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Large Language Models

9,067 papers

Papers per year

Papers

Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning CVPR 2025
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research CVPR 2025
VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding CVPR 2025
All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025
Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models CVPR 2025
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception CVPR 2025
CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation CVPR 2025
Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution CVPR 2025
EventGPT: Event Stream Understanding with Multimodal Large Language Models CVPR 2025
Number it: Temporal Grounding Videos like Flipping Manga CVPR 2025
Is `Right' Right? Enhancing Object Orientation Understanding in Multimodal Large Language Models through Egocentric Instruction Tuning CVPR 2025
SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding CVPR 2025
Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models CVPR 2025
Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model CVPR 2025
LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos CVPR 2025
Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identification CVPR 2025
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025
Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key CVPR 2025
XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CVPR 2025
CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology CVPR 2025
Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction CVPR 2025
Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion CVPR 2025
Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025
MP-GUI: Modality Perception with MLLMs for GUI Understanding CVPR 2025
ChatGarment: Garment Estimation, Generation and Editing via Large Language Models CVPR 2025