Fredo Durand
29 papers · 2013–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (52) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(2)
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Keyword Pioneer
π§¬
Topic Evolution
π€
Dynamic Duo
(13)
β
The Questioner
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Conference Pioneer
ποΈ
Keyword Collector
(155)
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Trend Setter
Top co-authors
Research topics
Computer Vision
(20)
Deep Learning
(16)
Machine Learning
(13)
Processing
(11)
Analysis
(10)
Models
(10)
Generation
(8)
Artificial Intelligence
(6)
Application Areas
(6)
Core AI
(6)
Learning Types Β· Deep Learning
(6)
Learning Types Β· Machine Learning
(5)
Architectures
(3)
Core Methods
(3)
Healthcare & Medicine
(2)
Keywords
diffusion model
(6)
convolutional neural network
(5)
image generation
(4)
novel view synthesis
(3)
motion estimation
(3)
knowledge distillation
(3)
neural implicit representation
(2)
one-step generation
(2)
shadow analysis
(2)
differentiable rendering
(2)
inverse problem
(2)
computer vision
(2)
3d reconstruction
(2)
light field
(2)
probabilistic model
(2)
video generation
(2)
signal processing
(2)
distribution matching
(2)
video processing
(2)
distribution matching distillation
(2)
Papers
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences
ICCV 2025
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models
CVPR 2025
Alchemist: Parametric Control of Material Properties with Diffusion Models
CVPR 2024
Gemino: Practical and Robust Neural Compression for Video Conferencing
NSDI 2024
Improved Distribution Matching Distillation for Fast Image Synthesis
NeurIPS 2024
One-step Diffusion with Distribution Matching Distillation
CVPR 2024
Can Shadows Reveal Biometric Information?
WACV 2023
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision
NeurIPS 2023
Neural Groundplans: Persistent Neural Scene Representations from a Single Image
ICLR 2023
Learning To Generate Line Drawings That Convey Geometry and Semantics
CVPR 2022
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering
NeurIPS 2021
Single-Shot Scene Reconstruction
CoRL 2021
What You Can Learn by Staring at a Blank Wall
ICCV 2021
DiffTaichi: Differentiable Programming for Physical Simulation
ICLR 2020
Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings
CVPR 2020
A Dataset of Multi-Illumination Images in the Wild
ICCV 2019
Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization
NeurIPS 2019
Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation
CVPR 2019
Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions
ICCV 2019
Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks
ECCV 2018
Inferring Light Fields From Shadows
CVPR 2018
On the Importance of Label Quality for Semantic Segmentation
CVPR 2018
Synthesizing Images of Humans in Unseen Poses
CVPR 2018
Turning Corners Into Cameras: Principles and Methods
ICCV 2017
Reflection Removal Using Ghosting Cues
CVPR 2015
The Aperture Problem for Refractive Motion
CVPR 2015
Video Magnification in Presence of Large Motions
CVPR 2015
Visual Vibrometry: Estimating Material Properties From Small Motion in Video
CVPR 2015
Detecting Pulse from Head Motions in Video
CVPR 2013