Boosting Image Recognition with Non-differentiable Constraints. - Xuan Li; Yuchen Lu; Peng Xu; Jizong Peng; Christian Desrosiers; Xue Liu 001 (CoRR, 2019)

Information based Deep Clustering: An experimental study. - Jizong Peng; Christian Desrosiers; Marco Pedersoli (CoRR, 2019)

Mutual information deep regularization for semi-supervised segmentation. - Jizong Peng; Marco Pedersoli; Christian Desrosiers (MIDL, 2020)

Discretely-constrained deep network for weakly supervised segmentation. - Jizong Peng; Hoel Kervadec; Jose Dolz; Ismail Ben Ayed; Marco Pedersoli; Christian Desrosiers (Neural Networks, 2020)

Deep co-training for semi-supervised image segmentation. - Jizong Peng; Guillermo Estrada; Marco Pedersoli; Christian Desrosiers (Pattern Recognit., 2020)

Context-Aware Virtual Adversarial Training for Anatomically-Plausible Segmentation. - Ping Wang 016; Jizong Peng; Marco Pedersoli; Yuanfeng Zhou; Caiming Zhang 001; Christian Desrosiers (MICCAI (1), 2021)

Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels. - Jizong Peng; Ping Wang 016; Christian Desrosiers; Marco Pedersoli (NeurIPS, 2021)

Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization. - Jizong Peng; Marco Pedersoli; Christian Desrosiers (CoRR, 2021)

Self-Paced Contrastive Learning for Semi-supervisedMedical Image Segmentation with Meta-labels. - Jizong Peng; Ping Wang 016; Christian Desrosiers; Marco Pedersoli (CoRR, 2021)

Diversified Multi-prototype Representation for Semi-supervised Segmentation. - Jizong Peng; Christian Desrosiers; Marco Pedersoli (CoRR, 2021)

Self-paced and self-consistent co-training for semi-supervised image segmentation. - Ping Wang 016; Jizong Peng; Marco Pedersoli; Yuanfeng Zhou; Caiming Zhang 001; Christian Desrosiers (Medical Image Anal., 2021)

CAT: Constrained Adversarial Training for Anatomically-Plausible Semi-Supervised Segmentation. - Ping Wang 016; Jizong Peng; Marco Pedersoli; Yuanfeng Zhou; Caiming Zhang 001; Christian Desrosiers (IEEE Trans. Medical Imaging, 2023)

Shape-Aware Joint Distribution Alignment for Cross-Domain Image Segmentation. - Ping Wang 016; Jizong Peng; Marco Pedersoli; Yuanfeng Zhou; Caiming Zhang 001; Christian Desrosiers (IEEE Trans. Medical Imaging, 2023)

DAS3R: Dynamics-Aware Gaussian Splatting for Static Scene Reconstruction. - Kai Xu; Tze Ho Elden Tse; Jizong Peng; Angela Yao (CoRR, 2024)

Boundary-aware information maximization for self-supervised medical image segmentation. - Jizong Peng; Ping Wang 016; Marco Pedersoli; Christian Desrosiers (Medical Image Anal., 2024)

Exploring Inequality: A Multi-Scale Analysis of China's Consumption Carbon Footprint. - Feng Xu; Xinqi Zheng; Minrui Zheng; Dongya Liu; Yin Ma; Jizong Peng; Ye Shen; Xu Han; Mengdi Zhang (ISPRS Int. J. Geo Inf., 2025)

A Constrained Optimization Approach for Gaussian Splatting from Coarsely-posed Images and Noisy Lidar Point Clouds. - Jizong Peng; Tze Ho Elden Tse; Kai Xu; Wenchao Gao; Angela Yao (CoRR, 2025)