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

MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Knowledge Poisoning Attacks ACL 2026
LongVideoAgent: Multi-Agent Reasoning with Long Videos ACL 2026
Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents ACL 2026
Benchmarking Fine-Grained Error Detection in Multimodal Reasoning ACL 2026
SmokeBench: Evaluating Multimodal Large Language Models for Wildfire Smoke Detection WACV 2026
Grounding Descriptions in Images informs Zero-Shot Visual Recognition WACV 2026
Enhancing Visual Planning with Auxiliary Tasks and Multi-token Prediction WACV 2026
Understanding the Visual Projection Space of Multimodal LLMs WACV 2026
Distilling What and Why: Enhancing Driver Intention Prediction with MLLMs WACV 2026
EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction Visual Segmentation In Multi-Modal Large Language Models WACV 2026
You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction WACV 2026
InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection EACL 2026
RotBench: Evaluating Multi-modal Large Language Models on Identifying Image Rotation EACL 2026
Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data EACL 2026
ObjChangeVR: Object State Change Reasoning from Continuous Egocentric Views in VR Environments EACL 2026
Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs EACL 2026
OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets EACL 2026
VideoMind: Thinking in Steps for Long Video Understanding EACL 2026
See More, Store Less: Memory-Efficient Resolution for Video Moment Retrieval EACL 2026
MADIAVE: Multi-Agent Debate for Implicit Attribute Value Extraction EACL 2026
DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors AAAI 2026
Towards General Visual-Linguistic Face Forgery Detection CVPR 2025
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025
MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering ACL 2025
Towards Text-Image Interleaved Retrieval ACL 2025