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Qingsen Yan

Northwestern Polytechnical University

SCHOLARLY PAPERS

3

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65

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0

Scholarly Papers (3)

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1.

Text-Guided Continual Semantic Segmentation Using Class-specific Prompt Pools

Number of pages: 32 Posted: 23 Dec 2025
Xiaowen Ma, Weiyu Zhou, Chang Han, Shengqiang Liu, Qingsen Yan and Yanning Zhang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Northwestern Polytechnical University and Northwestern Polytechnic University (NPU) - School of Computer Science and Engineering
Downloads 25 (1,385,945)

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Continual Learning, Prompt Pool, Continual Semantic Segmentation, Catastrophic Forgetting

2.

Ddgsr: A Practical Diffusion-Style Discriminator for Gan-Based Single Image Super-Resolution

Number of pages: 33 Posted: 21 Aug 2025
Axi Niu, Zhang Kang, Joshua Tian Jin Tee, Qingsen Yan, Sun Wei, Jinqiu Sun, In So Kweon and Yanning Zhang
Northwestern Polytechnic University (NPU), affiliation not provided to SSRN, affiliation not provided to SSRN, Northwestern Polytechnical University, Northwestern Polytechnic University (NPU) - School of Computer Science and Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN and Northwestern Polytechnic University (NPU) - School of Computer Science and Engineering
Downloads 23 (1,411,822)

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Single image super-resolution, Generative Adversarial Network, Adversarial optimization, Real-world image super-resolution

3.

MMCR: Advancing Visual Language Models for Multimodal Multi-Turn Contextual Reasoning

Number of pages: 35 Posted: 05 Mar 2026
Dawei Yan, Yang Li, Qing-guo Chen, Weihua Luo, Peng Wang, Wei Dong, Qingsen Yan and Haokui Zhang
Northwestern Polytechnical University, Alibaba Group, Alibaba Group, Alibaba Group, Northwestern Polytechnic University (NPU), affiliation not provided to SSRN, Northwestern Polytechnical University and Northwestern Polytechnical University
Downloads 17 (1,481,165)

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Multimodal Datasets, Instruction Tuning, Contextual Reasoning, Visual