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Xinchen Yan
Xinchen Yan
Research Scientist
Email confirmado em google.com - Página inicial
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Generative adversarial text to image synthesis
S Reed, Z Akata, X Yan, L Logeswaran, B Schiele, H Lee
Proceedings of the 33rd International Conference on Machine Learning (ICML …, 2016
41292016
Learning Structured Output Representation using Deep Conditional Generative Models
K Sohn, X Yan, H Lee
Advances in Neural Information Processing Systems (2015), 2015
37642015
Attribute2Image: Conditional Image Generation from Visual Attributes
X Yan, J Yang, K Sohn, H Lee
The 14th European Conference on Computer Vision (2016), 2016
8862016
Block-NeRF: Scalable Large Scene Neural View Synthesis
M Tancik, V Casser, X Yan, S Pradhan, B Mildenhall, PP Srinivasan, ...
CVPR 2022, 2022
7262022
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision
X Yan, J Yang, E Yumer, Y Guo, H Lee
Advances in Neural Information Processing Systems (2016), 1696-1704, 2016
6642016
SemanticAdv: Generating adversarial examples via attribute-conditional image editing
H Qiu, C Xiao, L Yang, X Yan, H Lee, B Li
The 16th European Conference on Computer Vision (2020), 2020
1892020
A Unified Framework for Automatic Wound Segmentation and Analysis with Deep Convolutional Neural Networks
C Wang, X Yan, M Smith, K Kochhar, M Rubin, S M. Warren, J Wrobel, ...
37th Annual International Conference of the IEEE Engineering in Medicine and …, 2015
1892015
Deep Variational Canonical Correlation Analysis
W Wang, X Yan, H Lee, K Livescu
1822016
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics
X Yan, A Rastogi, R Villegas, K Sunkavalli, E Shechtman, S Hadap, ...
The 15th European Conference on Computer Vision (2018), 2018
1652018
NeRDi: Single-View NeRF Synthesis with Language-Guided Diffusion as General Image Priors
C Deng, C Jiang, CR Qi, X Yan, Y Zhou, L Guibas, D Anguelov
CVPR 2023, 2022
1532022
Learning 6-DOF Grasping Interaction via Deep Geometry-aware 3D Representation
X Yan, J Hsu, M Khansari, Y Bai, A Pathak, A Gupta, J Davidson, H Lee
International Conference on Robotics and Automation (2018), 2018
1422018
GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving
Y Chen, F Rong, S Duggal, S Wang, X Yan, S Manivasagam, S Xue, ...
CVPR 2021, 2021
1042021
Learning Hierarchical Semantic Image Manipulation through Structured Representations
S Hong, X Yan, T Huang, H Lee
Advances in Neural Information Processing Systems (2018), 2018
952018
Exploring Adversarial Robustness of Multi-Sensor Perception Systems in Self Driving
J Tu, H Li, X Yan, M Ren, Y Chen, M Liang, E Bitar, E Yumer, R Urtasun
CoRL 2021, 2021
872021
S3: Neural Shape, Skeleton, and Skinning Fields for 3D Human Modeling
Z Yang, S Wang, S Manivasagam, Z Huang, WC Ma, X Yan, E Yumer, ...
CVPR 2021, 2021
812021
Motion Inspired Unsupervised Perception and Prediction in Autonomous Driving
M Najibi, J Ji, Y Zhou, CR Qi, X Yan, S Ettinger, D Anguelov
ECCV 2022, 2022
562022
Waymo open dataset: Panoramic video panoptic segmentation
J Mei, AZ Zhu, X Yan, H Yan, S Qiao, Y Zhu, LC Chen, H Kretzschmar, ...
ECCV 2022, 2022
542022
PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions
K Mo, H Wang, X Yan, L Guibas
The 16th European Conference on Computer Vision (2020), 2020
462020
Data-efficient learning for sim-to-real robotic grasping using deep point cloud prediction networks
X Yan, M Khansari, J Hsu, Y Gong, Y Bai, S Pirk, H Lee
arXiv preprint arXiv:1906.08989, 2019
362019
ShapeAdv: Generating Shape-Aware Adversarial 3D Point Clouds
K Lee, Z Chen, X Yan, R Urtasun, E Yumer
312020
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