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Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning
Nvidia
In Preprint
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Cosmos World Foundation Model Platform for Physical AI
Nvidia
In Preprint
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LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models
Zhengyi Wang, Jonathan Lorraine, Yikai Wang, Hang Su, Jun Zhu, Sanja Fidler, Xiaohui Zeng
In Preprint
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LATTE3D: Large-scale Amortized Text-To-Enhanced3D Synthesis
Kevin Xie, Jonathan Lorraine, Tianshi Cao, Jun Gao, James Lucas, Antonio Torralba, Sanja Fidler, Xiaohui Zeng
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XCube (X3): Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies
Xuanchi Ren, Jiahui Huang, Xiaohui Zeng , Ken Museth, Sanja Fidler, Francis Williams
Conference on Computer Vision and Pattern Recognition (CVPR), 2024
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ATT3D: Amortized Text-to-3D Object Synthesis
Jonathan Lorraine, Kevin Xie, Xiaohui Zeng , Chen-Hsuan Lin, Towaki Takikawa, Nicholas Sharp, Tsung-Yi Lin, Ming-Yu Liu, Sanja Fidler, James Lucas
In IEEE International Conference on Computer Vision (ICCV), 2023
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Magic3D: High-Resolution Text-to-3D Content Creation
Chen-Hsuan Lin*, Jun Gao*, Luming Tang*, Towaki Takikawa*, Xiaohui Zeng* , Xun Huang, Karsten Kreis, Sanja Fidler, Ming-Yu Liu, Tsung-Yi Lin (* equal contribution)
Conference on Computer Vision and Pattern Recognition (CVPR), 2022 Highlight
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LION: Latent Point Diffusion Models for 3D Shape Generation
Xiaohui Zeng , Arash Vahdat, Francis Williams, Zan Gojcic, Or Litany, Sanja Fidler, Karsten Kreis
Advances in Neural Information Processing Systems (NeurIPS), 2022
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HILA: Improving Semantic Segmentation in Transformers using Hierarchical Inter-Level Attention
Gary Leung, Jun Gao, Xiaohui Zeng, and Sanja Fidler
Arxiv, 2022
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NP-DRAW: A Non-parametric Structured Latent Variable Model for Image Generation
Xiaohui Zeng, Raquel Urtasun, Richard S. Zemel, Sanja Fidler, Renjie Liao
The Conference on Uncertainty in Artificial Intelligence (UAI), 2021
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ScribbleBox: Interactive Annotation Framework for Video Object Segmentation
Bowen Chen, Huan Ling, Xiaohui Zeng, Jun Gao, Ziyue Xu, Sanja Fidler
In European Conference on Computer Vision (ECCV), 2020
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DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation
Xiaohui Zeng*, Renjie Liao*, Li Gu, Yuwen Xiong, Sanja Fidler, Raquel Urtasun
In IEEE International Conference on Computer Vision (ICCV), 2019.
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Adversarial Attacks Beyond the Image Space
Xiaohui Zeng, Chenxi Liu, Yu-Siang Wang, Weichao Qiu, Lingxi Xie, Yu-Wing Tai, Chi Keung Tang, Alan Yuille
In Conference on Computer Vision and Pattern Recognition (CVPR), 2019 Oral
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Scene Graph Parsing as Dependency Parsing
Yu-Siang Wang, Chenxi Liu, Xiaohui Zeng, Alan Yuille
In North American Chapter of the Association for Computational Linguistics (NAACL), 2018 Oral