Nima Kalantari

Selected Publications

For a complete list of my publications, please visit my Google Scholar profile.

CoherentGS: Sparse Novel View Synthesis with Coherent 3D Gaussians

Avinash Paliwal, Wei Ye, Jinhui Xiong, Dmytro Kotovenko, Rakesh Ranjan, Vikas Chandra, and Nima Khademi Kalantari
ECCV 2024

PDF Paper Page
Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks and Operators in Scientific Computing: Fluid and Solid Mechanics

Salah A. Faroughi, Nikhil M. Pawar, Célio Fernandes, Maziar Raissi, Subasish Das, Nima Khademi Kalantari, and Seyed Kourosh Mahjour
JCISE 2024

PDF
MyStyle++: A Controllable Personalized Generative Prior

Libing Zeng, Lele Chen, Yi Xu, and Nima Khademi Kalantari
SIGGRAPH Asia 2023

PDF Paper Page
ReShader: View-Dependent Highlights for Single Image View-Synthesis

Avinash Paliwal, Brandon Nguyen, Andrii Tsarov, and Nima Khademi Kalantari
SIGGRAPH Asia 2023

PDF Paper Page
PhotoMat: A Material Generator Learned from Single Flash Photos

Xilong Zhou, Milos Hasan, Valentin Deschaintre, Paul Guerrero, Yannick Hold-Geoffroy, Kalyan Sunkavalli, and Nima Khademi Kalantari
SIGGRAPH 2023

PDF Paper Page
Implicit View-Time Interpolation of Stereo Videos using Multi-Plane Disparities and Non-Uniform Coordinates

Avinash Paliwal, Andrii Tsarov, and Nima Khademi Kalantari
CVPR 2023

PDF Paper Page
3D-aware Facial Landmark Detection via Multi-view Consistent Training on Synthetic Data

Libing Zeng, Lele Chen, Wentao Bao, Zhong Li, Yi Xu, Junsong Yuan, and Nima Khademi Kalantari
CVPR 2023

PDF Paper Page
A Semi-Procedural Convolutional Material Prior

Xilong Zhou, Milos Hasan, Valentin Deschaintre, Paul Guerrero, Kalyan Sunkavalli, and Nima Khademi Kalantari
CGF 2023

PDF lo-res PDF Paper Page
Test-Time Optimization for Video Depth Estimation Using Pseudo Reference Depth

Libing Zeng and Nima Khademi Kalantari
CGF 2023

PDF Paper Page
Variational Pose Prediction with Dynamic Sample Selection from Sparse Tracking Signals

Nicholas Milef, Shinjiro Sueda, and Nima Khademi Kalantari
Eurographics 2023

PDF Paper Page
Frame Interpolation for Dynamic Scenes with Implicit Flow Encoding

Pedro Figueirêdo, Avinash Paliwal, and Nima Khademi Kalantari
WACV 2023

PDF Paper Page
Look-Ahead Training with Learned Reflectance Loss for Single-Image SVBRDF Estimation

Xilong Zhou and Nima Khademi Kalantari
SIGGRAPH Asia 2022

PDF lo-res PDF Paper Page
TileGen: Tileable, Controllable Material Generation and Capture

Xilong Zhou, Milos Hasan, Valentin Deschaintre, Paul Guerrero, Kalyan Sunkavalli, and Nima Khademi Kalantari
SIGGRAPH Asia 2022

PDF lo-res PDF Paper Page
Differentiable Simulation of Inertial Musculotendons

Ying Wang, Jasper Verheul, Sang-Hoon Yeo, Nima Khademi Kalantari, and Shinjiro Sueda
SIGGRAPH Asia 2022

PDF Video
Semantic-Aware Generative Approach for Image Inpainting

Deepankar Chanda and Nima Khademi Kalantari
EGSR 2021

PDF lo-res PDF Paper Page
Multi-Stage Raw Video Denoising with Adversarial Loss and Gradient Mask

Avinash Paliwal, Libing Zeng, and Nima Khademi Kalantari
ICCP 2021

PDF Paper Page
Adversarial Single-Image SVBRDF Estimation with Hybrid Training

Xilong Zhou and Nima Khademi Kalantari
Eurographics 2021

PDF lo-res PDF Paper Page
Synthesizing Light Field From a Single Image with Variable MPI and Two Network Fusion

Qinbo Li and Nima Khademi Kalantari
SIGGRAPH Asia 2020

PDF lo-res PDF Paper Page
Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss

Marcel Santana Santos, Tsang Ing Ren, and Nima Khademi Kalantari
SIGGRAPH 2020

PDF lo-res PDF Paper Page
Deep Slow Motion Video Reconstruction with Hybrid Imaging System

Avinash Paliwal and Nima Khademi Kalantari
PAMI (ICCP 2020)

PDF Paper Page
Learning Generative Models for Rendering Specular Microgeometry

Alexandr Kuznetsov, Milos Hasan, Zexiang Xu, Lingqi Yan, Bruce Walter, Nima Khademi Kalantari, Steve Marschner, and Ravi Ramamoorthi
SIGGRAPH Asia 2019

PDF lo-res PDF Video
Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines

Ben Mildenhall, Pratul Srinivasan, Rodrigo Ortiz-Cayon, Nima Khademi Kalantari, Ravi Ramamoorthi, Ren Ng, and Abhishek Kar
SIGGRAPH 2019

PDF lo-res PDF Paper Page
Deep HDR Video from Sequences with Alternating Exposures

Nima Khademi Kalantari and Ravi Ramamoorthi
Eurographics 2019

PDF lo-res PDF Video
Deep Adaptive Sampling for Low Sample Count Rendering

Alexandr Kuznetsov, Nima Khademi Kalantari, and Ravi Ramamoorthi
EGSR 2018

PDF lo-res PDF Paper Page
Deep Hybrid Real and Synthetic Training for Intrinsic Decomposition

Sai Bi, Nima Khademi Kalantari, and Ravi Ramamoorthi
EGSR 2018

PDF lo-res PDF
Deep High Dynamic Range Imaging of Dynamic Scenes

Nima Khademi Kalantari and Ravi Ramamoorthi
SIGGRAPH 2017

PDF lo-res PDF Paper Page
Patch-Based Optimization for Image-Based Texture Mapping

Sai Bi, Nima Khademi Kalantari, and Ravi Ramamoorthi
SIGGRAPH 2017

PDF lo-res PDF Paper Page
Light Field Video Capture Using a Learning-Based Hybrid Imaging System

Ting-Chun Wang, Jun-Yan Zhu, Nima Khademi Kalantari, Alexei A. Efros, and Ravi Ramamoorthi
SIGGRAPH 2017

PDF lo-res PDF Paper Page
Learning-Based View Synthesis for Light Field Cameras

Nima Khademi Kalantari, Ting-Chun Wang, and Ravi Ramamoorthi
SIGGRAPH Asia 2016

PDF lo-res PDF Paper Page
A Machine Learning Approach for Filtering Monte Carlo Noise

Nima Khademi Kalantari, Steve Bako, and Pradeep Sen
SIGGRAPH 2015

PDF lo-res PDF Paper Page
Robust Radiometric Calibration for Dynamic Scenes in the Wild

Abhishek Badki, Nima Khademi Kalantari, and Pradeep Sen
ICCP 2015

PDF Paper Page
Improving Patch-Based Synthesis by Learning Patch Masks

Nima Khademi Kalantari, Eli Shechtman, Soheil Darabi, Dan Goldman, and Pradeep Sen
ICCP 2014

PDF Paper Page
Patch-Based High Dynamic Range Video

Nima Khademi Kalantari, Eli Shechtman, Connelly Barnes, Soheil Darabi, Dan B Goldman, and Pradeep Sen
SIGGRAPH Asia 2013

PDF lo-res PDF Paper Page
Removing the Noise in Monte Carlo Rendering with General Image Denoising Algorithms

Nima Khademi Kalantari, and Pradeep Sen
Eurographics 2013

PDF Paper Page
Robust Patch-Based HDR Reconstruction of Dynamic Scenes

Pradeep Sen, Nima Khademi Kalantari, Maziar Yaesoubi, Soheil Darabi, Dan B Goldman, and Eli Shechtman
SIGGRAPH Asia 2012

PDF lo-res PDF Paper Page
Fast Generation of Approximate Blue Noise Point Sets

Nima Khademi Kalantari, and Pradeep Sen
EGSR 2012

PDF
Efficient Computation of Blue Noise Point Sets through Importance Sampling

Nima Khademi Kalantari, and Pradeep Sen
EGSR 2011

PDF

Research Interests

Teaching

Current

Past

Students

Avinash Paliwal

Libing Zeng

Pedro Figueirêdo

Qihao He

Aakash Garg

Jay Nehete

Geetesh Challur

Alumni

PhD

MS

BS

Selected Publications

CoherentGS: Sparse Novel View Synthesis with Coherent 3D Gaussians

Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks and Operators in Scientific Computing: Fluid and Solid Mechanics

MyStyle++: A Controllable Personalized Generative Prior

ReShader: View-Dependent Highlights for Single Image View-Synthesis

PhotoMat: A Material Generator Learned from Single Flash Photos

Implicit View-Time Interpolation of Stereo Videos using Multi-Plane Disparities and Non-Uniform Coordinates

3D-aware Facial Landmark Detection via Multi-view Consistent Training on Synthetic Data

A Semi-Procedural Convolutional Material Prior

Test-Time Optimization for Video Depth Estimation Using Pseudo Reference Depth

Variational Pose Prediction with Dynamic Sample Selection from Sparse Tracking Signals

Frame Interpolation for Dynamic Scenes with Implicit Flow Encoding

Look-Ahead Training with Learned Reflectance Loss for Single-Image SVBRDF Estimation

TileGen: Tileable, Controllable Material Generation and Capture

Differentiable Simulation of Inertial Musculotendons

Semantic-Aware Generative Approach for Image Inpainting

Multi-Stage Raw Video Denoising with Adversarial Loss and Gradient Mask

Adversarial Single-Image SVBRDF Estimation with Hybrid Training

Synthesizing Light Field From a Single Image with Variable MPI and Two Network Fusion

Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss

Deep Slow Motion Video Reconstruction with Hybrid Imaging System

Learning Generative Models for Rendering Specular Microgeometry

Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines

Deep HDR Video from Sequences with Alternating Exposures

Deep Adaptive Sampling for Low Sample Count Rendering

Deep Hybrid Real and Synthetic Training for Intrinsic Decomposition

Deep High Dynamic Range Imaging of Dynamic Scenes

Patch-Based Optimization for Image-Based Texture Mapping

Light Field Video Capture Using a Learning-Based Hybrid Imaging System

Learning-Based View Synthesis for Light Field Cameras

A Machine Learning Approach for Filtering Monte Carlo Noise

Robust Radiometric Calibration for Dynamic Scenes in the Wild

Improving Patch-Based Synthesis by Learning Patch Masks

Patch-Based High Dynamic Range Video

Removing the Noise in Monte Carlo Rendering with General Image Denoising Algorithms

Robust Patch-Based HDR Reconstruction of Dynamic Scenes

Fast Generation of Approximate Blue Noise Point Sets

Efficient Computation of Blue Noise Point Sets through Importance Sampling