Radu Timofte

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