Radu Timofte

According to our database1, Radu Timofte authored at least 195 papers between 2010 and 2020.

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Bibliography

2020
Learned Dynamic Guidance for Depth Image Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Zero-Pair Image to Image Translation using Domain Conditional Normalization.
CoRR, 2020

AIM 2020 Challenge on Learned Image Signal Processing Pipeline.
CoRR, 2020

AIM 2020 Challenge on Rendering Realistic Bokeh.
CoRR, 2020

A Weakly Supervised Convolutional Network for Change Segmentation and Classification.
CoRR, 2020

Self-Supervised Shadow Removal.
CoRR, 2020

SMILE: Semantically-guided Multi-attribute Image and Layout Editing.
CoRR, 2020

AIM 2020 Challenge on Image Extreme Inpainting.
CoRR, 2020

Few-Shot Classification By Few-Iteration Meta-Learning.
CoRR, 2020

MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search.
CoRR, 2020

AIM 2020 Challenge on Video Temporal Super-Resolution.
CoRR, 2020

Learning to Improve Image Compression without Changing the Standard Decoder.
CoRR, 2020

AIM 2020: Scene Relighting and Illumination Estimation Challenge.
CoRR, 2020

AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results.
CoRR, 2020

GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network.
CoRR, 2020

AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results.
CoRR, 2020

AIM 2020 Challenge on Video Extreme Super-Resolution: Methods and Results.
CoRR, 2020

Plug-and-Play Image Restoration with Deep Denoiser Prior.
CoRR, 2020

DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation.
CoRR, 2020

The Heterogeneity Hypothesis: Finding Layer-Wise Dissimilated Network Architecture.
CoRR, 2020

OpenDVC: An Open Source Implementation of the DVC Video Compression Method.
CoRR, 2020

Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model.
CoRR, 2020

Flexible Example-based Image Enhancement with Task Adaptive Global Feature Self-Guided Network.
CoRR, 2020

Learning Context-Based Non-local Entropy Modeling for Image Compression.
CoRR, 2020

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results.
CoRR, 2020

NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image.
CoRR, 2020

NTIRE 2020 Challenge on Image Demoireing: Methods and Results.
CoRR, 2020

How to Train Your Energy-Based Model for Regression.
CoRR, 2020

NTIRE 2020 Challenge on Image and Video Deblurring.
CoRR, 2020

AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results.
CoRR, 2020

Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning.
CoRR, 2020

DeepSEE: Deep Disentangled Semantic Explorative Extreme Super-Resolution.
CoRR, 2020

DHP: Differentiable Meta Pruning via HyperNetworks.
CoRR, 2020

Self-Supervised 2D Image to 3D Shape Translation with Disentangled Representations.
CoRR, 2020

Efficient Video Semantic Segmentation with Labels Propagation and Refinement.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Adversarial Sampling for Active Learning.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Same Same but Different: Augmentation of Tiny Industrial Datasets using Generative Adversarial Networks.
Proceedings of the 7th Swiss Conference on Data Science, 2020

SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects.
Proceedings of the Computer Vision - ECCV 2020, 2020

SRFlow: Learning the Super-Resolution Space with Normalizing Flow.
Proceedings of the Computer Vision - ECCV 2020, 2020

DHP: Differentiable Meta Pruning via HyperNetworks.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning What to Learn for Video Object Segmentation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Know Your Surroundings: Exploiting Scene Information for Object Tracking.
Proceedings of the Computer Vision - ECCV 2020, 2020


Deep Unfolding Network for Image Super-Resolution.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020


Learning for Video Compression With Hierarchical Quality and Recurrent Enhancement.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

GLU-Net: Global-Local Universal Network for Dense Flow and Correspondences.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020



Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Rendering Natural Camera Bokeh Effect with Deep Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Replacing Mobile Camera ISP with a Single Deep Learning Model.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Probabilistic Regression for Visual Tracking.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020



NH-HAZE: An Image Dehazing Benchmark with Non-Homogeneous Hazy and Haze-Free Images.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020


2019
Adversarial Feature Distribution Alignment for Semi-Supervised Learning.
CoRR, 2019

AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results.
CoRR, 2019

Divide-and-Conquer Adversarial Learning for High-Resolution Image and Video Enhancement.
CoRR, 2019

Night-to-Day Image Translation for Retrieval-based Localization.
Proceedings of the International Conference on Robotics and Automation, 2019

Optimal Transport Maps For Distribution Preserving Operations on Latent Spaces of Generative Models.
Proceedings of the 7th International Conference on Learning Representations, 2019

Dense-Haze: A Benchmark for Image Dehazing with Dense-Haze and Haze-Free Images.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Image Demoireing: Dataset and Study.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019


Extremely Weak Supervised Image-to-Image Translation for Semantic Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

SMIT: Stochastic Multi-Label Image-to-Image Translation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Unsupervised Learning for Real-World Super-Resolution.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

The Seventh Visual Object Tracking VOT2019 Challenge Results.
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Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

The Vid3oC and IntVID Datasets for Video Super Resolution and Quality Mapping.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Towards Spectral Estimation from a Single RGB Image in the Wild.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AI Benchmark: All About Deep Learning on Smartphones in 2019.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019




DIV8K: DIVerse 8K Resolution Image Dataset.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Efficient Video Super-Resolution through Recurrent Latent Space Propagation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Frequency Separation for Real-World Super-Resolution.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Learning Filter Basis for Convolutional Neural Network Compression.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Fast Image Restoration With Multi-Bin Trainable Linear Units.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Self-Guided Network for Fast Image Denoising.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Discriminative Model Prediction for Tracking.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Generative Adversarial Networks for Extreme Learned Image Compression.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Efficient convolutional neural network for apparent age prediction.
Proceedings of the 15th IEEE International Conference on Intelligent Computer Communication and Processing, 2019



NTIRE 2019 Challenge on Video Deblurring and Super-Resolution: Dataset and Study.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Practical Full Resolution Learned Lossless Image Compression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

3D Appearance Super-Resolution With Deep Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019



Exemplar Guided Face Image Super-Resolution Without Facial Landmarks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019




Tracking the Known and the Unknown by Leveraging Semantic Information.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Deep Expectation of Real and Apparent Age from a Single Image Without Facial Landmarks.
Int. J. Comput. Vis., 2018

Guest Editorial: Vision and Computational Photography and Graphics.
Comput. Vis. Image Underst., 2018

Towards Closing the Gap in Weakly Supervised Semantic Segmentation with DCNNs: Combining Local and Global Models.
CoRR, 2018

Multi-bin Trainable Linear Unit for Fast Image Restoration Networks.
CoRR, 2018

An efficient CNN for spectral reconstruction from RGB images.
CoRR, 2018

Integrating Local and Non-local Denoiser Priors for Image Restoration.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Towards Image Understanding from Deep Compression Without Decoding.
Proceedings of the 6th International Conference on Learning Representations, 2018

ComboGAN: Unrestricted Scalability for Image Domain Translation.
Proceedings of the 6th International Conference on Learning Representations, 2018

Fast Perceptual Image Enhancement.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

PIRM2018 Challenge on Spectral Image Super-Resolution: Dataset and Study.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018


CARN: Convolutional Anchored Regression Network for Fast and Accurate Single Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018


AI Benchmark: Running Deep Neural Networks on Android Smartphones.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

The 2018 PIRM Challenge on Perceptual Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

NTIRE 2018 Challenge on Single Image Super-Resolution: Methods and Results.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Generative Adversarial Style Transfer Networks for Face Aging.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Conditional Probability Models for Deep Image Compression.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

WESPE: Weakly Supervised Photo Enhancer for Digital Cameras.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

NTIRE 2018 Challenge on Spectral Reconstruction From RGB Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

ComboGAN: Unrestrained Scalability for Image Domain Translation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

O-HAZE: A Dehazing Benchmark With Real Hazy and Haze-Free Outdoor Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

NTIRE 2018 Challenge on Image Dehazing: Methods and Results.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Extreme Learned Image Compression with GANs.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

I-HAZE: A Dehazing Benchmark with Real Hazy and Haze-Free Indoor Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017
Leveraging observation uncertainty for robust visual tracking.
Comput. Vis. Image Underst., 2017

On the Relation between Color Image Denoising and Classification.
CoRR, 2017

Single Image Super Resolution - When Model Adaptation Matters.
CoRR, 2017

Evaluating race and sex diversity in the world's largest companies using deep neural networks.
CoRR, 2017

Soft-to-Hard Vector Quantization for End-to-End Learned Compression of Images and Neural Networks.
CoRR, 2017

k^2 k 2 -means for Fast and Accurate Large Scale Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

In Defense of Shallow Learned Spectral Reconstruction from RGB Images.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Early Adaptation of Deep Priors in Age Prediction from Face Images.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Anchored Regression Networks Applied to Age Estimation and Super Resolution.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Apparent and Real Age Estimation in Still Images with Deep Residual Regressors on Appa-Real Database.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017


NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Demosaicing Based on Directional Difference Regression and Efficient Regression Priors.
IEEE Trans. Image Process., 2016

Semantic super-resolution: When and where is it useful?
Comput. Vis. Image Underst., 2016

PICASO: PIxel correspondences and SOft match selection for real-time tracking.
Comput. Vis. Image Underst., 2016

Failure Detection for Facial Landmark Detectors.
CoRR, 2016

k2-means for fast and accurate large scale clustering.
CoRR, 2016

Leveraging single for multi-target tracking using a novel trajectory overlap affinity measure.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Anchored fusion for image restoration.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Regressor Basis Learning for anchored super-resolution.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Fast Optical Flow Using Dense Inverse Search.
Proceedings of the Computer Vision - ECCV 2016, 2016

Deep Features or Not: Temperature and Time Prediction in Outdoor Scenes.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Structured Output SVM Prediction of Apparent Age, Gender and Smile from Deep Features.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Seven Ways to Improve Example-Based Single Image Super Resolution.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Some Like It Hot - Visual Guidance for Preference Prediction.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Generic 3D Convolutional Fusion for Image Restoration.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

From Face Images and Attributes to Attributes.
Proceedings of the Computer Vision - ACCV 2016, 2016

Failure Detection for Facial Landmark Detectors.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
Iterative Nearest Neighbors.
Pattern Recognit., 2015

An Elastic Deformation Field Model for Object Detection and Tracking.
Int. J. Comput. Vis., 2015

Jointly Optimized Regressors for Image Super-resolution.
Comput. Graph. Forum, 2015

Learned Collaborative Representations for Image Classification.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Sparse Flow: Sparse Matching for Small to Large Displacement Optical Flow.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Discovery of Sets of Mutually Orthogonal Vanishing Points in Videos.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision Workshops, 2015

Efficient regression priors for post-processing demosaiced images.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Efficient regression priors for reducing image compression artifacts.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

DLDR: Deep Linear Discriminative Retrieval for Cultural Event Classification from a Single Image.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

DEX: Deep EXpectation of Apparent Age from a Single Image.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Make my day - high-fidelity color denoising with Near-Infrared.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Metric imitation by manifold transfer for efficient vision applications.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Adaptive and Weighted Collaborative Representations for image classification.
Pattern Recognit. Lett., 2014

Multi-view traffic sign detection, recognition, and 3D localisation.
Mach. Vis. Appl., 2014

Scale-invariant line descriptors for wide baseline matching.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Using a Deformation Field Model for Localizing Faces and Facial Points under Weak Supervision.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

A+: Adjusted Anchored Neighborhood Regression for Fast Super-Resolution.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Efficient Loopy Belief Propagation Using the Four Color Theorem.
Proceedings of the Advanced Topics in Computer Vision, 2013

Sparse and Collaborative Representations for Computer Vision (Schaars en collaboratieve representaties voor computer vision).
PhD thesis, 2013

Traffic sign recognition - How far are we from the solution?
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Anchored Neighborhood Regression for Fast Example-Based Super-Resolution.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Handling Occlusions with Franken-Classifiers.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Robust Scene Stitching in Large Scale Mobile Mapping.
Proceedings of the British Machine Vision Conference, 2013

2012
Non-parametric motion-priors for flow understanding.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Weighted collaborative representation and classification of images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Stixels Motion Estimation without Optical Flow Computation.
Proceedings of the Computer Vision - ECCV 2012, 2012

Fast Stixel Computation for Fast Pedestrian Detection.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Iterative Nearest Neighbors for classification and dimensionality reduction.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Pedestrian detection at 100 frames per second.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

A Training-free Classification Framework for Textures, Writers, and Materials.
Proceedings of the British Machine Vision Conference, 2012

Naive Bayes Image Classification: Beyond Nearest Neighbors.
Proceedings of the Computer Vision - ACCV 2012, 2012

Automatic Stave Discovery for Musical Facsimiles.
Proceedings of the Computer Vision, 2012

2011
Multi-view manhole detection, recognition, and 3D localisation.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Stixels estimation without depth map computation.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Sparse Representation Based Projections.
Proceedings of the British Machine Vision Conference, 2011

2010
Integrating Object Detection with 3D Tracking Towards a Better Driver Assistance System.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Hough Transform and 3D SURF for Robust Three Dimensional Classification.
Proceedings of the Computer Vision - ECCV 2010, 2010

Four Color Theorem for Fast Early Vision.
Proceedings of the Computer Vision - ACCV 2010, 2010


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