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Cornell Graphics and Vision Group



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DynIBaR: Dynamic Neural Image-Based Rendering

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Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery

NeurIPS 2022

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IRON: Inverse Rendering by Optimizing Neural SDFs and Materials from Photometric Images

CVPR 2022

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3D Moments from Near-Duplicate Photos

CVPR 2022

Discovering Underground Maps from Fashion

WACV 2022


Path graphs: iterative path space filtering


Towers of Babel: Combining Images, Language, and 3D Geometry for Learning Multimodal Vision

Who’s Waldo? Linking People Across Text and Images

Field Guide-Inspired Zero-shot Learning

ICCV 2021

AutoPhoto: Aesthetic Photo Capture using Reinforcement Learning

IROS 2021

Materials In Paintings (MIP): An interdisciplinary dataset for perception, art history, and computer vision

PLOS One, 2021.

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering

CVPR 2021

Few-Shot Classification with Feature Map Reconstruction Networks

CVPR 2021

What Can Style Transfer and Paintings Do For Model Robustness?

CVPR 2021


Extreme Rotation Estimation using Dense Correlation Volumes

CVPR 2021

PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting

CVPR 2021


A Wave Optics Based Fiber Scattering Model

SIGGRAPH Asia 2020

Insights From A Large-Scale Database of Material Depictions In Paintings

International Workshop on Fine Art Pattern Extraction and Recognition, ICPR 2020


Weavecraft: An Interactive Design and Simulation Tool for 3D Weaving


Augmentation-Interpolative AutoEncoders for Unsupervised Few-Shot Image Generation

Crowdsampling the Plenoptic Function

ECCV 2020


Learning Gradient Fields for Shape Generation

ECCV 2020

Langevin Monte Carlo Rendering with Gradient-based Adaptation


pose normalization

Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition

CVPR 2020: reasoning about object parts dramatically improves few-shot learning.

Automatic Structure Synthesis for 3D Woven Relief


Visual Chirality

CVPR 2020

DeepSemanticHPPC: Hypothesis-based Planning over Uncertain Semantic Point Clouds

ICRA 2020; First three authors contributed equally (random order).

Depth Sensing Beyond LiDAR Range

CVPR 2020

DualSDF: Semantic Shape Manipulation using a Two-Level Representation

Gaussian Product Sampling for Rendering Layered Materials

Computer Graphics Forum 39:1 (February 2020)

Towards Learning-based Inverse Subsurface Scattering

ICCP 2020


Acoustic texture rendering for extended sources in complex scenes

SIGGRAPH Asia 2019

Block Annotation: Better Image Annotation for Semantic Segmentation with Sub-Image Decomposition

ICCV 2019

GeoStyle: Discovering Fashion Trends and Events

ICCV 2019

UprightNet: Geometry-Aware Camera Orientation Estimation from Single Images

ICCV 2019

Leveraging Vision Reconstruction Pipelines for Satellite Imagery

ICCVW 2019

Few-Shot Learning with Localization in Realistic Settings

CVPR 2019

Learning the Depths of Moving People by Watching Frozen People

CVPR 2019

Pushing the Boundaries of View Extrapolation with Multiplane Images

CVPR 2019

Neural Rerendering in the Wild

CVPR 2019

Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments

CVPR 2019

Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving

CVPR 2019

Anytime Stereo Image Depth Estimation on Mobile Devices

ICRA 2019

LDLS: 3D Object Segmentation through Label Diffusion from 2D Images

RA-L, IROS 2019

Vision-only 3D Tracking for Self-Driving Cars

CASE 2019


Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning

NeurIPS 2018

Ambient sound propagation

SIGGRAPH Asia 2018

Interactive Design of Periodic Yarn-Level Cloth Patterns

SIGGRAPH Asia 2018

A radiative transfer framework for non-exponential media

SIGGRAPH Asia 2018

Appearance Capture and Modeling of Human Teeth

SIGGRAPH Asia 2018

Inverse Transport Networks

ArXiv 2018

Learning Single-View 3D Reconstruction with Limited Pose Supervision

ECCV 2018

CGIntrinsics: Better Intrinsic Image Decomposition through Physically-Based Rendering

ECCV 2018

Learning Material-Aware Local Descriptors for 3D Shapes

3DV 2018

Stereo Magnification: Learning View Synthesis using Multiplane Images


Rendering Specular Microgeometry with Wave Optics


Mechanical Characterization of Structured Sheet Materials


Layer-structured 3D Scene Inference

ECCV 2018

Context-Aware Asset Search for Graphic Design

IEEE Transactions on Visualization and Computer Graphics, 2018

Low-shot Learning from Imaginary Data

CVPR 2018

Resource Aware Person Re-identification across Multiple Resolutions

CVPR 2018

Learning Intrinsic Image Decomposition from Watching the World

CVPR 2018

Deep Painterly Harmonization

EGSR 2018

MegaDepth: Learning Single-View Depth Prediction from Internet Photos

CVPR 2018


Deep Photo Style Transfer

CVPR 2017

Fast Rendering of Fabric Micro-Appearance Models Under Directional and Spherical Gaussian Lights

SIGGRAPH Asia 2017


Animating Elastic Rods with Sound


Printing Anisotropic Appearance With Magnetic Flakes


Balancing Zero-Sum Games with One Variable Per Strategy

AIIDE 2017

Shading annotations in the wild

CVPR 2017

Deep Feature Interpolation For Image Content Changes

CVPR 2017

StreetStyle: Exploring world-wide clothing styles from millions of photos

arXiv, June 2017

Intrinsic Decompositions for Image Editing

Eurographics State of the Art Reports 2017

Fiber-Level On-the-Fly Procedural Textiles

EGSR 2017

Azimuthal Scattering from Elliptical Hair Fibers

ACM Transactions on Graphics 36:2 (2017)


What makes rotations averaging hard?

ECCV 2016

Interactive Consensus Games for Labeling Images

HComp 2016

Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks

CVPR 2016

Do-It-Yourself Lighting Design for Product Videography

ICCP 2016

Fitting Procedural Yarn Models for Realistic Cloth Rendering



Predicting Appearance from Measured Microgeometry of Metal Surfaces

ACM Transactions on Graphics, 2015