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20232026
most citedA Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting

2 citations · 4 across the 16 of their papers we have counts for

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Showing 2025Show all

5 papers · 1 filter

cs.CV2025

LongVie 2: Multimodal Controllable Ultra-Long Video World Model

Jianxiong Gao, Zhaoxi Chen, Xian Liu +7

Building video world models upon pretrained video generation systems represents an important yet challenging step toward general spatiotemporal intelligence. A world model should p…

cs.CV2025★ 1 cited

FlashVSR: Towards Real-Time Diffusion-Based Streaming Video Super-Resolution

Junhao Zhuang, Shi Guo, Xin Cai +4

Diffusion models have recently advanced video restoration, but applying them to real-world video super-resolution (VSR) remains challenging due to high latency, prohibitive computa…

cs.CV2025

FlexiAct: Towards Flexible Action Control in Heterogeneous Scenarios

Shiyi Zhang, Junhao Zhuang, Zhaoyang Zhang +2

Action customization involves generating videos where the subject performs actions dictated by input control signals. Current methods use pose-guided or global motion customization…

cs.CV2025

Cobra: Efficient Line Art COlorization with BRoAder References

Junhao Zhuang, Lingen Li, Xuan Ju +3

The comic production industry requires reference-based line art colorization with high accuracy, efficiency, contextual consistency, and flexible control. A comic page often involv…

cs.CV2025

Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking

Zihan Su, Xuerui Qiu, Hongbin Xu +6

The explosive growth of generative video models has amplified the demand for reliable copyright preservation of AI-generated content. Despite its popularity in image synthesis, inv…