Liu Songhua

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authored 12 papers about 9 hours ago

OminiControl: Minimal and Universal Control for Diffusion Transformer

Paper • 2411.15098 • Published Nov 22, 2024 • 61

Ultra-Resolution Adaptation with Ease

Paper • 2503.16322 • Published Mar 20, 2025 • 13

POSTA: A Go-to Framework for Customized Artistic Poster Generation

Paper • 2503.14908 • Published Mar 19, 2025

Flash Sculptor: Modular 3D Worlds from Objects

Paper • 2504.06178 • Published Apr 8, 2025

OminiControl2: Efficient Conditioning for Diffusion Transformers

Paper • 2503.08280 • Published Mar 11, 2025

Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer

Paper • 2304.11818 • Published Apr 24, 2023

Image Editing As Programs with Diffusion Models

Paper • 2506.04158 • Published Jun 4, 2025 • 24

Top-Down Compression: Revisit Efficient Vision Token Projection for Visual Instruction Tuning

Paper • 2505.11945 • Published May 17, 2025 • 5

FreeSwim: Revisiting Sliding-Window Attention Mechanisms for Training-Free Ultra-High-Resolution Video Generation

Paper • 2511.14712 • Published Nov 18, 2025 • 2

EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing

Paper • 2512.11715 • Published Dec 12, 2025

SpotEdit: Selective Region Editing in Diffusion Transformers

Paper • 2512.22323 • Published Dec 26, 2025 • 39

ViFeEdit: A Video-Free Tuner of Your Video Diffusion Transformer

Paper • 2603.15478 • Published 1 day ago • 19

authored a paper 4 months ago

Vision Bridge Transformer at Scale

Paper • 2511.23199 • Published Nov 28, 2025 • 46

authored 2 papers about 1 year ago

CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up

Paper • 2412.16112 • Published Dec 20, 2024 • 23

Rethinking Large-scale Dataset Compression: Shifting Focus From Labels to Images

Paper • 2502.06434 • Published Feb 10, 2025 • 1

authored 5 papers over 1 year ago

LinFusion: 1 GPU, 1 Minute, 16K Image

Paper • 2409.02097 • Published Sep 3, 2024 • 34

Paint Transformer: Feed Forward Neural Painting with Stroke Prediction

Paper • 2108.03798 • Published Aug 9, 2021

SG-Former: Self-guided Transformer with Evolving Token Reallocation

Paper • 2308.12216 • Published Aug 23, 2023 • 2

MindBridge: A Cross-Subject Brain Decoding Framework

Paper • 2404.07850 • Published Apr 11, 2024 • 1

Heavy Labels Out! Dataset Distillation with Label Space Lightening

Paper • 2408.08201 • Published Aug 15, 2024 • 21