Ren Ng

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All published works

Action	Title	Year	Authors
+ PDF Chat	A Computational Framework for Modeling Emergence of Color Vision in the Human Brain	2024	Atsunobu Kotani Ren Ng
+ PDF Chat	Gravitationally Lensed Black Hole Emission Tomography	2022	Aviad Levis Pratul P. Srinivasan Andrew Chael Ren Ng Katherine L. Bouman
+	Gravitationally Lensed Black Hole Emission Tomography	2022	Aviad Levis Pratul P. Srinivasan Andrew Chael Ren Ng Katherine L. Bouman
+ PDF Chat	PlenOctrees for Real-time Rendering of Neural Radiance Fields	2021	Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa
+ PDF Chat	Learned Initializations for Optimizing Coordinate-Based Neural Representations	2021	Matthew Tancik Ben Mildenhall Terrance Wang D. N. Schmidt Pratul P. Srinivasan Jonathan T. Barron Ren Ng
+ PDF Chat	PlenOctrees for Real-time Rendering of Neural Radiance Fields	2021	Alexander Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa
+	PlenOctrees for Real-time Rendering of Neural Radiance Fields	2021	Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa
+ PDF Chat	Miniscope3D: optimized single-shot miniature 3D fluorescence microscopy	2020	Kyrollos Yanny Nick Antipa William A. Liberti Sam Dehaeck Kristina Monakhova Fanglin Linda Liu Konlin Shen Ren Ng Laura Waller
+ PDF Chat	Portrait shadow manipulation	2020	Xuaner Zhang Jonathan T. Barron Yun‐Ta Tsai Rohit Pandey Xiuming Zhang Ren Ng David E. Jacobs
+ PDF Chat	StegaStamp: Invisible Hyperlinks in Physical Photographs	2020	Matthew Tancik Ben Mildenhall Ren Ng
+	NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis	2020	Ben Mildenhall Pratul P. Srinivasan Matthew Tancik Jonathan T. Barron Ravi Ramamoorthi Ren Ng
+	Portrait Shadow Manipulation	2020	Xuaner Cecilia Zhang Jonathan T. Barron Yun‐Ta Tsai Rohit Pandey Xiuming Zhang Ren Ng David E. Jacobs
+	Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains	2020	Matthew Tancik Pratul P. Srinivasan Ben Mildenhall Sara Fridovich-Keil Nithin Raghavan Utkarsh Singhal Ravi Ramamoorthi Jonathan T. Barron Ren Ng
+	Learned Initializations for Optimizing Coordinate-Based Neural Representations	2020	Matthew Tancik Ben Mildenhall Terrance Wang D. N. Schmidt Pratul P. Srinivasan Jonathan T. Barron Ren Ng
+ PDF Chat	NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis	2020	Ben Mildenhall Pratul P. Srinivasan Matthew Tancik Jonathan T. Barron Ravi Ramamoorthi Ren Ng
+ PDF Chat	Synthetic defocus and look-ahead autofocus for casual videography	2019	Xuaner Zhang Kevin Matzen Vivien Nguyen Dillon Yao You Zhang Ren Ng
+ PDF Chat	Pushing the Boundaries of View Extrapolation With Multiplane Images	2019	Pratul P. Srinivasan Richard Tucker Jonathan T. Barron Ravi Ramamoorthi Ren Ng Noah Snavely
+	Video from Stills: Lensless Imaging with Rolling Shutter	2019	Nick Antipa Patrick Oare Emrah Bostan Ren Ng Laura Waller
+	Zoom To Learn, Learn To Zoom	2019	Xuaner Cecilia Zhang Qifeng Chen Ren Ng Vladlen Koltun
+ PDF Chat	Video from Stills: Lensless Imaging with Rolling Shutter	2019	Nick Antipa Patrick Oare Emrah Bostan Ren Ng Laura Waller
+	StegaStamp: Invisible Hyperlinks in Physical Photographs	2019	Matthew Tancik Ben Mildenhall Ren Ng
+	Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines	2019	Ben Mildenhall Pratul P. Srinivasan Rodrigo Ortiz-Cayon Nima Khademi Kalantari Ravi Ramamoorthi Ren Ng Abhishek Kar
+	Synthetic Defocus and Look-Ahead Autofocus for Casual Videography	2019	Xuaner Zhang Kevin Matzen Vivien Nguyen Dillon Yao You Zhang Ren Ng
+	Video from Stills: Lensless Imaging with Rolling Shutter	2019	Nick Antipa Patrick Oare Emrah Bostan Ren Ng Laura Waller
+	Pushing the Boundaries of View Extrapolation with Multiplane Images	2019	Pratul P. Srinivasan Richard P. Tucker Jonathan T. Barron Ravi Ramamoorthi Ren Ng Noah Snavely
+	Zoom To Learn, Learn To Zoom	2019	Xuaner Cecilia Zhang Qifeng Chen Ren Ng Vladlen Koltun
+ PDF Chat	Single Image Reflection Separation with Perceptual Losses	2018	Xuaner Zhang Ren Ng Qifeng Chen
+ PDF Chat	Burst Denoising with Kernel Prediction Networks	2018	Ben Mildenhall Jonathan T. Barron Jiawen Chen Dillon Sharlet Ren Ng Robert E. Carroll
+ PDF Chat	Aperture Supervision for Monocular Depth Estimation	2018	Pratul P. Srinivasan Rahul Garg Neal Wadhwa Ren Ng Jonathan T. Barron
+	Single Image Reflection Separation with Perceptual Losses	2018	Xuaner Zhang Ren Ng Qifeng Chen
+	DiffuserCam: lensless single-exposure 3D imaging	2017	Nick Antipa Grace Kuo Reinhard Heckel Ben Mildenhall Emrah Bostan Ren Ng Laura Waller
+	Aperture Supervision for Monocular Depth Estimation	2017	Pratul P. Srinivasan Rahul Garg Neal Wadhwa Ren Ng Jonathan T. Barron
+	DiffuserCam: Lensless Single-exposure 3D Imaging	2017	Nick Antipa Grace Kuo Reinhard Heckel Ben Mildenhall Emrah Bostan Ren Ng Laura Waller
+ PDF Chat	Learning to Synthesize a 4D RGBD Light Field from a Single Image	2017	Pratul P. Srinivasan Tongzhou Wang Ashwin Sreelal Ravi Ramamoorthi Ren Ng
+ PDF Chat	Light Field Blind Motion Deblurring	2017	Pratul P. Srinivasan Ren Ng Ravi Ramamoorthi
+	Light Field Blind Motion Deblurring	2017	Pratul P. Srinivasan Ren Ng Ravi Ramamoorthi
+	Learning to Synthesize a 4D RGBD Light Field from a Single Image	2017	Pratul P. Srinivasan Tongzhou Wang Ashwin Sreelal Ravi Ramamoorthi Ren Ng
+	Burst Denoising with Kernel Prediction Networks	2017	Ben Mildenhall Jonathan T. Barron Jiawen Chen Dillon Sharlet Ren Ng Robert E. Carroll
+	Aperture Supervision for Monocular Depth Estimation	2017	Pratul P. Srinivasan Rahul Garg Neal Wadhwa Ren Ng Jonathan T. Barron
+	DiffuserCam: Lensless Single-exposure 3D Imaging	2017	Nick Antipa Grace m. Kuo Reinhard Heckel Ben Mildenhall Emrah Bostan Ren Ng Laura Waller
+	Light Field Blind Motion Deblurring	2017	Pratul P. Srinivasan Ren Ng Ravi Ramamoorthi

Common Coauthors

Coauthor	Papers Together
Pratul P. Srinivasan	18
Jonathan T. Barron	14
Ben Mildenhall	13
Ravi Ramamoorthi	11
Matthew Tancik	10
Laura Waller	7
Nick Antipa	7
Emrah Bostan	6
Qifeng Chen	4
Reinhard Heckel	3
Angjoo Kanazawa	3
Rahul Garg	3
Xuaner Cecilia Zhang	3
Hao Li	3
Neal Wadhwa	3
Ruilong Li	3
Jiawen Chen	2
Vladlen Koltun	2
Kevin Matzen	2
Patrick Oare	2
Tongzhou Wang	2
Aviad Levis	2
Andrew Chael	2
Xuaner Zhang	2
Ashwin Sreelal	2
You Zhang	2
Robert E. Carroll	2
Dillon Sharlet	2
David E. Jacobs	2
Katherine L. Bouman	2
Yun‐Ta Tsai	2
Xuaner Zhang	2
D. N. Schmidt	2
Vivien Nguyen	2
Noah Snavely	2
Dillon Yao	2
Grace Kuo	2
Xiuming Zhang	2
Alex Yu	2
Terrance Wang	2
Rohit Pandey	1
Grace m. Kuo	1
Rodrigo Ortiz-Cayon	1
Kristina Monakhova	1
Nima Khademi Kalantari	1
Xuaner Zhang	1
Rohit Pandey	1
Richard P. Tucker	1
Nithin Raghavan	1
Sam Dehaeck	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	16
+ PDF Chat	The Unreasonable Effectiveness of Deep Features as a Perceptual Metric	2018	Richard Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang	7
+ PDF Chat	Photographic Image Synthesis with Cascaded Refinement Networks	2017	Qifeng Chen Vladlen Koltun	7
+ PDF Chat	Occupancy Networks: Learning 3D Reconstruction in Function Space	2019	Lars Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger	6
+ PDF Chat	Differentiable Volumetric Rendering: Learning Implicit 3D Representations Without 3D Supervision	2020	Michael Niemeyer Lars Mescheder Michael Oechsle Andreas Geiger	6
+	Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations	2019	Vincent Sitzmann Michael Zollhöfer Gordon Wetzstein	6
+ PDF Chat	Multi-view Supervision for Single-View Reconstruction via Differentiable Ray Consistency	2017	Shubham Tulsiani Tinghui Zhou Alexei A. Efros Jitendra Malik	6
+ PDF Chat	Local Deep Implicit Functions for 3D Shape	2020	Kyle Genova Forrester Cole Avneesh Sud Aaron Sarna Thomas Funkhouser	5
+ PDF Chat	Unsupervised Monocular Depth Estimation with Left-Right Consistency	2017	Clément Godard Oisin Mac Aodha Gabriel Brostow	5
+	Local Implicit Grid Representations for 3D Scenes	2020	Chiyu Max Jiang Avneesh Sud Ameesh Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser	5
+ PDF Chat	DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation	2019	Jeong Joon Park Pete Florence Julian Straub Richard Newcombe Steven Lovegrove	5
+ PDF Chat	Deep Stereo: Learning to Predict New Views from the World's Imagery	2016	John P. Flynn Ivan Neulander James Philbin Noah Snavely	5
+ PDF Chat	Perceptual Losses for Real-Time Style Transfer and Super-Resolution	2016	Justin Johnson Alexandre Alahi Li Fei-Fei	5
+ PDF Chat	Deep bilateral learning for real-time image enhancement	2017	Michaël Gharbi Jiawen Chen Jonathan T. Barron Samuel W. Hasinoff Frédo Durand	4
+ PDF Chat	Learning Implicit Fields for Generative Shape Modeling	2019	Zhiqin Chen Hao Zhang	4
+ PDF Chat	3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction	2016	Christopher Choy Danfei Xu JunYoung Gwak Kai Chen Silvio Savarese	4
+ PDF Chat	Local Implicit Grid Representations for 3D Scenes	2020	Chiyu Jiang Avneesh Sud Ameesh Makadia Jingwei Huang Matthias NieBner Thomas Funkhouser	4
+ PDF Chat	Neural volumes: learning dynamic renderable volumes from images	2019	Stephen Lombardi Tomas Simon Jason Saragih Gabriel Schwartz Andreas Lehrmann Yaser Sheikh	3
+ PDF Chat	NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis	2020	Ben Mildenhall Pratul P. Srinivasan Matthew Tancik Jonathan T. Barron Ravi Ramamoorthi Ren Ng	3
+	A Parallel Proximal Algorithm for Anisotropic Total Variation Minimization	2016	Ulugbek S. Kamilov	3
+ PDF Chat	NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections	2021	Ricardo Martin-Brualla Noha Radwan Mehdi S. M. Sajjadi Jonathan T. Barron Alexey Dosovitskiy Daniel Duckworth	3
+ PDF Chat	DIST: Rendering Deep Implicit Signed Distance Function With Differentiable Sphere Tracing	2020	Shaohui Liu Yinda Zhang Songyou Peng Boxin Shi Marc Pollefeys Zhaopeng Cui	3
+ PDF Chat	DeepVoxels: Learning Persistent 3D Feature Embeddings	2019	Vincent Sitzmann Justus Thies Felix Heide Matthias NieBner Gordon Wetzstein Michael Zollhöfer	3
+	Multi-Scale Context Aggregation by Dilated Convolutions	2015	Fisher Yu Vladlen Koltun	3
+ PDF Chat	Non-invasive single-shot imaging through scattering layers and around corners via speckle correlations	2014	Ori Katz Pierre Heidmann Mathias Fink Sylvain Gigan	3
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	3
+ PDF Chat	Learning to Synthesize a 4D RGBD Light Field from a Single Image	2017	Pratul P. Srinivasan Tongzhou Wang Ashwin Sreelal Ravi Ramamoorthi Ren Ng	3
+ PDF Chat	Learning a Neural 3D Texture Space From 2D Exemplars	2020	Philipp Henzler Niloy J. Mitra Tobias Ritschel	3
+	DiffuserCam: lensless single-exposure 3D imaging	2017	Nick Antipa Grace Kuo Reinhard Heckel Ben Mildenhall Emrah Bostan Ren Ng Laura Waller	3
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	3
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	3
+ PDF Chat	Pushing the Boundaries of View Extrapolation With Multiplane Images	2019	Pratul P. Srinivasan Richard Tucker Jonathan T. Barron Ravi Ramamoorthi Ren Ng Noah Snavely	3
+ PDF Chat	Single Image Reflection Separation with Perceptual Losses	2018	Xuaner Zhang Ren Ng Qifeng Chen	3
+	A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems	2009	Amir Beck Marc Teboulle	3
+	Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue	2016	Ravi Garg Vijay Kumar Bg Gustavo Carneiro Ian Reid	3
+ PDF Chat	Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-scale Convolutional Architecture	2015	David Eigen Rob Fergus	3
+ PDF Chat	A Point Set Generation Network for 3D Object Reconstruction from a Single Image	2017	Haoqiang Fan Hao Su Leonidas Guibas	3
+ PDF Chat	Video from Stills: Lensless Imaging with Rolling Shutter	2019	Nick Antipa Patrick Oare Emrah Bostan Ren Ng Laura Waller	3
+ PDF Chat	Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network	2017	Christian Ledig Lucas Theis Ferenc Huszár José Caballero Andrew Cunningham Alejandro Acosta Andrew P. Aitken Alykhan Tejani Johannes Totz Zehan Wang	3
+ PDF Chat	Optimal radiometric calibration for camera-display communication	2016	Eric Wengrowski Wenjia Yuan Kristin Dana Ashwin Ashok Marco Gruteser Narayan B. Mandayam	2
+	DARTS: Deceiving Autonomous Cars with Toxic Signs	2018	Chawin Sitawarin Arjun Nitin Bhagoji Arsalan Mosenia Mung Chiang Prateek Mittal	2
+	Multi-Scale Context Aggregation by Dilated Convolutions	2015	Fisher Yu Vladlen Koltun	2
+ PDF Chat	Unstructured human activity detection from RGBD images	2012	Jaeyong Sung Colin Ponce Bart Selman Ashutosh Saxena	2
+ PDF Chat	HDR image reconstruction from a single exposure using deep CNNs	2017	Gabriel Eilertsen Joel Kronander György Dénes Rafał Mantiuk Jonas Unger	2
+	On First-Order Meta-Learning Algorithms.	2018	Alex Nichol Joshua Achiam John Schulman	2
+	Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis	2016	Shuicheng Yan Scott Reed Ming–Hsuan Yang Honglak Lee	2
+ PDF Chat	Semantic Scene Completion from a Single Depth Image	2017	Shuran Song Fisher Yu Andy Zeng Anne Lynn S. Chang Manolis Savva Thomas Funkhouser	2
+ PDF Chat	DeepMatching: Hierarchical Deformable Dense Matching	2016	Jérôme Revaud Philippe Weinzaepfel Zaïd Harchaoui Cordelia Schmid	2
+	Coded aperture compressive temporal imaging	2013	Patrick Llull Xuejun Liao Xin Yuan Jianbo Yang David Kittle Lawrence Carin Guillermo Sapiro David J. Brady	2