Pretraining

MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ACL 2025 (Mis)Fitting Scaling Laws: A Survey of Scaling Law Fitting Techniques in Deep Learning ICLR 2025 Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning ICLR 2025 MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025 Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models ICLR 2025 mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data ACL 2025 Modality-Specialized Synergizers for Interleaved Vision-Language Generalists ICLR 2025 ModalPrompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guided Prompt EMNLP 2025 MolHFCNet: Enhancing Molecular Graph Representations with Hierarchical Feature Combining and Hybrid Pretraining IJCAI 2025 Momentum-GS: Momentum Gaussian Self-Distillation for High-Quality Large Scene Reconstruction ICCV 2025 MoRAG - Multi-Fusion Retrieval Augmented Generation for Human Motion WACV 2025 MORE: Molecule Pretraining with Multi-Level Pretext Task AAAI 2025 Morphing Tokens Draw Strong Masked Image Models ICLR 2025 Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation AAAI 2025 MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation CVPR 2025 MR-FIQA: Face Image Quality Assessment with Multi-Reference Representations from Synthetic Data Generation ICCV 2025 MTSAM: Multi-Task Fine-Tuning for Segment Anything Model ICLR 2025 Multi-Class Textual-Inversion Secretly Yields a Semantic-Agnostic Classifier WACV 2025 Multimodal Autoregressive Pre-training of Large Vision Encoders CVPR 2025 Multimodal Retina Image Analysis Survey: Datasets, Tasks and Methods IJCAI 2025 Multi-modal Vision Pre-training for Medical Image Analysis CVPR 2025 nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder AAAI 2025 NAIST Offline Speech Translation System for IWSLT 2025 ACL 2025 Near, far: Patch-ordering enhances vision foundation models' scene understanding ICLR 2025 Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering ACL 2025