Radu Timofte

22

Papers

322

Total Citations

Papers (22)

InstructIR: High-Quality Image Restoration Following Human Instructions

Single-Model and Any-Modality for Video Object Tracking

Complexity Experts are Task-Discriminative Learners for Any Image Restoration

Deep Equilibrium Diffusion Restoration with Parallel Sampling

MoVideo: Motion-Aware Video Generation with Diffusion Models

Learning Transformer-based World Models with Contrastive Predictive Coding

XTrack: Multimodal Training Boosts RGB-X Video Object Trackers

Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs

Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures

Dataset Growth

What You Have is What You Track: Adaptive and Robust Multimodal Tracking

Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks

RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration

PixTalk: Controlling Photorealistic Image Processing and Editing with Language

NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement

Equivariant Multi-Modality Image Fusion

After the Party: Navigating the Mapping From Color to Ambient Lighting

ReCap: Better Gaussian Relighting with Cross-Environment Captures

Real-World Mobile Image Denoising Dataset with Efficient Baselines

Stereo Risk: A Continuous Modeling Approach to Stereo Matching

See More Details: Efficient Image Super-Resolution by Experts Mining