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Property-Guided Generative Modelling for Robust Model-Based Design with Imbalanced Data


May 23, 2023
Saba Ghaffari, Ehsan Saleh, Alexander G. Schwing, Yu-Xiong Wang, Martin D. Burke, Saurabh Sinha

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CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations


Oct 18, 2022
Kai Yan, Alexander G. Schwing, Yu-Xiong Wang

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* 27 pages; published as NeurIPS 2022 poster paper 

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Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks


Oct 14, 2022
Renan A. Rojas-Gomez, Teck-Yian Lim, Alexander G. Schwing, Minh N. Do, Raymond A. Yeh

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* Accepted at the Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022) 

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Controllable Radiance Fields for Dynamic Face Synthesis


Oct 11, 2022
Peiye Zhuang, Liqian Ma, Oluwasanmi Koyejo, Alexander G. Schwing

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* Accepted to 3DV 2022. 13 pages, 15 figures 

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Learning to Decompose Visual Features with Latent Textual Prompts


Oct 09, 2022
Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander G. Schwing, Heng Ji

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Occupancy Planes for Single-view RGB-D Human Reconstruction


Aug 04, 2022
Xiaoming Zhao, Yuan-Ting Hu, Zhongzheng Ren, Alexander G. Schwing

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Initialization and Alignment for Adversarial Texture Optimization


Jul 28, 2022
Xiaoming Zhao, Zhizhen Zhao, Alexander G. Schwing

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* ECCV 2022; Project Page: https://xiaoming-zhao.github.io/projects/advtex_init_align/ 

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Generative Multiplane Images: Making a 2D GAN 3D-Aware


Jul 21, 2022
Xiaoming Zhao, Fangchang Ma, David Güera, Zhile Ren, Alexander G. Schwing, Alex Colburn

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* ECCV2022; Project Page: https://xiaoming-zhao.github.io/projects/gmpi/ 

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XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model


Jul 18, 2022
Ho Kei Cheng, Alexander G. Schwing

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* Accepted to ECCV 2022. Project page: https://hkchengrex.github.io/XMem 

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Neural Volumetric Object Selection


May 30, 2022
Zhongzheng Ren, Aseem Agarwala, Bryan Russell, Alexander G. Schwing, Oliver Wang

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* CVPR 2022 camera ready 

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