Metric Learning

INQUIRE: A Natural World Text-to-Image Retrieval Benchmark NeurIPS 2024 Insert or Attach: Taxonomy Completion via Box Embedding ACL 2024 Instance-based Max-margin for Practical Few-shot Recognition CVPR 2024 Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions CVPR 2024 Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation NeurIPS 2024 Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data AISTATS 2024 Is Function Similarity Over-Engineered? Building a Benchmark NeurIPS 2024 JRC-Names-Retrieval: A Standardized Benchmark for Name Search COLING 2024 KCL: Few-shot Named Entity Recognition with Knowledge Graph and Contrastive Learning COLING 2024 Kernel Metric Learning for In-Sample Off-Policy Evaluation of Deterministic RL Policies ICLR 2024 Key Acoustic Cues for the Realization of Metrical Prominence in Tone Languages: A Cross-Dialect Study Interspeech 2024 KFNN: K-Free Nearest Neighbor For Crowdsourcing NeurIPS 2024 Kosmic: Korean Text Similarity Metric Reflecting Honorific Distinctions COLING 2024 KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and Deformation CVPR 2024 Latent Functional Maps: a spectral framework for representation alignment NeurIPS 2024 LCOT: Linear Circular Optimal Transport ICLR 2024 Learning Adaptive Kernels for Statistical Independence Tests AISTATS 2024 Learning Embeddings for Sequential Tasks Using Population of Agents IJCAI 2024 Learning for Transductive Threshold Calibration in Open-World Recognition CVPR 2024 Learning Label-Specific Multiple Local Metrics for Multi-Label Classification IJCAI 2024 Learning Representation of Therapist Empathy in Counseling Conversation Using Siamese Hierarchical Attention Network Interspeech 2024 Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning ICLR 2024 Learning Spatial Similarity Distribution for Few-shot Object Counting IJCAI 2024 Learning the Pareto Set Under Incomplete Preferences: Pure Exploration in Vector Bandits AISTATS 2024 Learning to Embed Distributions via Maximum Kernel Entropy NeurIPS 2024