Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling

Jiajun Wu, Chengkai Zhang, Tianfan Xue, +2

arXiv (Cornell University)

EngineeringMachine LearningObject ShapesGenerative-adversarial ModelingObject Generation +15

Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling

Xingyuan Sun, Jiajun Wu, Xiuming Zhang, +5

EngineeringMachine LearningShape AnalysisComputer-aided DesignSingle-image 3D +21

Visual dynamics: probabilistic future frame synthesis via cross convolutional networks

Tianfan Xue, Jiajun Wu, Katherine L. Bouman, +1

CaltechAUTHORS (California Institute of Technology)

MarrNet: 3D Shape Reconstruction via 2.5D Sketches

Jiajun Wu, Yifan Wang, Tianfan Xue, +3

arXiv (Cornell University)

EngineeringMachine LearningGeometryShape Reconstruction3D Modeling +20

A computational approach for obstruction-free photography

Tianfan Xue, Michael Rubinstein, Ce Liu, +1

ACM Transactions on Graphics

EngineeringComputational IlluminationImage AnalysisVisual ObstructionsReflection Removal +15

Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks

Tianfan Xue, Jiajun Wu, Katherine L. Bouman, +1

arXiv (Cornell University)

Machine VisionMachine LearningImage AnalysisEngineeringFuture Frames +13

Joint Example-Based Depth Map Super-Resolution

Yanjie Li, Tianfan Xue, Lifeng Sun, +1

Machine VisionImage AnalysisEngineering3D VisionComputer Stereo Vision +8

MarrNet: 3D Shape Reconstruction via 2.5D Sketches

Jiajun Wu, Yifan Wang, Tianfan Xue, +3

DSpace@MIT (Massachusetts Institute of Technology)

Unprocessing Images for Learned Raw Denoising

Tim Brooks, Ben Mildenhall, Tianfan Xue, +3

Convolutional Neural NetworkEngineeringMachine LearningImage AnalysisData Science +15

Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling

Xingyuan Sun, Jiajun Wu, Xiuming Zhang, +5

arXiv (Cornell University)

EngineeringMachine LearningShape AnalysisComputer-aided DesignSingle-image 3D +21