Jialei Chen

According to our database, Jialei Chen authored at least 18 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation.

Jialei Chen, Xu Zheng, Danda Pani Paudel, Luc Van Gool, Hiroshi Murase, Daisuke Deguchi

CoRR, June, 2025

BiXFormer: A Robust Framework for Maximizing Modality Effectiveness in Multi-Modal Semantic Segmentation.

Jialei Chen, Xu Zheng, Danda Pani Paudel, Luc Van Gool, Hiroshi Murase, Daisuke Deguchi

CoRR, June, 2025

MLLMs are Deeply Affected by Modality Bias.

Xu Zheng, Chenfei Liao, Yuqian Fu, Kaiyu Lei, Yuanhuiyi Lyu, Lutao Jiang, Bin Ren, Jialei Chen, Jiawen Wang, Chengxin Li, Linfeng Zhang, Danda Pani Paudel, Xuanjing Huang, Yu-Gang Jiang, Nicu Sebe, Dacheng Tao, Luc Van Gool, Xuming Hu

CoRR, May, 2025

Split Matching for Inductive Zero-shot Semantic Segmentation.

Jialei Chen, Xu Zheng, Dongyue Li, Chong Yi, Seigo Ito, Danda Pani Paudel, Luc Van Gool, Hiroshi Murase, Daisuke Deguchi

CoRR, May, 2025

OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation.

Ding Zhong, Xu Zheng, Chenfei Liao, Yuanhuiyi Lyu, Jialei Chen, Shengyang Wu, Linfeng Zhang, Xuming Hu

CoRR, March, 2025

Semantic matters: A constrained approach for zero-shot video action recognition.

Zhenzhen Quan, Jialei Chen, Daisuke Deguchi, Jie Sun, Chenkai Zhang, Yujun Li, Hiroshi Murase

Pattern Recognit., 2025

2024

Toward Explainable End-to-End Driving Models via Simplified Objectification Constraints.

Chenkai Zhang, Daisuke Deguchi, Jialei Chen, Hiroshi Murase

IEEE Trans. Intell. Transp. Syst., October, 2024

Frozen is better than learning: A new design of prototype-based classifier for semantic segmentation.

Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Xu Zheng, Hiroshi Murase

Pattern Recognit., 2024

Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation.

Xu Zheng, Haiwei Xue, Jialei Chen, Yibo Yan, Lutao Jiang, Yuanhuiyi Lyu, Kailun Yang, Linfeng Zhang, Xuming Hu

CoRR, 2024

Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation.

Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Hiroshi Murase

CoRR, 2024

Comprehensive Evaluation of End-to-End Driving Model Explanations for Autonomous Vehicles.

Chenkai Zhang, Daisuke Deguchi, Jialei Chen, Hiroshi Murase

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Pedestrian's Gaze Object Detection in Traffic Scene.

Hiroto Murakami, Jialei Chen, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Centroid Module for Shaping Feature Space in Semantic Segmentation.

Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Hiroshi Murase

Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning, 2024

CROCODILE: Crop-Based Contrastive Discriminative Learning for Enhancing Explainability of End-to-End Driving Models.

Chenkai Zhang, Daisuke Deguchi, Jialei Chen, Zhenzhen Quan, Hiroshi Murase

Proceedings of the Computer Vision - ACCV 2024 Workshops, 2024

2023

Automatic skin lesion classification using a novel densely connected convolutional network integrated with an attention module.

Pufang Shan, Jialei Chen, Chong Fu, Lin Cao, Ming Tie, Chiu-Wing Sham

J. Ambient Intell. Humaniz. Comput., July, 2023

CLIP Is Also a Good Teacher: A New Learning Framework for Inductive Zero-shot Semantic Segmentation.

Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Xu Zheng, Hiroshi Murase

CoRR, 2023

2022

Uncertainty-aware deep co-training for semi-supervised medical image segmentation.

Xu Zheng, Chong Fu, Haoyu Xie, Jialei Chen, Xingwei Wang, Chiu-Wing Sham

Comput. Biol. Medicine, 2022

Uncertainty teacher with dense focal loss for semi-supervised medical image segmentation.

Jialei Chen, Chong Fu, Haoyu Xie, Xu Zheng, Rong Geng, Chiu-Wing Sham

Comput. Biol. Medicine, 2022