Multimodal Learning

BOLT: Boost Large Vision-Language Model Without Training for Long-form Video Understanding CVPR 2025 Boltzmann Attention Sampling for Image Analysis with Small Objects CVPR 2025 Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners ICML 2025 Boosting MLLM Reasoning with Text-Debiased Hint-GRPO ICCV 2025 Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models EMNLP 2025 Boosting Multimodal Large Language Models with Visual Tokens Withdrawal for Rapid Inference AAAI 2025 Boosting Multimodal Learning via Disentangled Gradient Learning ICCV 2025 Boosting Vision Semantic Density with Anatomy Normality Modeling for Medical Vision-language Pre-training ICCV 2025 Boosting Visual Knowledge-Intensive Training for LVLMs Through Causality-Driven Visual Object Completion IJCAI 2025 Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation ICCV 2025 Borrowing From the Future: Enhancing Early Risk Assessment through Contrastive Learning MLHC 2025 Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM EMNLP 2025 BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle ACL 2025 Boundary-Aware Temporal Dynamic Pseudo-Supervision Pairs Generation for Zero-Shot Natural Language Video Localization AAAI 2025 Boundary Probing for Input Privacy Protection When Using LMM Services ICCV 2025 BQA: Body Language Question Answering Dataset for Video Large Language Models ACL 2025 BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks EMNLP 2025 BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation ACL 2025 BrainLoc: Brain Signal-Based Object Detection with Multi-modal Alignment EMNLP 2025 BrainMAP: Learning Multiple Activation Pathways in Brain Networks AAAI 2025 Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers ICLR 2025 Breaking Grid Constraints: Dynamic Graph Reconstruction Network for Multi-organ Segmentation ICCV 2025 Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization IJCNLP 2025 Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models IJCNLP 2025 Breaking the Encoder Barrier for Seamless Video-Language Understanding ICCV 2025