Boxin Shi

125 papers · 2015–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (9) 🗺️ Taxonomy Completionist (104) 🏠 Conference Loyalist (23) 🏆 Keyword Champion (7) 🔬 Deep Specialist (39) 🤝 Dynamic Duo (29) 🚀 Conference Pioneer 🗃️ Keyword Collector (455) 💎 Century Club (125) ⚡ Prolific Year (22) 🔥 Unstoppable (11) ❓ The Questioner (4) 📈 Trend Setter

Conferences

CVPR (59) ICCV (23) ECCV (15) NIPS (14) AAAI (11) ICML (1) IJCAI (1) WACV (1)

Top co-authors

Chao Xu (29) Shuchen Weng (16) Si Li (16) Chu Zhou (15) Chang Xu (14) Tiejun Huang (11) Heng Guo (11) Peiqi Duan (11) Jinxiu Liang (11) Renjie Wan (10)

Research topics

Computer Vision (1) Core AI (1)

Keywords

3d reconstruction (18) event camera (18) photometric stereo (18) image restoration (17) image reconstruction (13) surface normal estimation (12) neural network (12) depth estimation (10) convolutional neural network (9) neural radiance field (8) high dynamic range (8) computer vision (7) image processing (6) reflection removal (6) model compression (6) novel view synthesis (5) surface normal (5) image generation (5) generative adversarial network (5) diffusion model (5)

Papers

Zero-Shot Low-Light Image Enhancement via Latent Diffusion Models AAAI 2025

PlaNet: Learning to Mitigate Atmospheric Turbulence in Planetary Images AAAI 2025

Polarization Guided Mask-Free Shadow Removal AAAI 2025

BokehDiff: Neural Lens Blur with One-Step Diffusion ICCV 2025

Spk2ImgMamba: Spiking Camera Image Reconstruction with Multi-Scale State Space Models WACV 2025

Event-guided HDR Reconstruction with Diffusion Priors ICCV 2025

Active Hyperspectral Imaging Using an Event Camera CVPR 2025

Unified Reconstruction of Static and Dynamic Scenes from Events CVPR 2025

PhyS-EdiT: Physics-aware Semantic Image Editing with Text Description CVPR 2025

EventPSR: Surface Normal and Reflectance Estimation from Photometric Stereo Using an Event Camera CVPR 2025

PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution CVPR 2025

VIRES: Video Instance Repainting via Sketch and Text Guided Generation CVPR 2025

SpecTRe-GS: Modeling Highly Specular Surfaces with Reflected Nearby Objects by Tracing Rays in 3D Gaussian Splatting CVPR 2025

SpikeDiff: Zero-shot High-Quality Video Reconstruction from Chromatic Spike Camera and Sub-millisecond Spike Streams ICCV 2025

PolarAnything: Diffusion-based Polarimetric Image Synthesis ICCV 2025

EventUPS: Uncalibrated Photometric Stereo Using an Event Camera ICCV 2025

Polarimetric Neural Field via Unified Complex-Valued Wave Representation ICCV 2025

Asynchronous Event Error-Minimizing Noise for Safeguarding Event Dataset ICCV 2025

PolGS: Polarimetric Gaussian Splatting for Fast Reflective Surface Reconstruction ICCV 2025

AdaptiveAE: An Adaptive Exposure Strategy for HDR Capturing in Dynamic Scenes ICCV 2025

Event-based Visual Vibrometry ICCV 2025

Real-time 3D-aware Portrait Video Relighting CVPR 2024

NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images CVPR 2024

EventPS: Real-Time Photometric Stereo Using an Event Camera CVPR 2024

Complementing Event Streams and RGB Frames for Hand Mesh Reconstruction CVPR 2024

VMINer: Versatile Multi-view Inverse Rendering with Near- and Far-field Light Sources CVPR 2024

Towards HDR and HFR Video from Rolling-Mixed-Bit Spikings CVPR 2024

Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image Domain NIPS 2024

Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras NIPS 2024

SfPUEL: Shape from Polarization under Unknown Environment Light NIPS 2024

Quality-Improved and Property-Preserved Polarimetric Imaging via Complementarily Fusing NIPS 2024

Colorizing Monochromatic Radiance Fields AAAI 2024

Pano-NeRF: Synthesizing High Dynamic Range Novel Views with Geometry from Sparse Low Dynamic Range Panoramic Images AAAI 2024

L-DiffER: Single Image Reflection Removal with Language-based Diffusion Model ECCV 2024

Real-data-driven 2000 FPS Color Video from Mosaicked Chromatic Spikes ECCV 2024

Imaging Interiors: An Implicit Solution to Electromagnetic Inverse Scattering Problems ECCV 2024

NB-GTR: Narrow-Band Guided Turbulence Removal CVPR 2024

DiLiGenRT: A Photometric Stereo Dataset with Quantified Roughness and Translucency CVPR 2024

EvDiG: Event-guided Direct and Global Components Separation CVPR 2024

Language-guided Image Reflection Separation CVPR 2024

Latency Correction for Event-guided Deblurring and Frame Interpolation CVPR 2024

Spin-UP: Spin Light for Natural Light Uncalibrated Photometric Stereo CVPR 2024

Neural Underwater Scene Representation CVPR 2024

DiLiGenT-Pi: Photometric Stereo for Planar Surfaces with Rich Details - Benchmark Dataset and Beyond ICCV 2023

Slow and Weak Attractor Computation Embedded in Fast and Strong E-I Balanced Neural Dynamics NIPS 2023

LuminAIRe: Illumination-Aware Conditional Image Repainting for Lighting-Realistic Generation NIPS 2023

L-CAD: Language-based Colorization with Any-level Descriptions using Diffusion Priors NIPS 2023

Polarization-Aware Low-Light Image Enhancement AAAI 2023

High-Fidelity Event-Radiance Recovery via Transient Event Frequency CVPR 2023

Complementary Intrinsics From Neural Radiance Fields and CNNs for Outdoor Scene Relighting CVPR 2023

L-CoIns: Language-Based Colorization With Instance Awareness CVPR 2023

Learning Event Guided High Dynamic Range Video Reconstruction CVPR 2023

DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering CVPR 2023

Occlusion-Free Scene Recovery via Neural Radiance Fields CVPR 2023

All-in-Focus Imaging From Event Focal Stack CVPR 2023

1000 FPS HDR Video With a Spike-RGB Hybrid Camera CVPR 2023

Affective Image Filter: Reflecting Emotions from Text to Images ICCV 2023

Coherent Event Guided Low-Light Video Enhancement ICCV 2023

ReLeaPS : Reinforcement Learning-based Illumination Planning for Generalized Photometric Stereo ICCV 2023

Non-Lambertian Multispectral Photometric Stereo via Spectral Reflectance Decomposition IJCAI 2023

UniCoRN: A Unified Conditional Image Repainting Network CVPR 2022

Data Association between Event Streams and Intensity Frames under Diverse Baselines ECCV 2022

Instance Contour Adjustment via Structure-Driven CNN ECCV 2022

Real-Time Intermediate Flow Estimation for Video Frame Interpolation ECCV 2022

L-CoDer: Language-Based Colorization with Color-Object Decoupling Transformer ECCV 2022

L-CoDe:Language-Based Colorization Using Color-Object Decoupled Conditions AAAI 2022

Neural Transmitted Radiance Fields NIPS 2022

DiLiGenT102: A Photometric Stereo Benchmark Dataset With Controlled Shape and Material Variation CVPR 2022

Optical Flow Estimation for Spiking Camera CVPR 2022

EvUnroll: Neuromorphic Events Based Rolling Shutter Image Correction CVPR 2022

Bilateral Normal Integration ECCV 2022

Estimating Spatially-Varying Lighting in Urban Scenes with Disentangled Representation ECCV 2022

NEST: Neural Event Stack for Event-Based Image Enhancement ECCV 2022

CT2: Colorization Transformer via Color Tokens ECCV 2022

Learning to dehaze with polarization NIPS 2021

High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras CVPR 2021

Single Image Reflection Removal With Absorption Effect CVPR 2021

Normal Integration via Inverse Plane Fitting With Minimum Point-to-Plane Distance CVPR 2021

Spatially-Varying Outdoor Lighting Estimation From Intrinsics CVPR 2021

EvIntSR-Net: Event Guided Multiple Latent Frames Reconstruction and Super-Resolution ICCV 2021

EventZoom: Learning To Denoise and Super Resolve Neuromorphic Events CVPR 2021

Panoramic Image Reflection Removal CVPR 2021

Multispectral Photometric Stereo for Spatially-Varying Spectral Reflectances: A Well Posed Problem? CVPR 2021

UnModNet: Learning to Unwrap a Modulo Image for High Dynamic Range Imaging NIPS 2020

Group Contextual Encoding for 3D Point Clouds NIPS 2020

GPS-Net: Graph-based Photometric Stereo Network NIPS 2020

MISC: Multi-Condition Injection and Spatially-Adaptive Compositing for Conditional Person Image Synthesis CVPR 2020

On Positive-Unlabeled Classification in GAN CVPR 2020

AdderNet: Do We Really Need Multiplications in Deep Learning? CVPR 2020

Joint Filtering of Intensity Images and Neuromorphic Events for High-Resolution Noise-Robust Imaging CVPR 2020

CARS: Continuous Evolution for Efficient Neural Architecture Search CVPR 2020

DIST: Rendering Deep Implicit Signed Distance Function With Differentiable Sphere Tracing CVPR 2020

A Semi-Supervised Assessor of Neural Architectures CVPR 2020

Neuromorphic Camera Guided High Dynamic Range Imaging CVPR 2020

Frequency Domain Compact 3D Convolutional Neural Networks CVPR 2020

What Does Plate Glass Reveal About Camera Calibration? CVPR 2020

Stereoscopic Flash and No-Flash Photography for Shape and Albedo Recovery CVPR 2020

Reflection Scene Separation From a Single Image CVPR 2020

Conditional Image Repainting via Semantic Bridge and Piecewise Value Function ECCV 2020

What is Learned in Deep Uncalibrated Photometric Stereo? ECCV 2020

FHDe²Net: Full High Definition Demoireing Network ECCV 2020

Deep Shape from Polarization ECCV 2020

Reborn Filters: Pruning Convolutional Neural Networks with Limited Data AAAI 2020

Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks AAAI 2020

Distilling Portable Generative Adversarial Networks for Image Translation AAAI 2020

Data-Free Learning of Student Networks ICCV 2019

SPLINE-Net: Sparse Photometric Stereo Through Lighting Interpolation and Normal Estimation Networks ICCV 2019

Learning from Bad Data via Generation NIPS 2019

LegoNet: Efficient Convolutional Neural Networks with Lego Filters ICML 2019

Reflection Separation using a Pair of Unpolarized and Polarized Images NIPS 2019

Self-Calibrating Deep Photometric Stereo Networks CVPR 2019

Smooth Deep Image Generator from Noises AAAI 2019

Mop Moire Patterns Using MopNet ICCV 2019

Learning to Jointly Generate and Separate Reflections ICCV 2019

Self-Calibrating Polarising Radiometric Calibration CVPR 2018

Uncalibrated Photometric Stereo Under Natural Illumination CVPR 2018

CRRN: Multi-Scale Guided Concurrent Reflection Removal Network CVPR 2018

Depth-Aware Stereo Video Retargeting CVPR 2018

A Microfacet-Based Reflectance Model for Photometric Stereo With Highly Specular Surfaces ICCV 2017

Radiometric Calibration for Internet Photo Collections CVPR 2017

Benchmarking Single-Image Reflection Removal Algorithms ICCV 2017

Polarimetric Multi-View Stereo CVPR 2017

A Benchmark Dataset and Evaluation for Non-Lambertian and Uncalibrated Photometric Stereo CVPR 2016

Polarized 3D: High-Quality Depth Sensing With Polarization Cues ICCV 2015

Photometric Stereo With Small Angular Variations ICCV 2015