3 papers
cs.LG2026
AsymTalker: Identity-Consistent Long-Term Talking Head Generation via Asymmetric Distillation
Yuxin Lu, Jiayang Sun, Guibo Zhu +1
Diffusion-based talking head generation has achieved remarkable visual quality, yet scaling it to long-term videos remains challenging. The widely adopted chunk-wise paradigm intro…
cs.CV2026
An Empirical Study of Validating Synthetic Data for Text-Based Person Retrieval
Min Cao, Yuxin Lu, Ziyin Zeng +3
Data plays a pivotal role in Text-Based Person Retrieval (TBPR) research. Mainstream research paradigm necessitates real-world person images with manual textual annotations for tra…
cs.CV2024
END: Robust Dual-Decoder Watermarking Framework Against Non-Differentiable Distortions
Nan Sun, Han Fang, Yuxing Lu +2
DNN-based watermarking methods have rapidly advanced, with the ``Encoder-Noise Layer-Decoder'' (END) framework being the most widely used. To ensure end-to-end training, the noise…