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Jun-hao Zhuang

2 accepted papers

2026

Enhanced Latent-Space Adversarial Training for Super-Resolution

ICML 2026poster

Real-world super-resolution (SR) is challenging due to complex degradations. HYPIR, a recent state-of-the-art diffusion-based restoration model, struggles to deal with this task in a single step. Although a naive two-step cascade improves the results, over-saturation, limited fine-grained details, a…

Cited by 0SourceScholar
2025

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

NeurIPS 2025poster

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, invisible generative watermarking remains largely underexplored in video generation. To address this gap, we propose Safe-S…

Cited by 0SourceScholar