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Luxin Zhang

5 accepted papers

2025

MoCha: Towards Movie-Grade Talking Character Generation

NeurIPS 2025spotlight

Recent advancements in video generation have achieved impressive motion realism, yet they often overlook character-driven storytelling, a crucial task for automated film, animation generation. We introduce Talking Characters, a more realistic task to generate talking character animations directly f…

Cited by 0SourceScholar
2024

AVID: Any-Length Video Inpainting with Diffusion Model

CVPR 2024poster

Recent advances in diffusion models have successfully enabled text-guided image inpainting. While it seems straightforward to extend such editing capability into the video domain there have been fewer works regarding text-guided video inpainting. Given a video a masked region at its initial frame an…

2022

Interpretable Domain Adaptation for Hidden Subdomain Alignment in the Context of Pre-trained Source Models

AAAI 2022technical

Domain adaptation aims to leverage source domain knowledge to predict target domain labels. Most domain adaptation methods tackle a single-source, single-target scenario, whereas source and target domain data can often be subdivided into data from different distributions in real-life applications (e…

2020

Cloth Region Segmentation for Robust Grasp Selection

IROS 2020poster

Cloth detection and manipulation is a common task in domestic and industrial settings, yet such tasks remain a challenge for robots due to cloth deformability. Furthermore, in many cloth-related tasks like laundry folding and bed making, it is crucial to manipulate specific regions like edges and co…

Cited by 58SourcecodeScholar
2018

AGIL: Learning Attention from Human for Visuomotor Tasks

ECCV 2018poster

When intelligent agents learn visuomotor behaviors from human demonstrations, they may benefit from knowing where the human is allocating visual attention, which can be inferred from their gaze. A wealth of information regarding intelligent decision making is conveyed by human gaze allocation; hence…