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Chenxu Zhang

8 accepted papers

2025

CADDreamer: CAD Object Generation from Single-view Images

CVPR 2025highlight

The field of diffusion-based 3D generation has experienced tremendous progress in recent times. However, existing 3D generative models often produce overly dense and unstructured meshes, which are in stark contrast to the compact, structured and clear-edged CAD models created by human modelers. We i…

Cited by 0SourcePDFScholar
2025

X-Dancer: Expressive Music to Human Dance Video Generation

ICCV 2025poster

We present X-Dancer, a novel zero-shot music-driven image animation pipeline that creates diverse and long-range lifelike human dance videos from a single static image. As its core, we introduce a unified transformer-diffusion framework, featuring an autoregressive transformer model that synthesize…

Cited by 0SourcePDFScholar
2025

X-Dyna: Expressive Dynamic Human Image Animation

CVPR 2025highlight

We introduce X-Dyna, a novel zero-shot, diffusion-based pipeline for animating a single human image using facial expressions and body movements derived from a driving video, that generates realistic, context-aware dynamics for both the subject and the surrounding environment. Building on prior appro…

2025

X-NeMo: Expressive Neural Motion Reenactment via Disentangled Latent Attention

ICLR 2025poster

We propose X-NeMo, a novel zero-shot diffusion-based portrait animation pipeline that animates a static portrait using facial movements from a driving video of a different individual. Our work first identifies the root causes of the limitations in prior approaches, such as identity leakage and diffi…

Cited by 0SourcePDFScholar
2024

Event-Triggered Learning-Based Control of Quadrotors for Accurate Agile Trajectory Tracking

RA-L 2024

Accurate tracking control of agile quadrotors is challenging because of complicated aerodynamic effects. In this letter, we develop a tunable event-triggered learning-based control framework for quadrotors to achieve agile trajectory tracking in the presence of aerodynamic effects. A novel Gaussian

Cited by 5SourceScholar
2024

MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model

CVPR 2024poster

This paper studies the human image animation task which aims to generate a video of a certain reference identity following a particular motion sequence. Existing animation works typically employ the frame-warping technique to animate the reference image towards the target motion. Despite achieving r…

2024

Urban Waterlogging Detection: A Challenging Benchmark and Large-Small Model Co-Adapter

ECCV 2024poster

"Urban waterlogging poses a major risk to public safety and infrastructure. Conventional methods using water-level sensors need high-maintenance to hardly achieve full coverage. Recent advances employ surveillance camera imagery and deep learning for detection, yet these struggle amidst scarce data…

2021

FACIAL: Synthesizing Dynamic Talking Face With Implicit Attribute Learning

ICCV 2021poster

In this paper, we propose a talking face generation method that takes an audio signal as input and a short target video clip as reference, and synthesizes a photo-realistic video of the target face with natural lip motions, head poses, and eye blinks that are in-sync with the input audio signal. We…

Cited by 161PDFcodeScholar