conftrace_

multimodal large language model

966 papers

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Also known as

MLLMS M-LLM MLLM

Co-occurring keywords

multimodal learning (4645) benchmark evaluation (1556) large language model (13587) visual question answering (1017) visual reasoning (493) video understanding (1658) instruction tuning (838) vision-language model (2348) chain-of-thought reasoning (551) visual grounding (518)

Papers

Exploring How Generative MLLMs Perceive More Than CLIP with the Same Vision Encoder ACL 2025
Video-Bench: Human-Aligned Video Generation Benchmark CVPR 2025
IDEA-Bench: How Far are Generative Models from Professional Designing? CVPR 2025
Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ACL 2025
Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions ACL 2025
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories CVPR 2025
Open-World Attribute Mining for E-Commerce Products with Multimodal Self-Correction Instruction Tuning ACL 2025
VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation ICCV 2025
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization CVPR 2025
RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness CVPR 2025
Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding CVPR 2025
Phoenix: A Motion-based Self-Reflection Framework for Fine-grained Robotic Action Correction CVPR 2025
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models NAACL 2025
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models CVPR 2025
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025
MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference NAACL 2025
FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs CVPR 2025
Stop Learning it all to Mitigate Visual Hallucination, Focus on the Hallucination Target. CVPR 2025
From Multimodal LLMs to Generalist Embodied Agents: Methods and Lessons CVPR 2025
Mitigating Hallucinations in Multi-modal Large Language Models via Image Token Attention-Guided Decoding NAACL 2025
Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding CVPR 2025
PoseLLaVA: Pose Centric Multimodal LLM for Fine-Grained 3D Pose Manipulation AAAI 2025
ACE-M3: Automatic Capability Evaluator for Multimodal Medical Models COLING 2025
Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025
SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model CVPR 2025