Science

Demixed shared component analysis of neural population data from multiple brain areas NeurIPS 2020 EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks AAAI 2020 ERLKG: Entity Representation Learning and Knowledge Graph based association analysis of COVID-19 through mining of unstructured biomedical corpora EMNLP 2020 Estimating the Density of States of Boolean Satisfiability Problems on Classical and Quantum Computing Platforms AAAI 2020 Finding Most Compatible Phylogenetic Trees over Multi-State Characters AAAI 2020 GAIT-prop: A biologically plausible learning rule derived from backpropagation of error NeurIPS 2020 GGPONC: A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines EMNLP 2020 Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis? ACL 2020 Guiding Deep Molecular Optimization with Genetic Exploration NeurIPS 2020 HUMBI: A Large Multiview Dataset of Human Body Expressions CVPR 2020 Improved Variational Bayesian Phylogenetic Inference with Normalizing Flows NeurIPS 2020 Improving Molecular Design by Stochastic Iterative Target Augmentation ICML 2020 In Layman’s Terms: Semi-Open Relation Extraction from Scientific Texts ACL 2020 Interpretation of Sentiment Analysis in Aeschylus’s Greek Tragedy COLING 2020 Kernelized information bottleneck leads to biologically plausible 3-factor Hebbian learning in deep networks NeurIPS 2020 Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings NeurIPS 2020 Learning efficient task-dependent representations with synaptic plasticity NeurIPS 2020 Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE NeurIPS 2020 Learning Informative Representations of Biomedical Relations with Latent Variable Models EMNLP 2020 Learning Mutational Semantics NeurIPS 2020 Learning Nanoscale Motion Patterns of Vesicles in Living Cells CVPR 2020 Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions NeurIPS 2020 Life still goes on: Analysing Australian WW1 Diaries through Distant Reading COLING 2020 Minimax Dynamics of Optimally Balanced Spiking Networks of Excitatory and Inhibitory Neurons NeurIPS 2020 Neural Dynamics and Gamma Oscillation on a Hybrid Excitatory-Inhibitory Complex Network (Student Abstract) AAAI 2020