Uncertainty teacher with dense focal loss for semi-supervised medical image segmentation. - Jialei Chen 001; Chong Fu 001; Haoyu Xie; Xu Zheng 002; Rong Geng; Chiu-Wing Sham (Comput. Biol. Medicine, 2022)

Uncertainty-aware deep co-training for semi-supervised medical image segmentation. - Xu Zheng 002; Chong Fu 001; Haoyu Xie; Jialei Chen 001; Xingwei Wang 001; Chiu-Wing Sham (Comput. Biol. Medicine, 2022)

CLIP Is Also a Good Teacher: A New Learning Framework for Inductive Zero-shot Semantic Segmentation. - Jialei Chen 001; Daisuke Deguchi; Chenkai Zhang; Xu Zheng 002; Hiroshi Murase (CoRR, 2023)

Automatic skin lesion classification using a novel densely connected convolutional network integrated with an attention module. - Pufang Shan; Jialei Chen 001; Chong Fu 001; Lin Cao 003; Ming Tie; Chiu-Wing Sham (J. Ambient Intell. Humaniz. Comput., 2023)

CROCODILE: Crop-Based Contrastive Discriminative Learning for Enhancing Explainability of End-to-End Driving Models. - Chenkai Zhang; Daisuke Deguchi; Jialei Chen 001; Zhenzhen Quan; Hiroshi Murase (ACCV Workshops (2), 2024)

Centroid Module for Shaping Feature Space in Semantic Segmentation. - Jialei Chen 001; Daisuke Deguchi; Chenkai Zhang; Hiroshi Murase (CACML, 2024)

Pedestrian's Gaze Object Detection in Traffic Scene. - Hiroto Murakami; Jialei Chen 001; Daisuke Deguchi; Takatsugu Hirayama; Yasutomo Kawanishi; Hiroshi Murase (VISIGRAPP (2): VISAPP, 2024)

Comprehensive Evaluation of End-to-End Driving Model Explanations for Autonomous Vehicles. - Chenkai Zhang; Daisuke Deguchi; Jialei Chen 001; Hiroshi Murase (VISIGRAPP (2): VISAPP, 2024)

Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation. - Jialei Chen 001; Daisuke Deguchi; Chenkai Zhang; Hiroshi Murase (CoRR, 2024)

Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation. - Xu Zheng 002; Haiwei Xue; Jialei Chen 001; Yibo Yan; Lutao Jiang; Yuanhuiyi Lyu; Kailun Yang 001; Linfeng Zhang 001; Xuming Hu (CoRR, 2024)

Frozen is better than learning: A new design of prototype-based classifier for semantic segmentation. - Jialei Chen 001; Daisuke Deguchi; Chenkai Zhang; Xu Zheng 002; Hiroshi Murase (Pattern Recognit., 2024)

Toward Explainable End-to-End Driving Models via Simplified Objectification Constraints. - Chenkai Zhang; Daisuke Deguchi; Jialei Chen 001; Hiroshi Murase (IEEE Trans. Intell. Transp. Syst., 2024)

Semantic matters: A constrained approach for zero-shot video action recognition. - Zhenzhen Quan; Jialei Chen 001; Daisuke Deguchi; Jie Sun; Chenkai Zhang; Yujun Li; Hiroshi Murase (Pattern Recognit., 2025)

OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation. - Ding Zhong; Xu Zheng 002; Chenfei Liao; Yuanhuiyi Lyu; Jialei Chen 001; Shengyang Wu; Linfeng Zhang 001; Xuming Hu (CoRR, 2025)

Split Matching for Inductive Zero-shot Semantic Segmentation. - Jialei Chen 001; Xu Zheng 002; Dongyue Li; Chong Yi; Seigo Ito; Danda Pani Paudel; Luc Van Gool; Hiroshi Murase; Daisuke Deguchi (CoRR, 2025)

MLLMs are Deeply Affected by Modality Bias. - Xu Zheng 002; Chenfei Liao; Yuqian Fu; Kaiyu Lei; Yuanhuiyi Lyu; Lutao Jiang; Bin Ren; Jialei Chen 001; Jiawen Wang; Chengxin Li; Linfeng Zhang 001; Danda Pani Paudel; et al. (CoRR, 2025)

BiXFormer: A Robust Framework for Maximizing Modality Effectiveness in Multi-Modal Semantic Segmentation. - Jialei Chen 001; Xu Zheng 002; Danda Pani Paudel; Luc Van Gool; Hiroshi Murase; Daisuke Deguchi (CoRR, 2025)

Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation. - Jialei Chen 001; Xu Zheng 002; Danda Pani Paudel; Luc Van Gool; Hiroshi Murase; Daisuke Deguchi (CoRR, 2025)