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

A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era NIPS 2024
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better NIPS 2024
ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model NIPS 2024
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight NIPS 2024
LLMs Can Evolve Continually on Modality for $\mathbb{X}$-Modal Reasoning NIPS 2024
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning NIPS 2024
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens NIPS 2024
MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs NIPS 2024
ReXTime: A Benchmark Suite for Reasoning-Across-Time in Videos NIPS 2024
Visual Perception by Large Language Model’s Weights NIPS 2024
One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos NIPS 2024
Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM EMNLP 2024
Language Is Not All You Need: Aligning Perception with Language Models NIPS 2023
T2I-CompBench: A Comprehensive Benchmark for Open-world Compositional Text-to-image Generation NIPS 2023
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model EMNLP 2023
SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities EMNLP 2023