Metric Learning

Adversarial Metric Learning for Fine-Grained Emotion Classification ACL 2026 CITD@UIT at SemEval-2026 Task 4: Structured Reasoning and Metric Specialization for Narrative Similarity SemEval 2026 ID-Sim: An Identity-Focused Similarity Metric CVPR 2026 Learning 3D Shape Fidelity Metric from Real-world Distortions CVPR 2026 MarSan at SemEval-2026 Task 4: Narrative Similarity via Sentence-BERT Metric Learning with Triple-Derived Losses SemEval 2026 Mendel292 at SemEval-2026 Task 4: Disentangled Narrative Embeddings for Story Similarity SemEval 2026 MoodMetric at SemEval-2026 Task 4:Narrative Story Similarity and Narrative Representation Learning SemEval 2026 MPL: Match-guided Prototype Learning for Few-shot Action Recognition CVPR 2026 PEU Lab at SemEval-2026 Task 4: Pairwise Text Comparison using RoBERTa and Ranking Loss SemEval 2026 Rethinking Cross-Modal Anchor Alignment for Mitigating Error Accumulation CVPR 2026 SGSoft: Learning Fused Semantic-Geometric Features for 3D Shape Correspondence via Template-Guided Soft Signals CVPR 2026 Adversarial Deep Metric Learning for Cross-Modal Audio-Text Alignment in Open-Vocabulary Keyword Spotting Interspeech 2025 AQUAFace: Age-Invariant Quality Adaptive Face Recognition for Unconstrained Selfie vs ID Verification AAAI 2025 A Siamese Network-Based Framework for Voice Mimicry Proficiency Assessment Using X-Vector Embeddings Interspeech 2025 Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification CVPR 2025 Deep Metric Learning for Unsupervised Remote Sensing Change Detection WACV 2025 Enhancing Audio Deepfake Detection by Improving Representation Similarity of Bonafide Speech Interspeech 2025 Noisy Correspondence Rectification via Asymmetric Similarity Learning AAAI 2025 Patient-Aware Feature Alignment for Robust Lung Sound Classification: Cohesion-Separation and Global Alignment Losses Interspeech 2025 Representer Theorems for Metric and Preference Learning: Geometric Insights and Algorithms AISTATS 2025 Synthetic Speech Source Tracing using Metric Learning Interspeech 2025 Temporal Alignment-Free Video Matching for Few-shot Action Recognition CVPR 2025 Unveiling Audio Deepfake Origins: A Deep Metric learning And Conformer Network Approach With Ensemble Fusion Interspeech 2025 Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners CVPR 2024 Differentiable Auxiliary Learning for Sketch Re-Identification AAAI 2024