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authored 10 papers 5 months ago

Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs

Paper • 2310.00582 • Published Oct 1, 2023 • 1

M2-Encoder: Advancing Bilingual Image-Text Understanding by Large-scale Efficient Pretraining

Paper • 2401.15896 • Published Jan 29, 2024

Hummer: Towards Limited Competitive Preference Dataset

Paper • 2405.11647 • Published May 19, 2024

LoTLIP: Improving Language-Image Pre-training for Long Text Understanding

Paper • 2410.05249 • Published Oct 7, 2024

SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories

Paper • 2503.08625 • Published Mar 11, 2025 • 27

M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance

Paper • 2502.18778 • Published Feb 26, 2025 • 1

Ming-Lite-Uni: Advancements in Unified Architecture for Natural Multimodal Interaction

Paper • 2505.02471 • Published May 5, 2025 • 15

Ming-Omni: A Unified Multimodal Model for Perception and Generation

Paper • 2506.09344 • Published Jun 11, 2025 • 31

M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning

Paper • 2507.08306 • Published Jul 11, 2025 • 1

Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer

Paper • 2510.06590 • Published Oct 8, 2025 • 77