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

Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning WACV 2026
Empowering Source-Free Domain Adaptation via MLLM-Guided Reliability-Based Curriculum Learning WACV 2026
Learning Compact Video Representations for Efficient Long-form Video Understanding in Large Multimodal Models WACV 2026
SAVE: Sparse Autoencoder-Driven Visual Information Enhancement for Mitigating Object Hallucination WACV 2026
DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models WACV 2026
Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression WACV 2026
ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos WACV 2026
MACS: Modality-Aware Capacity Scaling for Efficient Multimodal MoE Inference ACL 2026
Omni-Embed-Audio: Leveraging Multimodal LLMs for Robust Audio-Text Retrieval ACL 2026
JanusMM: A Benchmark for Self-Deprecation Understanding in Real-World Multimodal Conversations ACL 2026
GeoLaux: A Benchmark for Evaluating MLLMs’ Geometry Performance on Long-Step Problems Requiring Auxiliary Lines ACL 2026
ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding ACL 2026
CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks ACL 2026
VLN-MME: Diagnosing MLLMs as Language-guided Visual Navigation Agents ACL 2026
FactVerse: A Benchmark for Factual Consistency in Interleaved Image–Text Generation ACL 2026
Beyond the Panorama: Training-Free Hierarchical Perception-Reasoning for Fine-Grained Vision in MLLMs ACL 2026
MirrorCAPTCHA: Wild CAPTCHA, Wild Distribution, Wild Web-based Platform Meet Multimodal LLM Agents ACL 2026
VideoStir: Understanding Long Videos via Spatio-Temporally Structured and Intent-Aware RAG ACL 2026
Probing Audio-Visual Reasoning in Multimodal Language Models through the Lens of Audio ACL 2026
IGenBench: Benchmarking the Reliability of Text-to-Infographic Generation ACL 2026
From Detection to Understanding: Multi-Turn Reasoning for Video Misinformation Analysis ACL 2026
EmoS: A High-Fidelity Multimodal Benchmark for Fine-grained Streaming Emotional Understanding ACL 2026
HowToNarrate: A General-Domain Benchmark for Synchronized Video Narration with External Knowledge ACL 2026
A Survey of Deep Learning for Geometry Problem Solving ACL 2026
ReGATE: Learning Faster and Better with Fewer Tokens in MLLMs ACL 2026