activity
20242026
most citedSketch2NeRF: Multi-view Sketch-guided Text-to-3D Generation

2 citations · 4 across the 14 of their papers we have counts for

collaborators

14 papers

cs.CV2026

FA-LAM: Focus-Aware Large Avatar Model for One-Shot 4D Animatable Gaussian Head

Yingdong Hu, Yisheng He, Yiming Jiang +3

We propose FA-LAM, a Focus-Aware Large Avatar Model for one-shot animatable Gaussian head creation, while simultaneously enabling static 3D and dynamic 4D full-head recovery. The c…

cs.CV2026

Large Depth Completion Model from Sparse Observations

Zhu Yu, Zhengyi Zhao, Runmin Zhang +7

This work presents the Large Depth Completion Model (LDCM), a simple, effective, and robust framework for single-view metric depth estimation with sparse observations. Without rely…

cs.CV2026

MeshLAM: Feed-Forward One-Shot Animatable Textured Mesh Avatar Reconstruction

Yisheng He, Steven Hoi

We introduce MeshLAM, a feed-forward framework for one-shot animatable mesh head reconstruction that generates high-fidelity, animatable 3D head avatars from a single image. Unlike…

cs.CV2025

ViSA: 3D-Aware Video Shading for Real-Time Upper-Body Avatar Creation

Fan Yang, Heyuan Li, Peihao Li +9

Generating high-fidelity upper-body 3D avatars from one-shot input image remains a significant challenge. Current 3D avatar generation methods, which rely on large reconstruction m…

cs.CV2025

PanoLAM: Large Avatar Model for Gaussian Full-Head Synthesis from One-shot Unposed Image

Peng Li, Yisheng He, Yingdong Hu +8

We present a feed-forward framework for static Gaussian full-head reconstruction and novel-view rendering from a single unposed image. Unlike previous work that relies on time-cons…

cs.CV2025

Forge4D: Feed-Forward 4D Human Reconstruction and Interpolation from Uncalibrated Sparse-view Videos

Yingdong Hu, Yisheng He, Jinnan Chen +7

Instant reconstruction of dynamic 3D humans from uncalibrated sparse-view videos is critical for numerous downstream applications. Existing methods, however, are either limited by…

cs.CV2025

CoProSketch: Controllable and Progressive Sketch Generation with Diffusion Model

Ruohao Zhan, Yijin Li, Yisheng He +6

Sketches serve as fundamental blueprints in artistic creation because sketch editing is easier and more intuitive than pixel-level RGB image editing for painting artists, yet sketc…

cs.CV2025

LAM: Large Avatar Model for One-shot Animatable Gaussian Head

Yisheng He, Xiaodong Gu, Xiaodan Ye +6

We present LAM, an innovative Large Avatar Model for animatable Gaussian head reconstruction from a single image. Unlike previous methods that require extensive training on capture…

cs.CV2024

LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning

Zhe Li, Weihao Yuan, Yisheng He +7

Language plays a vital role in the realm of human motion. Existing methods have largely depended on CLIP text embeddings for motion generation, yet they fall short in effectively a…

cs.CV2024★ 1 cited

MoGenTS: Motion Generation based on Spatial-Temporal Joint Modeling

Weihao Yuan, Weichao Shen, Yisheng He +5

Motion generation from discrete quantization offers many advantages over continuous regression, but at the cost of inevitable approximation errors. Previous methods usually quantiz…

cs.CV2024

GIC: Gaussian-Informed Continuum for Physical Property Identification and Simulation

Junhao Cai, Yuji Yang, Weihao Yuan +5

This paper studies the problem of estimating physical properties (system identification) through visual observations. To facilitate geometry-aware guidance in physical property est…

cs.CV2024

Freditor: High-Fidelity and Transferable NeRF Editing by Frequency Decomposition

Yisheng He, Weihao Yuan, Siyu Zhu +3

This paper enables high-fidelity, transferable NeRF editing by frequency decomposition. Recent NeRF editing pipelines lift 2D stylization results to 3D scenes while suffering from…

cs.CV2024★ 1 cited

OV9D: Open-Vocabulary Category-Level 9D Object Pose and Size Estimation

Junhao Cai, Yisheng He, Weihao Yuan +4

This paper studies a new open-set problem, the open-vocabulary category-level object pose and size estimation. Given human text descriptions of arbitrary novel object categories, t…

cs.CV2024★ 2 cited

Sketch2NeRF: Multi-view Sketch-guided Text-to-3D Generation

Minglin Chen, Weihao Yuan, Yukun Wang +5

Recently, text-to-3D approaches have achieved high-fidelity 3D content generation using text description. However, the generated objects are stochastic and lack fine-grained contro…