Publications

ICML 2026

ImmersePro: End-to-End Stereo Video Synthesis via Implicit Disparity Learning

Jian Shi, Zhenyu Li, Peter Wonka

ICML 2026

arXiv GitHub

SIGGRAPH 2026

DissolveStereo: Coarse Depth Injection for Zero-Shot Stereo Video Generation

Jian Shi, Qian Wang, Zhenyu Li, Wenqing Cui, Ramzi Idoughi, Peter Wonka

ACM SIGGRAPH 2026 (Journal Track) · ACM TOG

arXiv GitHub

CVPR 2026

Any Resolution Any Geometry: From Multi-View to Multi-Patch

Wenqing Cui, Zhenyu Li, Mykola Lavreniuk, Jian Shi, Peter Wonka

CVPR 2026

ICCV 2025

VoxelKP: A Voxel-based Network Architecture for Human Keypoint Estimation in LiDAR Data

Jian Shi, Peter Wonka

ICCV 2025

arXiv GitHub

ICCV 2025

Amodal Depth Anything: Amodal Depth Estimation in the Wild

Zhenyu Li, Mykola Lavreniuk, Jian Shi, Shariq Farooq Bhat, Peter Wonka

ICCV 2025

arXiv GitHub

ICRA-W 2025

Kornia-rs: A Low-Level 3D Computer Vision Library in Rust

Edgar Riba, Jian Shi, Aditya Kumar, Andrew Shen, Gary Bradski

ICRA 2025 — Rust for Robotics (R4R) Workshop

Code

ECCV 2024

Dissolving is Amplifying: Towards Fine-grained Anomaly Detection

Jian Shi, Pengyi Zhang, Ni Zhang, Hakim Ghazzai, Peter Wonka

ECCV 2024

arXiv GitHub

TPAMI

Differentiable Image Data Augmentation and Its Applications: A Survey

Jian Shi, Hakim Ghazzai, Yehia Massoud

IEEE TPAMI, 2024

DOI

EMBC 2024

Leveraging 3D LiDAR Sensors to Enable Enhanced Urban Safety and Public Health

Nawfal Guefrachi, Jian Shi, Hakim Ghazzai, Ahmad Alsharoa

IEEE EMBC 2024

DOI

ISCAS 2023

NeuralPV: A Neural Network Algorithm for PV Power Forecasting

Imran Pervez, Jian Shi, Hakim Ghazzai, Yehia Massoud

IEEE ISCAS 2023

IOVS 2023

Prevalence and Characteristics of Peripapillary Gamma Zone in Children

Xiu Juan Zhang, Duncan Ka Shun Chau, Jian Shi, et al.

Investigative Ophthalmology & Visual Science (IOVS), 2023

DOI

CVPR 2022

TorMentor: Deterministic Dynamic-Path, Data Augmentations with Fractals

Anguelos Nicolaou, Vincent Christlein, Edgar Riba, Jian Shi, Georg Vogeler, Mathias Seuret

CVPR 2022

Retina 2022

A Multitask Deep-Learning System for Assessment of Diabetic Macular Ischemia on OCTA Images

Dawei Yang, Zihan Sun, Jian Shi, Anran Ran, et al.

Retina, 2022

Ophthal. Sci.

Alterations in the Choroidal Sublayers in Relationship to Diabetic Retinopathy Progression

Erica WT Kung, Victor TT Chan, Ziqi Tang, Jian Shi, et al.

Ophthalmology Science, 2022

Acta Ophthal.

Characterization of Macular Choroid in Normal-Tension Glaucoma: a Swept-Source OCT Study

Yu Meng Wang, Vivian WK Hui, Jian Shi, et al.

Acta Ophthalmologica, 2021

ESWA 2021

Artificial Intelligence in Ophthalmopathy and Ultra-wide Field Image: A Survey

Jie Yang, Simon Fong, Han Wang, Jian Shi, et al.

Expert Systems with Applications, 2021

TVST 2021

Deep-learning-based Pre-diagnosis Assessment Module for Retinal Photographs: A Multicenter Study

Vincent Yuen, Anran Ran, Jian Shi, et al.

Translational Vision Science & Technology (TVST), 2021

arXiv 2020

A Survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorch

Edgar Riba, Dmytro Mishkin, Jian Shi, Daniel Ponsa, Francesc Moreno-Noguer, Gary Bradski

arXiv, 2020

arXiv

NeurIPS-W

Differentiable Data Augmentation with Kornia

Jian Shi, Edgar Riba, Dmytro Mishkin, Francesc Moreno, Anguelos Nicolaou

NeurIPS 2020 Workshop on Differentiable Vision

Neurophoton.

AI Deep Learning Algorithm for Discriminating Ungradable OCT 3D Optic Disc Scans

An Ran Ran, Jian Shi, et al.

Neurophotonics, 2019