- [Jul 2024] Check out LLaVolta, an efficient large multi-modal model.
Full list on Google Scholar Profile. His publications have over 9,500 citations (as of 2024) with an increase of over 5,000 per year.
Efficient Multi-modal Models via Stage-wise Visual Context Compression
Jieneng Chen, Luoxin Ye, Ju He, Zhao-Yang Wang, Daniel Khashabi, Alan Yuille
In Neural Information Processing Systems (NeurIPS), 2024
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Designing Scalable Vision Models in the Vision-Language Era
Jieneng Chen, Qihang Yu, Xiaohui Shen, Alan Yuille, Liang-Chieh Chen
In Conference on Computer Vision and Pattern Recognition (CVPR), 2024
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🤗 HuggingFace | timm | open_clip
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Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers
Jieneng Chen, Yingda Xia, Jiawen Yao, Ke Yan, Jianpeng Zhang, Le Lu, .., Jingren Zhou, Alan Yuille, Zaiyi Liu, Ling Zhang
In International Conference on Computer Vision (ICCV), 2023
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Compositor: Bottom-up Clustering and Compositing for Robust Part and Object Segmentation
Ju He *, Jieneng Chen *, Mingxian Lin, Qihang Yu, Alan Yuille
In Conference on Computer Vision and Pattern Recognition (CVPR), 2023
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* Equal contributed
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TransMix: Attend to Mix for Vision Transformers
Jieneng Chen, Shuyang Sun, Ju He, Philip Torr, Alan Yuille, Song Bai
In Conference on Computer Vision and Pattern Recognition (CVPR), 2022
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TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
Jieneng Chen, Yongyi Lu, Qihang Yu, Xiangde Luo, Ehsan Adeli, Yan Wang, Le Lu, Alan Yuille, Yuyin Zhou
International Conference on Marchine Learning (ICML) workshop, arXiv 2021
3D-TransUNet is published in Medical Image Analysis, 2024 (IF>10)
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Top 15 Cited 2021 Paper in All AI Fields (Cited 4K times as of 2024) [Source]
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TransFG: A Transformer Architecture for Fine-grained Recognition
Ju He,
Jieneng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille
In AAAI Conference on Artificial Intelligence (AAAI), 2022
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Top 3 Most Influential AAAI 2023 Papers [Source]
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Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation
Hu Cao, Yueyue Wang, Jieneng Chen, Dongsheng Jiang, Xiaopeng Zhang, Qi Tian, Manning Wang
In European Conference on Computer Vision (ECCV), 2022
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Top 3 Most Cited ECCV Papers in Five Years According to Google Metrics [Source]
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Semi-supervised Medical Image Segmentation Through Dual-task Consistency
Xiangde Luo, Jieneng Chen, Tao Song, Guotai Wang
In AAAI Conference on Artificial Intelligence (AAAI), 2021
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Top 15 Most Influential AAAI 2021 Papers [Source]
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Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining
Jieneng Chen, Ke Yan, Yu-Dong Zhang, Youbao Tang, Xun Xu, Shuwen Sun, Qiuping Liu, Lingyun Huang, Jing Xiao, Alan L Yuille, Ya Zhang, Le Lu
In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Paper | Early Accept | Travel Award (top 10%)
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- Serving: He is on the invited reviewers and program committees for major conference and journals, such as TPAMI, CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, TMI and MICCAI.
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