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Large Language Models

9,067 papers

Papers per year

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Papers

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding CVPR 2025
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models CVPR 2025
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model CVPR 2025
VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models CVPR 2025
SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment CVPR 2025
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment CVPR 2025
EfficientLLaVA: Generalizable Auto-Pruning for Large Vision-language Models CVPR 2025
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding CVPR 2025
On the Consistency of Video Large Language Models in Temporal Comprehension CVPR 2025
VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models CVPR 2025
Interleaved-Modal Chain-of-Thought CVPR 2025
DTOS: Dynamic Time Object Sensing with Large Multimodal Model CVPR 2025
Coeff-Tuning: A Graph Filter Subspace View for Tuning Attention-Based Large Models CVPR 2025
GroundingFace: Fine-grained Face Understanding via Pixel Grounding Multimodal Large Language Model CVPR 2025
DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding CVPR 2025
Vision-Language Models Do Not Understand Negation CVPR 2025
CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language Models CVPR 2025
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM CVPR 2025
HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding CVPR 2025
Gen3DEval: Using vLLMs for Automatic Evaluation of Generated 3D Objects CVPR 2025
3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination CVPR 2025
Cross-modal Information Flow in Multimodal Large Language Models CVPR 2025
EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues CVPR 2025
HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver CVPR 2025
Video Summarization with Large Language Models CVPR 2025