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07/09/2023
Convex Decomposition of Indoor Scenes
We describe a method to parse a complex, cluttered indoor scene into pri...
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07/07/2023
Blocks2World: Controlling Realistic Scenes with Editable Primitives
We present Blocks2World, a novel method for 3D scene rendering and editi...
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07/06/2023
Applying a Color Palette with Local Control using Diffusion Models
We demonstrate two novel editing procedures in the context of fantasy ca...
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07/05/2023
SoK: Privacy-Preserving Data Synthesis
As the prevalence of data analysis grows, safeguarding data privacy has ...
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06/15/2023
UrbanIR: Large-Scale Urban Scene Inverse Rendering from a Single Video
We show how to build a model that allows realistic, free-viewpoint rende...
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06/15/2023
Sim-on-Wheels: Physical World in the Loop Simulation for Self-Driving
We present Sim-on-Wheels, a safe, realistic, and vehicle-in-loop framewo...
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11/29/2022
Wearing the Same Outfit in Different Ways – A Controllable Virtual Try-on Method
An outfit visualization method generates an image of a person wearing re...
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10/18/2022
How Would The Viewer Feel? Estimating Wellbeing From Video Scenarios
In recent years, deep neural networks have demonstrated increasingly str...
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06/28/2022
How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection
Model stealing attacks present a dilemma for public machine learning API...
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06/02/2022
Long Scale Error Control in Low Light Image and Video Enhancement Using Equivariance
Image frames obtained in darkness are special. Just multiplying by a con...
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05/17/2022
Towards Robust Low Light Image Enhancement
In this paper, we study the problem of making brighter images from dark ...
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12/22/2021
JoJoGAN: One Shot Face Stylization
While there have been recent advances in few-shot image stylization, the...
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11/19/2021
DIVeR: Real-time and Accurate Neural Radiance Fields with Deterministic Integration for Volume Rendering
DIVeR builds on the key ideas of NeRF and its variants – density models ...
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11/02/2021
StyleGAN of All Trades: Image Manipulation with Only Pretrained StyleGAN
Recently, StyleGAN has enabled various image manipulation and editing ta...
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10/06/2021
On the Importance of Firth Bias Reduction in Few-Shot Classification
Learning accurate classifiers for novel categories from very few example...
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08/19/2021
Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset – Addressing the Noise-Latent Trade-Off
The state-of-the-art StyleGAN2 network supports powerful methods to crea...
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07/13/2021
Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval
We present Retrieve in Style (RIS), an unsupervised framework for fine-g...
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06/11/2021
GANs N' Roses: Stable, Controllable, Diverse Image to Image Translation (works for videos too!)
We show how to learn a map that takes a content code, derived from a fac...
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03/22/2020
Toward Accurate and Realistic Virtual Try-on Through Shape Matching and Multiple Warps
A virtual try-on method takes a product image and an image of a model an...
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12/25/2019
Blind Recovery of Spatially Varying Reflectance from a Single Image
We propose a new technique for estimating spatially varying parametric m...
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12/24/2019
ConstructAide: Analyzing and Visualizing Construction Sites through Photographs and Building Models
We describe a set of tools for analyzing, visualizing, and assessing arc...
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12/24/2019
Rendering Synthetic Objects into Legacy Photographs
We propose a method to realistically insert synthetic objects into exist...
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12/02/2019
Exposing and Correcting the Gender Bias in Image Captioning Datasets and Models
The task of image captioning implicitly involves gender identification. ...
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11/16/2019
Effectively Unbiased FID and Inception Score and where to find them
This paper shows that two commonly used evaluation metrics for generativ...
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10/21/2019
Improving Style Transfer with Calibrated Metrics
Style transfer methods produce a transferred image which is a rendering ...
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09/03/2019
Counterfactual Depth from a Single RGB Image
We describe a method that predicts, from a single RGB image, a depth map...
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06/17/2019
Using Discriminative Methods to Learn Fashion Compatibility Across Datasets
Determining whether a pair of garments are compatible with each other is...
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05/26/2019
Why do These Match? Explaining the Behavior of Image Similarity Models
Explaining a deep learning model can help users understand its behavior ...
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04/11/2019
Max-Sliced Wasserstein Distance and its use for GANs
Generative adversarial nets (GANs) and variational auto-encoders have si...
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09/06/2018
Structural Consistency and Controllability for Diverse Colorization
Colorizing a given gray-level image is an important task in the media an...
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04/20/2018
An Approximate Shading Model with Detail Decomposition for Object Relighting
We present an object relighting system that allows an artist to select a...
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03/25/2018
Learning Type-Aware Embeddings for Fashion Compatibility
Outfits in online fashion data are composed of items of many different t...
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02/15/2018
Detecting Anomalous Faces with 'No Peeking' Autoencoders
Detecting anomalous faces has important applications. For example, a sys...
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10/09/2017
Standard detectors aren't (currently) fooled by physical adversarial stop signs
An adversarial example is an example that has been adjusted to produce t...
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10/06/2017
Rotation Blurring: Use of Artificial Blurring to Reduce Cybersickness in Virtual Reality First Person Shooters
Users of Virtual Reality (VR) systems often experience vection, the perc...
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07/12/2017
NO Need to Worry about Adversarial Examples in Object Detection in Autonomous Vehicles
It has been shown that most machine learning algorithms are susceptible ...
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04/01/2017
SafetyNet: Detecting and Rejecting Adversarial Examples Robustly
We describe a method to produce a network where current methods such as ...
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12/06/2016
Learning Diverse Image Colorization
Colorization is an ambiguous problem, with multiple viable colorizations...
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12/05/2016
Authoring image decompositions with generative models
We show how to extend traditional intrinsic image decompositions to inco...
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12/02/2016
A Visual Representation for Editing Face Images
We propose a new approach for editing face images, which enables numerou...
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12/01/2016
CDVAE: Co-embedding Deep Variational Auto Encoder for Conditional Variational Generation
Problems such as predicting a new shading field (Y) for an image (X) are...
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05/20/2016