Multimodal Learning

BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models ICCV 2025 BATCLIP: Bimodal Online Test-Time Adaptation for CLIP ICCV 2025 BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion EMNLP 2025 BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation AAAI 2025 Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning ICML 2025 @BENCH: Benchmarking Vision-Language Models for Human-Centered Assistive Technology WACV 2025 Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning ACL 2025 Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025 Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data EMNLP 2025 Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving EMNLP 2025 Benchmarking Large Vision-Language Models via Directed Scene Graph for Comprehensive Image Captioning CVPR 2025 Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program ICCV 2025 Benchmarking Multimodal Large Language Models Against Image Corruptions ICCV 2025 Benchmarking Multimodal Models for Ukrainian Language Understanding Across Academic and Cultural Domains ACL 2025 Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent ICLR 2025 Benchmarking Table Extraction: Multimodal LLMs vs Traditional OCR ACL 2025 Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset ICLR 2025 Benchmarking VLMs' Reasoning About Persuasive Atypical Images WACV 2025 Benefit From Seen: Enhancing Open-Vocabulary Object Detection by Bridging Visual and Textual Co-Occurrence Knowledge ICCV 2025 Between Reality and AI Hallucinations: Reimagining the Sacred Soundscape of Ming Rituals NeurIPS 2025 BEVCalib: LiDAR-Camera Calibration via Geometry-Guided Bird’s-Eye View Representation CoRL 2025 BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving AAAI 2025 Beyond Accuracy: On the Effects of Fine-Tuning Towards Vision-Language Model’s Prediction Rationality AAAI 2025 Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs IJCNLP 2025 Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding NAACL 2025