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

II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models NIPS 2024
Needle In A Multimodal Haystack NIPS 2024
SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset NIPS 2024
HRVDA: High-Resolution Visual Document Assistant CVPR 2024
M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024
MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering EMNLP 2024
MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception ACL 2024
Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data ACL 2024
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models ACL 2024
MM-LLMs: Recent Advances in MultiModal Large Language Models ACL 2024
An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models ACL 2024
SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models ACL 2024
Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks ACL 2024
Model Composition for Multimodal Large Language Models ACL 2024
Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion ACL 2024
CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models ACL 2024
Probing Multimodal Large Language Models for Global and Local Semantic Representations COLING 2024
Multimodal Language Models Show Evidence of Embodied Simulation COLING 2024
Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception CVPR 2024
ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts CVPR 2024
SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models CVPR 2024
SEED-Bench: Benchmarking Multimodal Large Language Models CVPR 2024
VCoder: Versatile Vision Encoders for Multimodal Large Language Models CVPR 2024
CoDi-2: In-Context Interleaved and Interactive Any-to-Any Generation CVPR 2024
Holistic Autonomous Driving Understanding by Bird's-Eye-View Injected Multi-Modal Large Models CVPR 2024