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 M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design Hanxue Liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Yu Cheng, Cong Hao, Zhangyang Wang 36th Annual Conference on Neural Information Processing System (NeurIPS 2022) | December 2022
Publication Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022
Publication REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022
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 Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution Zhongwei Qiu, Huan Yang, Jianlong Fu, Dongmei Fu 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
