← Search

Caoyuan Ma

4 accepted papers

2025

Subjective Camera 1.0: Bridging Human Cognition and Visual Reconstruction through Sequence-Aware Sketch-Guided Diffusion

ICCV 2025poster

We introduce the concept of a subjective camera to reconstruct meaningful moments that physical cameras fail to capture. We propose Subjective Camera 1.0, a framework for reconstructing real-world scenes from readily accessible subjective readouts, i.e., textual descriptions and progressively drawn…

2025

You Think, You ACT: The New Task of Arbitrary Text to Motion Generation

ICCV 2025poster

Text to Motion aims to generate human motions from texts. Existing settings rely on limited Action Texts that include action labels (e.g., "walk, bend"), which limits flexibility and practicability in scenarios difficult to describe directly. This paper extends limited Action Texts to arbitrary ones…

2024

Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model

NeurIPS 2024poster

Spatio-temporal (ST) prediction has garnered a De facto attention in earth sciences, such as meteorological prediction, human mobility perception. However, the scarcity of data coupled with the high expenses involved in sensor deployment results in notable data imbalances. Furthermore, models that a…

Cited by 2SourcePDFScholar
2024

HumanNeRF-SE: A Simple yet Effective Approach to Animate HumanNeRF with Diverse Poses

CVPR 2024poster

We present HumanNeRF-SE a simple yet effective method that synthesizes diverse novel pose images with simple input. Previous HumanNeRF works require a large number of optimizable parameters to fit the human images. Instead we reload these approaches by combining explicit and implicit human represent…

Cited by 4SourcePDFScholar