Publication ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents Weihong Lin, Qifang Gao, Lei Sun, Zhuoyao Zhong, Kai Hu, Qin Ren, Qiang Huo International Conference on Document Analysis and Recognition | September 2021 ICDAR 2021 Best Paper Award
Publication Beyond Simple Images: Human Knowledge-Guided GANs for Clinical Data Generation Devendra Singh Dhami, Mayukh Das, Sriraam Natarajan International Conference on Principles of Knowledge Representation and Reasoning (KR) | September 2021
Publication Batched Bandits with Crowd Externalities Romain Laroche, Othmane Safsafi, Raphaël Féraud, Nicolas Broutin September 2021 arXiv | September 2021
Publication How Long Will it Take to Mitigate this Incident for Online Service Systems? Weijing Wang, Junjie Chen, Lin Yang, Hongyu Zhang, Pu Zhao, Bo Qiao, Yu Kang, Qingwei Lin 林庆维, Saravanakumar Rajmohan, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang ISSRE’21 | September 2021 Best Research Paper Project Project
Publication Acoustic Detection of Regionally Rare Bird Species Through Deep Convolutional Neural Networks Ming Zhong, Ruth Taylor, Naomi Bates, Damian Christey, Hari Basnet, Jennifer Flippin, Shane Palkovitz, Rahul Dodhia, Juan M. Lavista Ferres Ecological Informatics | September 2021, Vol 64 Project Project Project
Publication Adaptive Learning Rates with Maximum Variation Averaging Chen Zhu, Yu Cheng, Zhe Gan, Furong Huang, Jingjing Liu, Tom Goldstein European Conference on Machine Learning (ECML 2021) | September 2021
Publication A Machine Learning Pipeline for Aiding School Identification from Child Trafficking Images Sumit Mukherjee, Tina Sederholm, Anthony Cintron Roman, Ria Sankar, Sherrie Caltagirone, Juan M. Lavista Ferres ACM GoodIT ’21: Proceedings of the Conference on Information Technology for Social Good | September 2021
Publication MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications Nikhil Pratap Ghanathe, Vivek Seshadri, Rahul Sharma, Steve Wilton, Aayan Kumar FPL | September 2021 Project
Publication Causal Inference and Machine Learning in Practice with EconML and CausalML: Industrial Use Cases at Microsoft, TripAdvisor, Uber Vasilis Syrgkanis, Greg Lewis, Miruna Oprescu, Maggie Hei, Keith Battocchi, Eleanor Dillon, Jing Pan, Yifeng Wu, Paul Lo, Huigang Chen, Totte Harinen, Jeong-Yoon Lee 2021 Knowledge Discovery and Data Mining | September 2021 Project
Publication How Long Will it Take to Mitigate this Incident for Online Service Systems Weijing Wang, Junjie Chen, Lin Yang, Hongyu Zhang, Pu Zhao, Bo Qiao, Yu Kang, Qingwei Lin, Saravanakumar Rajmohan, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang International Symposium on Software Reliability Engineering | September 2021 Best Research Paper