Pretraining

Learning Beyond Labels: Self-Supervised Handwritten Text Recognition WACV 2026 Learning from Imperfect Data: Incremental Learning and Few-shot Learning AAAI 2026 Learning Procedural-Aware Video Representations Through State-Grounded Hierarchy Unfolding AAAI 2026 Let the Model Learn to Feel: Mode-Guided Tonality Injection for Symbolic Music Emotion Recognition AAAI 2026 Leveraging Pretrained Representations for Cross-Modal Point Cloud Completion WACV 2026 Linguistically Informed Tokenization Improves ASR for Underresourced Languages EACL 2026 LUMIN: A Longitudinal Multi-modal Knowledge Decomposition Network for Predicting Breast Cancer Recurrence AAAI 2026 MAGIC VFM-Meta-Learning Adaptation for Ground Interaction Control with Visual Foundation Models (Abstract Reprint) AAAI 2026 Margin-Aware Preference Optimization for Aligning Diffusion Models Without Reference AAAI 2026 MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation AAAI 2026 MetaSwarm at AbjadMed: Forensic Optimization and Class-Balanced Discovery for Medical Diglossia in Abjad Scripts EACL 2026 MIDILM: A Dual-Path Model for Controllable Text-to-MIDI Generation AAAI 2026 MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology AAAI 2026 MIRAGE: Towards AI-Generated Image Detection in the Wild AAAI 2026 MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging AAAI 2026 Mitigating Endogenous Confirmation Bias in Noisy Label Learning for Vision-Language Models AAAI 2026 MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings ACL 2026 MonoDream: Monocular Vision-Language Navigation with Panoramic Dreaming AAAI 2026 Multilingual-To-Multimodal (M2M): Unlocking New Languages with Monolingual Text EACL 2026 Multimodal Medical Image Binding via Shared Text Embeddings WACV 2026 Multi-Modal Style Transfer-based Prompt Tuning for Efficient Federated Domain Generalization AAAI 2026 NESTOR: A Nested MOE-based Neural Operator for Large-Scale PDE Pre-Training CVPR 2026 Olga Snissarenko at AbjadMed: Arabic Clinical Text Classification with AraBERT: Results from the AbjadMed Shared Task EACL 2026 OneLIP: Unlocking and Improving Long-Text Representations of CLIP via One-Stage Adaptation AAAI 2026 OpenT2M: No-frill Motion Generation with Open-source, Large-scale, High-quality Data CVPR 2026