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Metric Learning

2800 directly classified papers

Papers per year

Papers

Higher-order Relational Reasoning for Pedestrian Trajectory Prediction CVPR 2024
UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity CVPR 2024
Dual Pose-invariant Embeddings: Learning Category and Object-specific Discriminative Representations for Recognition and Retrieval CVPR 2024
Learning for Transductive Threshold Calibration in Open-World Recognition CVPR 2024
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification CVPR 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
Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024
Aligning Alignments: Do Colexification and Distributional Similarity Align as Measures of cross-lingual Lexical Alignment? EMNLP 2024
Optimizing Automatic Speech Assessment: W-RankSim Regularization and Hybrid Feature Fusion Strategies INTERSPEECH 2024
On the impact of several regularization techniques on label noise robustness of self-supervised speaker verification systems INTERSPEECH 2024
A Joint Framework with Heterogeneous-Relation-Aware Graph and Multi-Channel Label Enhancing Strategy for Event Causality Extraction AAAI 2024
LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs EMNLP 2024
Improving Retrieval in Sponsored Search by Leveraging Query Context Signals EMNLP 2024
BoQ: A Place is Worth a Bag of Learnable Queries CVPR 2024
Do Vision and Language Encoders Represent the World Similarly? CVPR 2024
Efficient Dynamic Hard Negative Sampling for Dialogue Selection ACL 2024
SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation ACL 2024
Linear Cross-Lingual Mapping of Sentence Embeddings ACL 2024
ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion CVPR 2024
Learning to Rank for Optimal Treatment Allocation Under Resource Constraints AISTATS 2024
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering EMNLP 2024
Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data AISTATS 2024
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ACL 2024
Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings AAAI 2024
Bures-Wasserstein Means of Graphs AISTATS 2024