conftrace_

multi-modal large language model

103 papers

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Co-occurring keywords

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

KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering ACL 2026
MR-Pruner: Training-free Multi-resolution Visual Token Pruning for Multi-modal Large Language Models WACV 2026
Towards Autonomous UAV Visual Object Search in City Space: Benchmark and Agentic Methodology AAAI 2026
Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection ACL 2026
RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow AAAI 2026
FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs WACV 2026
Zer0-Jack: A memory-efficient gradient-based jailbreaking method for black box Multi-modal Large Language Models EACL 2026
InstructDubber: Instruction-based Alignment for Zero-shot Movie Dubbing AAAI 2026
Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection ACL 2026
CWCD: Category-Wise Contrastive Decoding for Structured Medical Report Generation MIDL 2026
AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models AAAI 2026
ESMC: MLLM-Based Embedding Selection for Explainable Multiple Clustering AAAI 2026
LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotations AAAI 2026
OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM ICCV 2025
PhysSplat: Efficient Physics Simulation for 3D Scenes via MLLM-Guided Gaussian Splatting ICCV 2025
Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models? CVPR 2025
Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness ICCV 2025
M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025
Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos CVPR 2025
GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmentation CVPR 2025
StoryLLaVA: Enhancing Visual Storytelling with Multi-Modal Large Language Models COLING 2025
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery COLING 2025
RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering ACL 2025
LVPruning: An Effective yet Simple Language-Guided Vision Token Pruning Approach for Multi-modal Large Language Models NAACL 2025
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025