Publication Improving FastSpeech TTS with Efficient Self-Attention and Compact Feed-Forward Network Yujia Xiao, Lei He, Frank Soong April 2022
Publication A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks Bahareh Tolooshams, Kazuhito Koishida ICASSP 2022 | April 2022
Publication Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao ArXiv | April 2022
Publication Detection of Infectious Disease Outbreaks in Search Engine Time Series Using Non-Specific Syndromic Surveillance with Effect-Size Filtering Oded Ovadia, Oren Elisha, Elad Yom-Tov April 2022 Project Project
Publication Spot Virtual Machine Eviction Prediction in Microsoft Cloud Fangkai Yang, Bowen Pang, Jue Zhang, Bo Qiao, Lu Wang, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Senthil Baladhandayutham, Victor Rühle, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang WWW'22 Companion | April 2022
Publication Enabling IoT Self-Localization Using Ambient 5G Signals Suraj Jog, Junfeng Guan, Sohrab Madani, Ruochen Lu, Songbin Gong, Deepak Vasisht, Haitham Hassanieh NSDI'22 | April 2022
Publication Backpressure Flow Control Prateesh Goyal, Preey Shah, Kevin Zhao, Georgios Nikolaidis, Mohammad Alizadeh, Thomas E. Anderson USENIX NSDI | April 2022
Publication Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers Romil Bhardwaj , Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, Victor Bahl, Ion Stoica USENIX NSDI | April 2022 Github Project Project
Publication Efficient Self-supervised Vision Transformers for Representation Learning Chunyuan Li, Jianwei Yang, Pengchuan Zhang, Mei Gao, Bin Xiao, Xiyang Dai, Lu Yuan, Jianfeng Gao ICLR 2022 | April 2022 Github
Publication Differentially private fine-tuning of language models Da Yu, Saurabh Naik, Arturs Backurs, Sivakanth Gopi, Huseyin Inan, Gautam Kamath, Janardhan (Jana) Kulkarni, Yin Tat Lee, Andre Manoel, Lukas Wutschitz, Sergey Yekhanin, Huishuai Zhang ICLR 2022 | April 2022 Project