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Zexuan Deng

2 accepted papers

2025

Advanced Sign Language Video Generation with Compressed and Quantized Multi-Condition Tokenization

NeurIPS 2025spotlight

Sign Language Video Generation (SLVG) seeks to generate identity-preserving sign language videos from spoken language texts. Existing methods primarily rely on the single coarse condition (e.g., skeleton sequences) as the intermediary to bridge the translation model and the video generation model, w…

Cited by 0SourcecodeScholar
2024

AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models

NeurIPS 2024poster

Recent advancements in Automatic Prompt Optimization (APO) for text-to-image generation have streamlined user input while ensuring high-quality image output. However, most APO methods are trained assuming a fixed text-to-image model, which is impractical given the emergence of new models. To address…

Cited by 0SourcePDFScholar