4 papers · 1 filter
Beyond Uniform Subspaces: Spectrum-Aware and Depth-Adaptive Fusion for Multi-Task Model Merging
Ruxi Gu, Zilei Wang, Wei Wang
Model merging aims to consolidate multiple task-specific models without access to extra training process. However, existing subspace-based methods largely rely on a uniform treatme…
Exploring Motion-Language Alignment for Text-driven Motion Generation
Ruxi Gu, Zilei Wang, Wei Wang
Text-driven human motion generation aims to synthesize realistic motion sequences that follow textual descriptions. Despite recent advances, accurately aligning motion dynamics wit…
Inferix: A Block-Diffusion based Next-Generation Inference Engine for World Simulation
Inferix Team, Tianyu Feng, Yizeng Han +13
World models serve as core simulators for fields such as agentic AI, embodied AI, and gaming, capable of generating long, physically realistic, and interactive high-quality videos.…
LawDNet: Enhanced Audio-Driven Lip Synthesis via Local Affine Warping Deformation
Deng Junli, Luo Yihao, Yang Xueting +4
In the domain of photorealistic avatar generation, the fidelity of audio-driven lip motion synthesis is essential for realistic virtual interactions. Existing methods face two key…