Project InnerEye: Augmenting cancer radiotherapy workflows with deep learning and open source webinar
Publication GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge Arthi Padmanabhan , Neil Agarwal , Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu , Ravi Netravali USENIX NSDI | April 2023
Publication RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics Mehrdad Khani , Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang , Ravi Netravali , Yuanchao Shu, Mohammad Alizadeh, Victor Bahl USENIX NSDI | April 2023
Publication UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Faisal Ahmed, Zicheng Liu, Yumao Lu, Lijuan Wang ECCV | October 2022
Publication Improve Few-Shot Transfer Learning with Low-Rank Decompose and Align Ziyu Jiang, Tianlong Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed H. Awadallah, Zhangyang Wang European Conference on Computer Vision (ECCV 2022) | October 2022
Publication Point Cloud Domain Adaptation via Masked Local 3D Structure Prediction Hanxue Liang, Hehe Fan, Zhiwen Fan, Yi Wang, Tianlong Chen, Yu Cheng, Zhangyang Wang European Conference on Computer Vision (ECCV 2022) | October 2022
Publication Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed H. Awadallah, Zhangyang Wang European Conference on Computer Vision (ECCV 2022) | October 2022
Publication Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan European Conference on Computer Vision (ECCV 2022) | October 2022
Publication Backdoor Attacks on Crowd Counting Yuhua Sun, Tailai Zhang, Pan Zhou, Yu Cheng, Zichuan Xu, Xing Di ACM International Conference on Multimedia (MM 2020) | October 2022
Publication DiT: Self-supervised Pre-training for Document Image Transformer Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei ACM Multimedia 2022 | October 2022
Publication LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei ACM Multimedia 2022 | October 2022
