via Indirect and Direct Connections COLING 2024 Image Retrieval with Self-Supervised Divergence Minimization and Cross-Attention Classification IJCAI 2024 Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users COLING 2024 Improving Retrieval in Sponsored Search by Leveraging Query Context Signals EMNLP 2024