Radu Timofte
121 publications
16 venues
H Index 48
Affiliation
University of W rzburg, GermanyLinks
| Name | Venue | Year | citations |
|---|---|---|---|
Calibration-Free Raw Image Denoising via Fine-Grained Noise Estimation.
|
TPAMI | 2025 | 7 |
| RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety.
|
CVPR | 2025 | 1 |
| Accurate and Efficient World Modeling with Masked Latent Transformers.
|
ICML | 2025 | 3 |
| Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model.
|
ACL | 2025 | 1 |
| Learning Transformer-based World Models with Contrastive Predictive Coding.
|
ICLR | 2025 | 14 |
| Steering Prediction via a Multi-Sensor System for Autonomous Racing.
|
ICRA | 2025 | 0 |
| Complexity Experts are Task-Discriminative Learners for Any Image Restoration.
|
CVPR | 2025 | 0 |
| ReCap: Better Gaussian Relighting with Cross-Environment Captures.
|
CVPR | 2025 | 0 |
| DiffI2I: Efficient Diffusion Model for Image-to-Image Translation.
|
TPAMI | 2025 | 0 |
| Towards Image Ambient Lighting Normalization.
|
ECCV | 2024 | 13 |
| Dataset Growth.
|
ECCV | 2024 | 4 |
| See More Details: Efficient Image Super-Resolution by Experts Mining.
|
ICML | 2024 | 32 |
| Stereo Risk: A Continuous Modeling Approach to Stereo Matching.
|
ICML | 2024 | 8 |
| African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification.
|
EMNLP | 2024 | 24 |
| InstructIR: High-Quality Image Restoration Following Human Instructions.
|
ECCV | 2024 | 126 |
| MoVideo: Motion-Aware Video Generation with Diffusion Model.
|
ECCV | 2024 | 24 |
| Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models?
|
EMNLP | 2024 | 3 |
| Real-World Mobile Image Denoising Dataset with Efficient Baselines.
|
CVPR | 2024 | 13 |
| Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs.
|
ECCV | 2024 | 7 |
| Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations.
|
ACL | 2024 | 2 |
| NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement.
|
AAAI | 2024 | 0 |
| Equivariant Multi-Modality Image Fusion.
|
CVPR | 2024 | 0 |
| Deep Equilibrium Diffusion Restoration with Parallel Sampling.
|
CVPR | 2024 | 0 |
| Single-Model and Any-Modality for Video Object Tracking.
|
CVPR | 2024 | 0 |
| Event-Free Moving Object Segmentation from Moving Ego Vehicle.
|
IROS | 2024 | 0 |
| Efficient and Explicit Modelling of Image Hierarchies for Image Restoration.
|
CVPR | 2023 | 293 |
| Alignment-free HDR Deghosting with Semantics Consistent Transformer.
|
ICCV | 2023 | 34 |
| VA-DepthNet: A Variational Approach to Single Image Depth Prediction.
|
ICLR | 2023 | 73 |
| DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion.
|
ICCV | 2023 | 310 |
| LART: Neural Correspondence Learning with Latent Regularization Transformer for 3D Motion Transfer.
|
NIPS/NeurIPS | 2023 | 10 |
| Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution.
|
ICCV | 2023 | 51 |
| Graph Transformer GANs for Graph-Constrained House Generation.
|
CVPR | 2023 | 32 |
| SQAD: Automatic Smartphone Camera Quality Assessment and Benchmarking.
|
ICCV | 2023 | 5 |
| Single Image Depth Prediction Made Better: A Multivariate Gaussian Take.
|
CVPR | 2023 | 20 |
| Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement.
|
ICCV | 2023 | 534 |
| CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion.
|
CVPR | 2023 | 0 |
| CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution.
|
CVPR | 2023 | 0 |
| Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis.
|
ICLR | 2023 | 0 |
| Basic Binary Convolution Unit for Binarized Image Restoration Network.
|
ICLR | 2023 | 0 |
| Knowledge Distillation based Degradation Estimation for Blind Super-Resolution.
|
ICLR | 2023 | 0 |
| LocalViT: Analyzing Locality in Vision Transformers.
|
IROS | 2023 | 0 |
| Source-free Depth for Object Pop-out.
|
ICCV | 2023 | 0 |
| PDC-Net+: Enhanced Probabilistic Dense Correspondence Network.
|
TPAMI | 2023 | 0 |
| Flow-Guided Sparse Transformer for Video Deblurring.
|
ICML | 2022 | 78 |
| Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging.
|
NIPS/NeurIPS | 2022 | 185 |
| HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging.
|
CVPR | 2022 | 222 |
| Transform Your Smartphone into a DSLR Camera: Learning the ISP in the Wild.
|
ECCV | 2022 | 12 |
| Arbitrary-Scale Image Synthesis.
|
CVPR | 2022 | 23 |
| RePaint: Inpainting using Denoising Diffusion Probabilistic Models.
|
CVPR | 2022 | 1937 |
| Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction.
|
ECCV | 2022 | 178 |
| Recurrent Video Restoration Transformer with Guided Deformable Attention.
|
NIPS/NeurIPS | 2022 | 242 |
| Revisiting Random Channel Pruning for Neural Network Compression.
|
CVPR | 2022 | 109 |
| Enhanced Super-Resolution Training via Mimicked Alignment for Real-World Scenes.
|
ACCV | 2022 | 0 |
| Perceptual Learned Video Compression with Recurrent Conditional GAN.
|
IJCAI | 2022 | 0 |
| Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction.
|
CVPR | 2022 | 0 |
| Generative Flows with Invertible Attentions.
|
CVPR | 2022 | 0 |
| Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model.
|
CVPR | 2022 | 0 |
| Plug-and-Play Image Restoration With Deep Denoiser Prior.
|
TPAMI | 2022 | 0 |
| Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling.
|
ICCV | 2021 | 121 |
| Deep Homography for Efficient Stereo Image Compression.
|
CVPR | 2021 | 49 |
| Fourier Space Losses for Efficient Perceptual Image Super-Resolution.
|
ICCV | 2021 | 187 |
| Deep Burst Super-Resolution.
|
CVPR | 2021 | 156 |
| Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution.
|
ICCV | 2021 | 94 |
| Learning Accurate Dense Correspondences and When To Trust Them.
|
CVPR | 2021 | 159 |
| Towards Efficient Graph Convolutional Networks for Point Cloud Handling.
|
ICCV | 2021 | 32 |
| Towards Flexible Blind JPEG Artifacts Removal.
|
ICCV | 2021 | 138 |
| Deep Reparametrization of Multi-Frame Super-Resolution and Denoising.
|
ICCV | 2021 | 74 |
| Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos.
|
ICCV | 2021 | 19 |
| DeFlow: Learning Complex Image Degradations From Unpaired Data With Conditional Flows.
|
CVPR | 2021 | 49 |
| Designing a Practical Degradation Model for Deep Blind Image Super-Resolution.
|
ICCV | 2021 | 845 |
| Local Memory Attention for Fast Video Semantic Segmentation.
|
IROS | 2021 | 37 |
| Flow-Based Kernel Prior With Application to Blind Super-Resolution.
|
CVPR | 2021 | 150 |
| MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search.
|
ICRA | 2021 | 0 |
| Fast Few-Shot Classification by Few-Iteration Meta-Learning.
|
ICRA | 2021 | 0 |
| The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures.
|
CVPR | 2021 | 0 |
| Unsupervised Real-World Image Super Resolution via Domain-Distance Aware Training.
|
CVPR | 2021 | 0 |
| Deep Unfolding Network for Image Super-Resolution.
|
CVPR | 2020 | 637 |
| DHP: Differentiable Meta Pruning via HyperNetworks.
|
ECCV | 2020 | 134 |
| SRFlow: Learning the Super-Resolution Space with Normalizing Flow.
|
ECCV | 2020 | 410 |
| DeepSEE: Deep Disentangled Semantic Explorative Extreme Super-Resolution.
|
ACCV | 2020 | 34 |
| GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network.
|
NIPS/NeurIPS | 2020 | 84 |
| DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation.
|
NIPS/NeurIPS | 2020 | 189 |
| Know Your Surroundings: Exploiting Scene Information for Object Tracking.
|
ECCV | 2020 | 378 |
| Probabilistic Regression for Visual Tracking.
|
CVPR | 2020 | 638 |
| Learning for Video Compression With Hierarchical Quality and Recurrent Enhancement.
|
CVPR | 2020 | 235 |
| Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression.
|
CVPR | 2020 | 208 |
| SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects.
|
ECCV | 2020 | 81 |
| Learning What to Learn for Video Object Segmentation.
|
ECCV | 2020 | 173 |
| GLU-Net: Global-Local Universal Network for Dense Flow and Correspondences.
|
CVPR | 2020 | 0 |
| Learned Dynamic Guidance for Depth Image Reconstruction.
|
TPAMI | 2020 | 0 |
| Self-Guided Network for Fast Image Denoising.
|
ICCV | 2019 | 185 |
| Fast Image Restoration With Multi-Bin Trainable Linear Units.
|
ICCV | 2019 | 19 |
| Learning Filter Basis for Convolutional Neural Network Compression.
|
ICCV | 2019 | 103 |
| Learning Discriminative Model Prediction for Tracking.
|
ICCV | 2019 | 1266 |
| 3D Appearance Super-Resolution With Deep Learning.
|
CVPR | 2019 | 33 |
| Night-to-Day Image Translation for Retrieval-based Localization.
|
ICRA | 2019 | 0 |
| Practical Full Resolution Learned Lossless Image Compression.
|
CVPR | 2019 | 0 |
| Generative Adversarial Networks for Extreme Learned Image Compression.
|
ICCV | 2019 | 0 |
| Conditional Probability Models for Deep Image Compression.
|
CVPR | 2018 | 522 |
| Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks.
|
CVPR | 2018 | 0 |
| Anchored Regression Networks Applied to Age Estimation and Super Resolution.
|
ICCV | 2017 | 59 |
| Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations.
|
NIPS/NeurIPS | 2017 | 520 |
| DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks.
|
ICCV | 2017 | 568 |
| k^2 k 2 -means for Fast and Accurate Large Scale Clustering.
|
ECML/PKDD | 2017 | 3 |
| From Face Images and Attributes to Attributes.
|
ACCV | 2016 | 29 |
| Fast Optical Flow Using Dense Inverse Search.
|
ECCV | 2016 | 370 |
| Seven Ways to Improve Example-Based Single Image Super Resolution.
|
CVPR | 2016 | 0 |
| Some Like It Hot - Visual Guidance for Preference Prediction.
|
CVPR | 2016 | 0 |
| Metric imitation by manifold transfer for efficient vision applications.
|
CVPR | 2015 | 29 |
| A+: Adjusted Anchored Neighborhood Regression for Fast Super-Resolution.
|
ACCV | 2014 | 1504 |
| Using a Deformation Field Model for Localizing Faces and Facial Points under Weak Supervision.
|
CVPR | 2014 | 17 |
| Anchored Neighborhood Regression for Fast Example-Based Super-Resolution.
|
ICCV | 2013 | 1275 |
| Handling Occlusions with Franken-Classifiers.
|
ICCV | 2013 | 154 |
| Traffic sign recognition - How far are we from the solution?
|
IJCNN | 2013 | 0 |
| Stixels Motion Estimation without Optical Flow Computation.
|
ECCV | 2012 | 16 |
| Automatic Stave Discovery for Musical Facsimiles.
|
ACCV | 2012 | 9 |
| Naive Bayes Image Classification: Beyond Nearest Neighbors.
|
ACCV | 2012 | 28 |
| Iterative Nearest Neighbors for classification and dimensionality reduction.
|
CVPR | 2012 | 36 |
| Pedestrian detection at 100 frames per second.
|
CVPR | 2012 | 620 |
| Hough Transform and 3D SURF for Robust Three Dimensional Classification.
|
ECCV | 2010 | 386 |
| Four Color Theorem for Fast Early Vision.
|
ACCV | 2010 | 3 |