Guest Editorial: Introduction to the Special Section on Computational Photography Computational Imaging for Long-Term Prediction of Solar Irradiance High-Performance Real-World Optical Computing Trained by in Situ Gradient-Based Model-Free Optimization HOLI-1-to-3: Transient-Enhanced Holistic Image-to-3D Generation NeMF: Neural Microphysics Fields Test-Time Training for Hyperspectral Image Super-Resolution Textureless Deformable Object Tracking With Invisible Markers Z-Splat: Z-Axis Gaussian Splatting for Camera-Sonar Fusion Aberration-Aware Depth-From-Focus Supervision by Denoising Count-Free Single-Photon 3D Imaging With Race Logic Using Zodiacal Light for Spaceborne Calibration of Polarimetric Imagers CoIR: Compressive Implicit Radar Isolating Signals in Passive Non-Line-of-Sight Imaging Using Spectral Content MagicTime: Time-Lapse Video Generation Models as Metamorphic Simulators General 3D Vision-Language Model With Fast Rendering and Pre-Training Vision-Language Alignment MOWA: Multiple-in-One Image Warping Model Learning Lens Blur Fields Image Lens Flare Removal Using Adversarial Curve Learning Contrastive Learning via Variational Information Bottleneck Data ID Extraction Networks for Unsupervised Class- and Classifier-Free Detection of Adversarial Examples StabStitch++: Unsupervised Online Video Stitching With Spatiotemporal Bidirectional Warps Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates A Reverse Causal Framework to Mitigate Spurious Correlations for Debiasing Scene Graph Generation Cascaded Dynamic Memory Refinement and Semantic Alignment for Exo-to-Ego Cross-View Video Generation Efficient Diffusion Models: A Comprehensive Survey From Principles to Practices Visibility-Aware Multi-View Stereo by Surface Normal Weighting for Occlusion Robustness Otter: A Multi-Modal Model With In-Context Instruction Tuning Fast and Interpretable 2D Homography Decomposition: Similarity-Kernel-Similarity and Affine-Core-Affine Transformations OmniFuse: Composite Degradation-Robust Image Fusion With Language-Driven Semantics Revisit Weakly Supervised Hashing With Deep Multi-Modal Foundation Models Reliable and Balanced Transfer Learning for Generalized Multimodal Face Anti-Spoofing DELBO: Efficient Score Algorithm for Feature Selection on Latent Variables of VAE Toward Interactive Sound Source Localization: Better Align Sight and Sound! Text to Image for Multi-Label Image Recognition With Joint Prompt-Adapter Learning Benchmarking and Analyzing Generative Data for Visual Recognition Compositional Physical Reasoning of Objects and Events From Videos Spatial Re-Parameterization for N:M Sparsity LLaFS++: Few-Shot Image Segmentation With Large Language Models Advanced Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection MoBluRF: Motion Deblurring Neural Radiance Fields for Blurry Monocular Video QDNet: Query-Denoising Network for Visual Traffic Knowledge Graph Generation Keystate-Driven Long-Term Generation of Bimanual Object Manipulation Sequences Long Short-Term Knowledge Decomposition and Consolidation for Lifelong Person Re-Identification Bridging Dimensions in Fingerprints to Advance Distinctiveness: Recovering 3D Minutiae From a Single Contactless 2D Fingerprint Image Segment Concealed Objects With Incomplete Supervision Heterophily-Aware Representation Learning on Heterogeneous Graphs BlackboxBench: A Comprehensive Benchmark of Black-Box Adversarial Attacks Event Cameras Meet SPADs for High-Speed, Low-Bandwidth Imaging Non-Rigid Point Cloud Registration via Anisotropic Hybrid Field Harmonization