deep learning

Mitigating Low Agricultural Productivity of Smallholder Farms in Africa: Time-Series Forecasting for Environmental Stressors AAAI 2022 MOS Prediction Network for Non-intrusive Speech Quality Assessment in Online Conferencing Interspeech 2022 Multi-Mode Deep Matrix and Tensor Factorization ICLR 2022 Narrative Detection and Feature Analysis in Online Health Communities NAACL 2022 Natural Language Processing for Multilingual Task-Oriented Dialogue ACL 2022 Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning ICML 2022 NeuralArTS: Structuring Neural Architecture Search with Type Theory (Student Abstract) AAAI 2022 No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit NeurIPS 2022 Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting NeurIPS 2022 NSGZero: Efficiently Learning Non-exploitable Policy in Large-Scale Network Security Games with Neural Monte Carlo Tree Search AAAI 2022 Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again NeurIPS 2022 Online Adversarial Attacks ICLR 2022 On the non-universality of deep learning: quantifying the cost of symmetry NeurIPS 2022 On the Practical Robustness of the Nesterov’s Accelerated Quasi-Newton Method AAAI 2022 On the Use of Bert for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation NAACL 2022 On the Use of Deep Mask Estimation Module for Neural Source Separation Systems Interspeech 2022 Open Data Science to Fight COVID-19: Winning the 500k XPRIZE Pandemic Response Challenge (Extended Abstract) IJCAI 2022 OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion NeurIPS 2022 ParsSimpleQA: The Persian Simple Question Answering Dataset and System over Knowledge Graph AACL 2022 Perceptual Contrast Stretching on Target Feature for Speech Enhancement Interspeech 2022 Personalized Image Aesthetics Assessment With Rich Attributes CVPR 2022 PodcastMix: A dataset for separating music and speech in podcasts Interspeech 2022 Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios IJCAI 2022 Proof of Learning: Towards a Practical Blockchain Consensus Mechanism Using Directed Guiding Gradients (Student Abstract) AAAI 2022 PROSPECT: Labeled Tandem Mass Spectrometry Dataset for Machine Learning in Proteomics NeurIPS 2022