Metric Learning

Leveraging Dissimilarity Invariance as a Robust Anchor for Learning with Noisy Labels AAAI 2026 LLM-Free Image Captioning Evaluation in Reference-Flexible Settings AAAI 2026 MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation WACV 2026 Matching Semantically Similar Non-Identical Objects WACV 2026 MBTI: Metric-Based Textual Inversion for Fine-Grained Image Generation WACV 2026 MixER: From Cross-Modal to Mixed-Modal Visible-Infrared Re-Identification WACV 2026 MMCM: Multimodality-aware Metric using Clustering-based Modes for Probabilistic Human Motion Prediction WACV 2026 Modality-Aware Bias Mitigation and Invariance Learning for Unsupervised Visible-Infrared Person Re-Identification AAAI 2026 Modality Matching Matters: Calibrating Language Distances for Cross-Lingual Transfer in URIEL+ EACL 2026 MovSemCL: Movement-Semantics Contrastive Learning for Trajectory Similarity AAAI 2026 Multi-Metric Representation Learning Strategy Based on Clustering for Fine-Grained Multimodal Sentiment Analysis CVPR 2026 Neighbor-aware Instance Refining with Noisy Labels for Cross-Modal Retrieval AAAI 2026 Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning AAAI 2026 NeuroBridge: Few-Shot Cross-Modal Neuron Re-identification via Dual-Channel Deep Metric Learning WACV 2026 New Metrics for Disambiguating Feature Overlap and Catastrophic Forgetting in Incremental Learning Contexts (Student Abstract) AAAI 2026 Noisy Correspondence Learning with Modality Gap Direction Correction AAAI 2026 Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation AAAI 2026 One for All: Synthesis-Free Fingerprint Learning for Attribution of In-the-Wild Synthetic Images AAAI 2026 One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026 Online Cross-Modal Hashing with Expanding Label Space AAAI 2026 On Modality Weighting and Specificity for Multi-Modal Entity Alignment AAAI 2026 Order-Preserving Dimension Reduction for Multimodal Semantic Embedding AAAI 2026 Patch-wise Retrieval: A Bag of Practical Techniques for Instance-level Matching WACV 2026 PCSR: Pseudo-label Consistency-Guided Sample Refinement for Noisy Correspondence Learning AAAI 2026 Prototype-Based Semantic Consistency Alignment for Domain Adaptive Retrieval AAAI 2026