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The Hong Kong University of Science and Technology
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LUNA achieves realistic 3D human animation from 2D inputs without the limitations of traditional skinning methods, enabling unprecedented flexibility and expressivity.
NormGuard effectively preserves reward alignment in RL fine-tuning while significantly enhancing perceptual quality, challenging the notion that post-training improvements come at the cost of visual fidelity.
EchoStyle achieves high-quality video stylization without the content leakage and style drift that plague existing methods, even outperforming many proprietary systems.
DomainShuttle achieves unprecedented flexibility in text-to-video generation, allowing seamless transitions between in-domain fidelity and cross-domain creativity.
