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Zesen Cheng

ClownRat

AI & ML interests

multi-modal foundation model; Segmentation, Detection, and Tracking;

Recent Activity

upvoted a paper about 20 hours ago

OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking

upvoted a paper about 20 hours ago

Towards Best Practices for Open Datasets for LLM Training

upvoted a paper about 20 hours ago

MMDocIR: Benchmarking Multi-Modal Retrieval for Long Documents

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ClownRat's activity

upvoted 5 papers about 20 hours ago

Tarsier2: Advancing Large Vision-Language Models from Detailed Video Description to Comprehensive Video Understanding

Paper • 2501.07888 • Published 16 days ago • 15

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published 16 days ago • 271

upvoted 3 papers 4 days ago

Valley2: Exploring Multimodal Models with Scalable Vision-Language Design

Paper • 2501.05901 • Published 20 days ago • 1

Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders

Paper • 2408.15998 • Published Aug 28, 2024 • 86

Language Model Can Listen While Speaking

Paper • 2408.02622 • Published Aug 5, 2024 • 39

upvoted a paper 5 days ago

Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos

Paper • 2501.13826 • Published 7 days ago • 21

upvoted 3 collections 6 days ago

VideoRefer

Collection

5 items • Updated 6 days ago • 1

VideoLLaMA

Collection

The first edition of VideoLLaMA • 6 items • Updated 26 days ago • 3

VideoLLaMA3

Collection

Frontier Multimodal Foundation Models for Video Understanding • 13 items • Updated 6 days ago • 8

upvoted 2 papers 7 days ago

VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation

Paper • 2411.13281 • Published Nov 20, 2024 • 18

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding

Paper • 2501.13106 • Published 8 days ago • 75

upvoted 3 papers 20 days ago

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 97

On the Compositional Generalization of Multimodal LLMs for Medical Imaging

Paper • 2412.20070 • Published Dec 28, 2024 • 45

Are Vision-Language Models Truly Understanding Multi-vision Sensor?

Paper • 2412.20750 • Published Dec 30, 2024 • 20

upvoted a paper 24 days ago

Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization

Paper • 2412.18525 • Published Dec 24, 2024 • 72

upvoted 2 papers 25 days ago

VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM

Paper • 2501.00599 • Published 30 days ago • 41

2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published 29 days ago • 99