conftrace_

multi-modal large language model

103 papers

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multimodal large language model (966) visual question answering (1017) large language model (13587) multi-modal learning (1278) video understanding (1658) multimodal learning (4645) instruction tuning (838) visual reasoning (493) vision-language model (2348) chain-of-thought reasoning (551)

Papers

Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness ICCV 2025
PhysSplat: Efficient Physics Simulation for 3D Scenes via MLLM-Guided Gaussian Splatting ICCV 2025
OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM ICCV 2025
PlaceIt3D: Language-Guided Object Placement in Real 3D Scenes ICCV 2025
DynImg: Key Frames with Visual Prompts are Good Representation for Multi-Modal Video Understanding ICCV 2025
Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding CVPR 2025
Intelligent Document Parsing: Towards End-to-end Document Parsing via Decoupled Content Parsing and Layout Grounding EMNLP 2025
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture EMNLP 2025
Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation CVPR 2025
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models CVPR 2025
MLVU: Benchmarking Multi-task Long Video Understanding CVPR 2025
JTD-UAV: MLLM-Enhanced Joint Tracking and Description Framework for Anti-UAV Systems CVPR 2025
BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models CVPR 2025
AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models CVPR 2025
V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents CVPR 2025
AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation CVPR 2025
What Kind of Visual Tokens Do We Need? Training-Free Visual Token Pruning for Multi-Modal Large Language Models from the Perspective of Graph AAAI 2025
GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs AAAI 2025
Finding Needles in Images: Can Multi-modal LLMs Locate Fine Details? ACL 2025
Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges ACL 2025
Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025
DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding CVPR 2025
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories CVPR 2025
Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning AAAI 2025
VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation WACV 2025