Image Reconstruction

Spectrum from Defocus: Fast Spectral Imaging with Chromatic Focal Stack CVPR 2026 Spk2VidNet: A Hierarchical Recurrent Architecture for High-Fidelity Video Reconstruction from Long Spike-Camera Streams CVPR 2026 SR3R: Rethinking Super-Resolution 3D Reconstruction With Feed-Forward Gaussian Splatting CVPR 2026 T1-PILOT: Physics-Informed Learned Optimized Trajectories for T1 Mapping Acceleration MIDL 2026 Taming Generative Diffusion Model for Task-Oriented Infrared Imaging CVPR 2026 The Midas Touch for Metric Depth CVPR 2026 The Missing GAP: From Solving Square Jigsaw Puzzles to Handling Real World Archaeological Fragments CVPR 2026 Toward Real-world Infrared Image Super-Resolution: A Unified Autoregressive Framework and Benchmark Dataset CVPR 2026 UltraG-Ray: Physics-Based Gaussian Ray Casting for Novel Ultrasound View Synthesis MIDL 2026 Unblur-SLAM: Dense Neural SLAM for Blurry Inputs CVPR 2026 Urban-GS: A Unified 3D Gaussian Splatting Framework for Compact and High-Fidelity Aerial-to-Street Reconstruction CVPR 2026 Variance Reduction for Non-Log-Concave Sampling with Applications to Inverse Problems UAI 2026 VEMamba: Efficient Isotropic Reconstruction of Volume Electron Microscopy with Axial-Lateral Consistent Mamba CVPR 2026 VoDaSuRe: A Large-Scale Dataset Revealing Domain Shift in Volumetric Super-Resolution CVPR 2026 What Your Features Reveal: Data-Efficient Black-Box Feature Inversion Attack for Split DNNs CVPR 2026 X-band Radar Non-Line-of-Sight Imaging CVPR 2026 CryoGEN: Generative Energy-based Models for Cryogenic Electron Tomography Reconstruction ICLR 2025 Family of Deep Image Prior Networks for Accelerated 3D LGE-MRI Acquisition with Enhanced Reconstruction MIDL 2025 GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRI MIDL 2025 LOTUS: Latent Outpainting Diffusion Model for Three-Dimensional Ultrasound Stitching MIDL 2025 Neural fields for tissue attenuation curve reconstruction in sparsely sampled time-resolved CT MIDL 2025 UNSURE: self-supervised learning with Unknown Noise level and Stein's Unbiased Risk Estimate ICLR 2025 ColorMamba: Towards High-quality NIR-to-RGB Spectral Translation with Mamba ACML 2024 Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI CVPR 2024 LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction NeurIPS 2024