activity
20212026
most citedVideo Background Music Generation with Controllable Music Transformer

86 citations · 93 across the 6 of their papers we have counts for

collaborators

7 papers

cs.RO2026

Has GPT-6-Astra Achieved Embodied Intelligence?

SenseNova, Joint Research Team, : +60

GPT-6-Astra demonstrates a level of competence in robotic manipulation and navigation that challenges the conventional paradigm of building specialized models for individual tasks…

cs.CV2024

Neural LightRig: Unlocking Accurate Object Normal and Material Estimation with Multi-Light Diffusion

Zexin He, Tengfei Wang, Xin Huang +2

Recovering the geometry and materials of objects from a single image is challenging due to its under-constrained nature. In this paper, we present Neural LightRig, a novel framewor…

cs.CV2024

Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Zhenwei Wang, Tengfei Wang, Zexin He +3

In 3D modeling, designers often use an existing 3D model as a reference to create new ones. This practice has inspired the development of Phidias, a novel generative model that use…

cs.CV2023★ 4 cited

Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need

Jingyao Li, Pengguang Chen, Shaozuo Yu +3

The core of out-of-distribution (OOD) detection is to learn the in-distribution (ID) representation, which is distinguishable from OOD samples. Previous work applied recognition-ba…

cs.CV2022

Ref-NPR: Reference-Based Non-Photorealistic Radiance Fields for Controllable Scene Stylization

Yuechen Zhang, Zexin He, Jinbo Xing +2

Current 3D scene stylization methods transfer textures and colors as styles using arbitrary style references, lacking meaningful semantic correspondences. We introduce Reference-Ba…

cs.CV2022★ 3 cited

Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy

Yuanhan Zhang, Qinghong Sun, Yichun Zhou +7

Large-scale datasets play a vital role in computer vision. But current datasets are annotated blindly without differentiation to samples, making the data collection inefficient and…

cs.MM2021★ 86 cited

Video Background Music Generation with Controllable Music Transformer

Shangzhe Di, Zeren Jiang, Si Liu +5

In this work, we address the task of video background music generation. Some previous works achieve effective music generation but are unable to generate melodious music tailored t…