Application Areas

A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation NeurIPS 2019 AI at the Margins: Data, Decisions, and Inclusive Social Impact IJCAI 2019 AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing IJCAI 2019 AI Planning for Enterprise: Putting Theory Into Practice IJCAI 2019 AI-powered Posture Training: Application of Machine Learning in Sitting Posture Recognition Using the LifeChair Smart Cushion IJCAI 2019 A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy ACL 2019 A Kernel Theory of Modern Data Augmentation ICML 2019 A Large-Scale Comparison of Historical Text Normalization Systems NAACL 2019 Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors NeurIPS 2019 A Lightweight Approach to Academic Research Group Management Using Online Tools: Spend More Time on Research and Less on Management AAAI 2019 Aligning Domain-Specific Distribution and Classifier for Cross-Domain Classification from Multiple Sources AAAI 2019 A Little Is Enough: Circumventing Defenses For Distributed Learning NeurIPS 2019 All About Structure: Adapting Structural Information Across Domains for Boosting Semantic Segmentation CVPR 2019 All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously JMLR 2019 Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services AAAI 2019 All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019 ALTER: Auxiliary Text Rewriting Tool for Natural Language Generation EMNLP 2019 A Machine Learning Suite for Machine Components’ Health-Monitoring AAAI 2019 A Main/Subsidiary Network Framework for Simplifying Binary Neural Networks CVPR 2019 Amalgamating Filtered Knowledge: Learning Task-customized Student from Multi-task Teachers IJCAI 2019 Amalgamating Knowledge towards Comprehensive Classification AAAI 2019 AMASS: Archive of Motion Capture As Surface Shapes ICCV 2019 AmazonQA: A Review-Based Question Answering Task IJCAI 2019 A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off NeurIPS 2019 AM-LFS: AutoML for Loss Function Search ICCV 2019