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Jiancheng Pan

Visiting Researcher
INSAIT, Sofia University "St. Kliment Ohridski"
jiancheng.pan.plus (at) gmail.com
jiancheng.pan (at) insait.ai


* indicates contributed equally and is corresponding author.

Preprint

  1. Preprint
    Exo2EgoSyn: Unlocking Foundation Video Generation Models for Exocentric-to-Egocentric Video Synthesis
    Mohammad Mahdi, Yuqian Fu, Nedko Savov, Jiancheng Pan, Danda Pani Paudel, Luc Van Gool
    Under Review, 2025.
    PDF Code Project Page BibTex

  2. Preprint
    SegThinker: Recurrent Vision with Reasoning for Image Segmentation
    Yuedong Tan, Jiancheng Pan, Yuqian Fu, Jiawei Shao, Radu Timofte, Luc Van Gool, Danda Pani Paudel, Zongwei Wu
    Under Review, 2025.
    PDF Code Project Page BibTex

  3. Preprint
    V²-SAM: Marrying SAM2 with Multi-Prompt Experts for Cross-View Object Correspondence
    Jiancheng Pan*, Runze Wang*, Tianwen Qian, Mohammad Mahdi, Yanwei Fu, Xiangyang Xue, Xiaomeng Huang, Luc Van Gool, Danda Pani Paudel, Yuqian Fu
    Under Review, 2025.
    PDF Code Project Page BibTex

  4. Preprint
    EarthSynth: Generating Informative Earth Observation with Diffusion Models
    Jiancheng Pan*, Shiye Lei*, Yuqian Fu, Jiahao Li, Yanxing Liu, Yuze Sun, Xiao He, Long Peng, Xiaomeng Huang, Bo Zhao
    Under Review, 2025.
    PDF Code Project Page BibTex AGU25 Oral

  5. Preprint
    InfoEA: Information-Based Remote Sensing Image-Text Embedding Alignment Via Bottleneck
    Qing Ma, Hongze Ni, Jiancheng Pan, Cong Bai, Shengyong Chen
    Under Review, 2024.
    PDF Code BibTex

  6. Preprint
    PriorCLIP: Visual Prior Guided Vision-Language Model for Remote Sensing Image-Text Retrieval
    Jiancheng Pan, Muyuan Ma, Qing Ma, Cong Bai, Shengyong Chen
    Under Review, 2024.
    PDF Code BibTex

Conference

  1. AAAIW 2026
    Tracking Global Hydropower Plants to Support Sustainable Urban Planning
    Jiahao Li, Jiancheng Pan, Xiaomeng Huang
    AAAI Conference on Artificial Intelligence Workshops (AAAIW), 2026.
    PDF Code Project Page BibTex

  2. AAAI 2026
    Deploying Atmospheric and Oceanic AI Models on Chinese Domestic Hardware and Framework: Migration Strategies, Performance Optimization and Analysis
    Yuze Sun, Wentao Luo, Yanfei Xiang, Jiancheng Pan, Jiahao Li, Quan Zhang, Xiaomeng Huang
    AAAI Conference on Artificial Intelligence (AAAI), 2026.
    PDF Code BibTex CCF-A

  3. CVPRW 2025
    Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection
    Jiancheng Pan, Yanxing Liu, Xiao He, Long Peng, Jiahao Li, Yuze Sun, Xiaomeng Huang
    IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2025.
    PDF Code Benchmark BibTex CCF-A Workshop Oral

  4. IGARSS 2025
    Control Copy-Paste: Controllable Diffusion-Based Augmentation Method for Remote Sensing Few-Shot Object Detection
    Yanxing Liu, Jiancheng Pan, Bingchen Zhang
    The International Geoscience and Remote Sensing Symposium (IGARSS), 2025.
    PDF BibTex

  5. IGARSS 2025
    Semantic-Aware Ship Detection with Vision-Language Integration
    Jiahao Li, Jiancheng Pan, Yuze Sun, Xiaomeng Huang
    The International Geoscience and Remote Sensing Symposium (IGARSS), 2025.
    PDF BibTex Oral

  6. AAAI 2025
    Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community
    Jiancheng Pan*, Yanxing Liu*, Yuqian Fu, Muyuan Ma, Jiahao Li, Danda Pani Paudel, Luc Van Gool, Xiaomeng Huang
    AAAI Conference on Artificial Intelligence (AAAI), 2025.
    PDF Code Project Page BibTex CCF-A AGU24 Oral

  7. ACMMM 2023
    A Prior Instruction Representation Framework for Remote Sensing Image-text Retrieval
    Jiancheng Pan, Qing Ma, Cong Bai
    ACM International Conference on Multimedia (ACM MM), 2023.
    PDF Code Benchmark BibTex CCF-A Oral

  8. ICMR 2023
    Reducing Semantic Confusion: Scene-aware Aggregation Network for Remote Sensing Cross-modal Retrieval
    Jiancheng Pan, Qing Ma, Cong Bai
    ACM International Conference on Multimedia Retrieval (ACM ICMR), 2023.
    PDF Code BibTex CCF-B Oral

Journal

  1. GRSL 2025
    Diverse Instance Generation via Diffusion Models for Enhanced Few-Shot Object Detection in Remote Sensing Images
    Yanxing Liu, Jiancheng Pan, Jianwei Yang, Tiancheng Chen, Peiling Zhou, Bingchen Zhang
    IEEE Geoscience and Remote Sensing Letters (IEEE GRSL), 2025.
    PDF BibTex Q1/Q2, IF=4.4

  2. TGRS 2024
    Direction-Oriented Visual-semantic Embedding Model for Remote Sensing Image-text Retrieval
    Qing Ma*, Jiancheng Pan*, Cong Bai
    IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2024.
    PDF BibTex CCF-B Q1, IF=8.6

  3. NCA 2021
    Deliberation on object-aware video style transfer network with long–short temporal and depth-consistent constraints
    Yunxin Liu, Aiwen Jiang, Jiancheng Pan, Jianming Liu, Jihua Ye
    Neural Computing and Applications (NCA), 2021.
    PDF BibTex CCF-C Q1, IF=4.4