conftrace_

multi-modal large language model

103 papers

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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

ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for MLLM-based Process Judges ICCV 2025
Unified Generative and Discriminative Training for Multi-modal Large Language Models NIPS 2024
JRDB-Social: A Multifaceted Robotic Dataset for Understanding of Context and Dynamics of Human Interactions Within Social Groups CVPR 2024
Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas EMNLP 2024
Visual Hallucinations of Multi-modal Large Language Models ACL 2024
GroundingGPT: Language Enhanced Multi-modal Grounding Model ACL 2024
Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding NIPS 2024
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models CVPR 2024
FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension EMNLP 2024
Efficient Large Multi-modal Models via Visual Context Compression NIPS 2024
Understanding Information Storage and Transfer in Multi-Modal Large Language Models NIPS 2024
Beyond Embeddings: The Promise of Visual Table in Visual Reasoning EMNLP 2024
ModaVerse: Efficiently Transforming Modalities with LLMs CVPR 2024
Exploring Chain-of-Thought for Multi-modal Metaphor Detection ACL 2024
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration CVPR 2024
Prompt Highlighter: Interactive Control for Multi-Modal LLMs CVPR 2024
OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation CVPR 2024
MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception CVPR 2024
The Instinctive Bias: Spurious Images lead to Illusion in MLLMs EMNLP 2024
Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models EMNLP 2024
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent EMNLP 2024
MEEL: Multi-Modal Event Evolution Learning ACL 2024
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NIPS 2024
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation NIPS 2024
GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation EMNLP 2024