← Authors

Radu Timofte

116 papers · 2013–2026 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) 🐝 Cross-Pollinator (6) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (107) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6) πŸƒ Academic Marathon (13) 🌟 Keyword Trendsetter Combo (4) 🏠 Conference Loyalist (30) 🀝 Dynamic Duo (74) πŸ† Grand Slam πŸ”¬ Deep Specialist (42) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ“ˆ Trend Setter ⚑ Prolific Year (14) πŸš€ Conference Pioneer ❓ The Questioner (2) πŸ”₯ Unstoppable (12) πŸ’Ž Century Club (116) πŸ—ƒοΈ Keyword Collector (432)

Conferences

CVPR (38) ICCV (30) ECCV (12) WACV (11) ICLR (7) NIPS (6) ACL (4) ICML (4) EMNLP (2) AAAI (1) IJCAI (1)

Top co-authors

Luc Van Gool (74) Martin Danelljan (20) Yulun Zhang (17) Kai Zhang (14) Shuhang Gu (13) Zongwei Wu (13) Yawei Li (11) Eirikur Agustsson (8) Gregor Geigle (7) Marcos V. Conde (7)

Research topics

Techniques (1) Applications (1)

Keywords

image restoration (20) image super-resolution (9) generative adversarial network (8) neural network (6) convolutional neural network (6) optical flow (6) image denoising (5) image generation (5) vision-language model (5) attention mechanism (4) transformer architecture (4) latent space (4) generative model (4) domain adaptation (4) multimodal learning (4) unsupervised learning (4) image reconstruction (4) image processing (4) normalizing flow (4) self-supervised learning (3)

Papers

INRetouch: Context Aware Implicit Neural Representation for Photography Retouching WACV 2026
Illuminating Darkness: Learning to Enhance Low-light Images In-the-Wild WACV 2026
ReCap: Better Gaussian Relighting with Cross-Environment Captures CVPR 2025
RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety CVPR 2025
Complexity Experts are Task-Discriminative Learners for Any Image Restoration CVPR 2025
After the Party: Navigating the Mapping From Color to Ambient Lighting ICCV 2025
Accurate and Efficient World Modeling with Masked Latent Transformers ICML 2025
Learning Transformer-based World Models with Contrastive Predictive Coding ICLR 2025
Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model ACL 2025
PixTalk: Controlling Photorealistic Image Processing and Editing with Language ICCV 2025
Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures ICCV 2025
Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks ICCV 2025
XTrack: Multimodal Training Boosts RGB-X Video Object Trackers ICCV 2025
MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration ICCV 2025
What You Have is What You Track: Adaptive and Robust Multimodal Tracking ICCV 2025
Single-Model and Any-Modality for Video Object Tracking CVPR 2024
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement AAAI 2024
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations ACL 2024
mBLIP: Efficient Bootstrapping of Multilingual Vision-LLMs ACL 2024
Improving Vision-Language Cross-Lingual Transfer with Scheduled Unfreezing ACL 2024
Real-World Mobile Image Denoising Dataset with Efficient Baselines CVPR 2024
Deep Equilibrium Diffusion Restoration with Parallel Sampling CVPR 2024
Equivariant Multi-Modality Image Fusion CVPR 2024
Dataset Growth ECCV 2024
InstructIR: High-Quality Image Restoration Following Human Instructions ECCV 2024
Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs ECCV 2024
MoVideo: Motion-Aware Video Generation with Diffusion Models ECCV 2024
Towards Image Ambient Lighting Normalization ECCV 2024
African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification EMNLP 2024
Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models? EMNLP 2024
Stereo Risk: A Continuous Modeling Approach to Stereo Matching ICML 2024
See More Details: Efficient Image Super-Resolution by Experts Mining ICML 2024
BSRAW: Improving Blind RAW Image Super-Resolution WACV 2024
Alignment-free HDR Deghosting with Semantics Consistent Transformer ICCV 2023
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion ICCV 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration CVPR 2023
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion CVPR 2023
Source-free Depth for Object Pop-out ICCV 2023
Perceptual Image Enhancement for Smartphone Real-Time Applications WACV 2023
Fast Online Video Super-Resolution With Deformable Attention Pyramid WACV 2023
CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution CVPR 2023
Audio-Visual Efficient Conformer for Robust Speech Recognition WACV 2023
Graph Transformer GANs for Graph-Constrained House Generation CVPR 2023
Single Image Depth Prediction Made Better: A Multivariate Gaussian Take CVPR 2023
VA-DepthNet: A Variational Approach to Single Image Depth Prediction ICLR 2023
Knowledge Distillation based Degradation Estimation for Blind Super-Resolution ICLR 2023
Basic Binary Convolution Unit for Binarized Image Restoration Network ICLR 2023
Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis ICLR 2023
LART: Neural Correspondence Learning with Latent Regularization Transformer for 3D Motion Transfer NIPS 2023
SQAD: Automatic Smartphone Camera Quality Assessment and Benchmarking ICCV 2023
Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution ICCV 2023
Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement ICCV 2023
Mask-Guided Spectral-Wise Transformer for Efficient Hyperspectral Image Reconstruction CVPR 2022
Arbitrary-Scale Image Synthesis CVPR 2022
RePaint: Inpainting Using Denoising Diffusion Probabilistic Models CVPR 2022
Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model CVPR 2022
Recurrent Video Restoration Transformer with Guided Deformable Attention NIPS 2022
Perceptual Learned Video Compression with Recurrent Conditional GAN IJCAI 2022
Transform Your Smartphone into a DSLR Camera: Learning the ISP in the Wild ECCV 2022
Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction ECCV 2022
Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic Super-Resolution WACV 2022
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging NIPS 2022
Flow-Guided Sparse Transformer for Video Deblurring ICML 2022
Generative Flows With Invertible Attentions CVPR 2022
Revisiting Random Channel Pruning for Neural Network Compression CVPR 2022
HDNet: High-Resolution Dual-Domain Learning for Spectral Compressive Imaging CVPR 2022
Deep Homography for Efficient Stereo Image Compression CVPR 2021
Deep Burst Super-Resolution CVPR 2021
Fourier Space Losses for Efficient Perceptual Image Super-Resolution ICCV 2021
Unsupervised Real-World Image Super Resolution via Domain-Distance Aware Training CVPR 2021
Flow-Based Kernel Prior With Application to Blind Super-Resolution CVPR 2021
DeFlow: Learning Complex Image Degradations From Unpaired Data With Conditional Flows CVPR 2021
The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures CVPR 2021
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution ICCV 2021
Generating Masks From Boxes by Mining Spatio-Temporal Consistencies in Videos ICCV 2021
Towards Flexible Blind JPEG Artifacts Removal ICCV 2021
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution ICCV 2021
Deep Reparametrization of Multi-Frame Super-Resolution and Denoising ICCV 2021
Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling ICCV 2021
Towards Efficient Graph Convolutional Networks for Point Cloud Handling ICCV 2021
Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning WACV 2021
Zero-Pair Image to Image Translation Using Domain Conditional Normalization WACV 2021
Learning Accurate Dense Correspondences and When To Trust Them CVPR 2021
GLU-Net: Global-Local Universal Network for Dense Flow and Correspondences CVPR 2020
Adversarial Sampling for Active Learning WACV 2020
Know Your Surroundings: Exploiting Scene Information for Object Tracking ECCV 2020
SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects ECCV 2020
DHP: Differentiable Meta Pruning via HyperNetworks ECCV 2020
SRFlow: Learning the Super-Resolution Space with Normalizing Flow ECCV 2020
Learning What to Learn for Video Object Segmentation ECCV 2020
Deep Unfolding Network for Image Super-Resolution CVPR 2020
Learning for Video Compression With Hierarchical Quality and Recurrent Enhancement CVPR 2020
Efficient Video Semantic Segmentation with Labels Propagation and Refinement WACV 2020
GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network NIPS 2020
DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation NIPS 2020
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression CVPR 2020
Probabilistic Regression for Visual Tracking CVPR 2020
Self-Guided Network for Fast Image Denoising ICCV 2019
Generative Adversarial Networks for Extreme Learned Image Compression ICCV 2019
3D Appearance Super-Resolution With Deep Learning CVPR 2019
Learning Discriminative Model Prediction for Tracking ICCV 2019
Practical Full Resolution Learned Lossless Image Compression CVPR 2019
Optimal Transport Maps For Distribution Preserving Operations on Latent Spaces of Generative Models ICLR 2019
Learning Filter Basis for Convolutional Neural Network Compression ICCV 2019
Fast Image Restoration With Multi-Bin Trainable Linear Units ICCV 2019
Conditional Probability Models for Deep Image Compression CVPR 2018
Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks CVPR 2018
Towards Image Understanding from Deep Compression Without Decoding ICLR 2018
DSLR-Quality Photos on Mobile Devices With Deep Convolutional Networks ICCV 2017
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations NIPS 2017
Anchored Regression Networks Applied to Age Estimation and Super Resolution ICCV 2017
Some Like It Hot - Visual Guidance for Preference Prediction CVPR 2016
Seven Ways to Improve Example-Based Single Image Super Resolution CVPR 2016
Metric Imitation by Manifold Transfer for Efficient Vision Applications CVPR 2015
Anchored Neighborhood Regression for Fast Example-Based Super-Resolution ICCV 2013
Handling Occlusions with Franken-Classifiers ICCV 2013