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09/19/2023
Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image Denoising
Image denoising is a fundamental and challenging task in the field of co...
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11/17/2022
AligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training
Neural Radiance Fields (NeRFs) are a powerful representation for modelin...
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01/02/2022
Fast and High-Quality Image Denoising via Malleable Convolutions
Many image processing networks apply a single set of static convolutiona...
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10/12/2021
Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image
We present a method that takes as input a single dual-pixel image, and s...
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11/25/2020
Single-Image Lens Flare Removal
Lens flare is a common artifact in photographs occurring when the camera...
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10/20/2020
Real-time Localized Photorealistic Video Style Transfer
We present a novel algorithm for transferring artistic styles of semanti...
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10/01/2020
Learned Dual-View Reflection Removal
Traditional reflection removal algorithms either use a single image as i...
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08/09/2020
Neural Light Transport for Relighting and View Synthesis
The light transport (LT) of a scene describes how it appears under diffe...
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04/23/2020
Joint Bilateral Learning for Real-time Universal Photorealistic Style Transfer
Photorealistic style transfer is the task of transferring the artistic s...
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10/24/2019
Handheld Mobile Photography in Very Low Light
Taking photographs in low light using a mobile phone is challenging and ...
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01/05/2019
Stereoscopic Dark Flash for Low-light Photography
In this work, we present a camera configuration for acquiring "stereosco...
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11/27/2018
Unprocessing Images for Learned Raw Denoising
Machine learning techniques work best when the data used for training re...
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09/14/2018
MoSculp: Interactive Visualization of Shape and Time
We present a system that allows users to visualize complex human motion ...
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09/13/2018
Seeing Tree Structure from Vibration
Humans recognize object structure from both their appearance and motion;...
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07/24/2018
Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks
We study the problem of synthesizing a number of likely future frames fr...
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04/12/2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling
We study 3D shape modeling from a single image and make contributions to...
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04/03/2018
3D Interpreter Networks for Viewer-Centered Wireframe Modeling
Understanding 3D object structure from a single image is an important bu...
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11/24/2017
Video Enhancement with Task-Oriented Flow
Many video processing algorithms rely on optical flow to register differ...
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11/08/2017
MarrNet: 3D Shape Reconstruction via 2.5D Sketches
3D object reconstruction from a single image is a highly under-determine...
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10/24/2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling
We study the problem of 3D object generation. We propose a novel framewo...
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09/06/2016
Best-Buddies Similarity - Robust Template Matching using Mutual Nearest Neighbors
We propose a novel method for template matching in unconstrained environ...
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07/09/2016
