3 papers
cs.CL2026
Bridging the Discrete-Continuous Gap: Unified Multimodal Generation via Coupled Manifold Discrete Absorbing Diffusion
Yuanfeng Xu, Yuhao Chen, Liang Lin +1
The bifurcation of generative modeling into autoregressive approaches for discrete data (text) and diffusion approaches for continuous data (images) hinders the development of trul…
cs.CL2025
ReaLM: Reflection-Enhanced Autonomous Reasoning with Small Language Models
Yuanfeng Xu, Zehui Dai, Jian Liang +4
Small Language Models (SLMs) are a cost-effective alternative to Large Language Models (LLMs), but often struggle with complex reasoning due to their limited capacity and a tendenc…
cs.CV2024
AnimateZoo: Zero-shot Video Generation of Cross-Species Animation via Subject Alignment
Yuanfeng Xu, Yuhao Chen, Zhongzhan Huang +4
Recent video editing advancements rely on accurate pose sequences to animate subjects. However, these efforts are not suitable for cross-species animation due to pose misalignment…