Xiangtai Li

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upvoted 3 papers 22 days ago

PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild

Paper • 2504.11326 • Published 23 days ago • 6

The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single Transformer

Paper • 2504.10462 • Published 24 days ago • 15

Pixel-SAIL: Single Transformer For Pixel-Grounded Understanding

Paper • 2504.10465 • Published 24 days ago • 28

upvoted a paper 29 days ago

An Empirical Study of GPT-4o Image Generation Capabilities

Paper • 2504.05979 • Published 30 days ago • 62

upvoted a paper about 1 month ago

OMG-Seg: Is One Model Good Enough For All Segmentation?

Paper • 2401.10229 • Published Jan 18, 2024 • 1

upvoted an article 2 months ago

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Article

Finally, a Replacement for BERT: Introducing ModernBERT

Dec 19, 2024

• 623

upvoted a paper 4 months ago

Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos

Paper • 2501.04001 • Published Jan 7 • 46

upvoted 4 papers 5 months ago

Multimodal Latent Language Modeling with Next-Token Diffusion

Paper • 2412.08635 • Published Dec 11, 2024 • 45

EMOv2: Pushing 5M Vision Model Frontier

Paper • 2412.06674 • Published Dec 9, 2024 • 13

DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 49

HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Paper • 2412.04280 • Published Dec 5, 2024 • 14

upvoted 3 papers 7 months ago

Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Paper • 2410.13848 • Published Oct 17, 2024 • 35

Movie Gen: A Cast of Media Foundation Models

Paper • 2410.13720 • Published Oct 17, 2024 • 99

Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis

Paper • 2410.08261 • Published Oct 10, 2024 • 52

upvoted 4 papers 10 months ago

Video Diffusion Alignment via Reward Gradients

Paper • 2407.08737 • Published Jul 11, 2024 • 51

Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language

Paper • 2406.20085 • Published Jun 28, 2024 • 13

Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model

Paper • 2406.19369 • Published Jun 27, 2024 • 2

OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding

Paper • 2406.19389 • Published Jun 27, 2024 • 55

upvoted 2 papers 11 months ago

MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning

Paper • 2406.17770 • Published Jun 25, 2024 • 19

MotionBooth: Motion-Aware Customized Text-to-Video Generation

Paper • 2406.17758 • Published Jun 25, 2024 • 19