Doug Rohde - Related publications

Affiliations: 
Google, Inc., Mountain View, CA, United States 
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Tano P, Romano S, Sigman M, Salles A, Figueira S. Towards a more flexible language of thought: Bayesian grammar updates after each concept exposure. Physical Review. E. 101: 042128. PMID 32422757 DOI: 10.1103/PhysRevE.101.042128   
2020 Lai W, Rácz P, Roberts G. Experience With a Linguistic Variant Affects the Acquisition of Its Sociolinguistic Meaning: An Alien-Language-Learning Experiment. Cognitive Science. 44: e12832. PMID 32246526 DOI: 10.1111/cogs.12832   
2020 Barash Y, Guralnik G, Tau N, Soffer S, Levy T, Shimon O, Zimlichman E, Konen E, Klang E. Comparison of deep learning models for natural language processing-based classification of non-English head CT reports. Neuroradiology. PMID 32335686 DOI: 10.1007/s00234-020-02420-0   
2020 Otter DW, Medina JR, Kalita JK. A Survey of the Usages of Deep Learning for Natural Language Processing. Ieee Transactions On Neural Networks and Learning Systems. PMID 32324570 DOI: 10.1109/TNNLS.2020.2979670   
2020 Nielsen AK, Dingemanse M. Iconicity in Word Learning and Beyond: A Critical Review. Language and Speech. 23830920914339. PMID 32308121 DOI: 10.1177/0023830920914339   
2020 Kalra A, Chakraborty A, Fine B, Reicher J. Machine Learning for Automation of Radiology Protocols for Quality and Efficiency Improvement. Journal of the American College of Radiology : Jacr. PMID 32278847 DOI: 10.1016/j.jacr.2020.03.012   
2020 Cai Y, Wang J, Deng L. SDN2GO: An Integrated Deep Learning Model for Protein Function Prediction. Frontiers in Bioengineering and Biotechnology. 8: 391. PMID 32411695 DOI: 10.3389/fbioe.2020.00391   
2020 Huang S, Huang J, Cai T, Dahal KP, Cagan A, He Z, Stratton J, Gorelik I, Hong C, Cai T, Liao KP. Impact of ICD10 and secular changes on electronic medical record rheumatoid arthritis algorithms. Rheumatology (Oxford, England). PMID 32413107 DOI: 10.1093/rheumatology/keaa198   
2020 Sweller N, Shinooka-Phelan A, Austin E. The effects of observing and producing gestures on Japanese word learning. Acta Psychologica. 207: 103079. PMID 32422417 DOI: 10.1016/j.actpsy.2020.103079   
2020 Graves J, Byerly J, Priego E, Makkapati N, Parish SV, Medellin B, Berrondo M. A Review of Deep Learning Methods for Antibodies. Antibodies (Basel, Switzerland). 9. PMID 32354020 DOI: 10.3390/antib9020012   
2020 Tschantz A, Seth AK, Buckley CL. Learning action-oriented models through active inference. Plos Computational Biology. 16: e1007805. PMID 32324758 DOI: 10.1371/journal.pcbi.1007805   
2020 Jacobucci R, Grimm KJ. Machine Learning and Psychological Research: The Unexplored Effect of Measurement. Perspectives On Psychological Science : a Journal of the Association For Psychological Science. 15: 809-816. PMID 32348703 DOI: 10.1177/1745691620902467   
2020 Lynn CW, Kahn AE, Nyema N, Bassett DS. Abstract representations of events arise from mental errors in learning and memory. Nature Communications. 11: 2313. PMID 32385232 DOI: 10.1038/s41467-020-15146-7   
2020 Seo H, Badiei Khuzani M, Vasudevan V, Huang C, Ren H, Xiao R, Jia X, Xing L. Machine learning techniques for biomedical image segmentation: An overview of technical aspects and introduction to state-of-art applications. Medical Physics. 47: e148-e167. PMID 32418337 DOI: 10.1002/mp.13649   
2020 Eisenberg SL, Bredin-Oja SL, Crumrine K. Use of Imitation Training for Targeting Grammar: A Narrative Review. Language, Speech, and Hearing Services in Schools. 51: 205-225. PMID 32255747 DOI: 10.1044/2019_LSHSS-19-00024   
2020 Wang G, Yuan Y, Li J, Ge S, Zhou X. Receptive Multi-granularity Representation for Person Re-Identification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32324551 DOI: 10.1109/TIP.2020.2986878   
2020 Jiang B, Zhang J, Cai J, Zheng J. Disentangled Human Body Embedding Based on Deep Hierarchical Neural Network. Ieee Transactions On Visualization and Computer Graphics. PMID 32324557 DOI: 10.1109/TVCG.2020.2988476   
2020 Sharma B, Dligach D, Swope K, Salisbury-Afshar E, Karnik NS, Joyce C, Afshar M. Publicly available machine learning models for identifying opioid misuse from the clinical notes of hospitalized patients. Bmc Medical Informatics and Decision Making. 20: 79. PMID 32349766 DOI: 10.1186/s12911-020-1099-y   
2020 He Y, Wu B, Wu D, Beyazit E, Chen S, Wu X. Toward Mining Capricious Data Streams: A Generative Approach. Ieee Transactions On Neural Networks and Learning Systems. PMID 32305941 DOI: 10.1109/TNNLS.2020.2981386   
2020 Lee D, Jiang X, Yu H. Harmonized Representation Learning on Dynamic EHR Graphs. Journal of Biomedical Informatics. 103426. PMID 32339747 DOI: 10.1016/j.jbi.2020.103426   
2020 Jo J, Kwak B, Choi HS, Yoon S. The Message Passing Neural Networks for Chemical Property Prediction on SMILES. Methods (San Diego, Calif.). PMID 32445695 DOI: 10.1016/j.ymeth.2020.05.009   
2020 Xu L, Xu M, Ke Y, An X, Liu S, Ming D. Cross-Dataset Variability Problem in EEG Decoding With Deep Learning. Frontiers in Human Neuroscience. 14: 103. PMID 32372929 DOI: 10.3389/fnhum.2020.00103   
2020 Bai R, Zhang C, Wang L, Yao C, Ge J, Duan H. Transfer Learning: Making Retrosynthetic Predictions Based on a Small Chemical Reaction Dataset Scale to a New Level. Molecules (Basel, Switzerland). 25. PMID 32438572 DOI: 10.3390/molecules25102357   
2020 Castellanos-Garzón JA, Costa E, Jaimes JLS, Corchado JM. Determining the maximum length of logical rules in a classifier and visual comparison of results. Methodsx. 7: 100846. PMID 32274335 DOI: 10.1016/j.mex.2020.100846   
2020 Li X, Wang Y, Ruiz R. A Survey on Sparse Learning Models for Feature Selection. Ieee Transactions On Cybernetics. PMID 32386172 DOI: 10.1109/TCYB.2020.2982445   
2020 Tao L, Li X, Furenlid LR, Levin CS. Deep learning based methods for gamma ray interaction location estimation in monolithic scintillation crystal detectors. Physics in Medicine and Biology. PMID 32235062 DOI: 10.1088/1361-6560/ab857a   
2020 Song Y, Gao L, Li X, Shen W. A Novel Point Cloud Encoding Method Based on Local Information for 3D Classification and Segmentation. Sensors (Basel, Switzerland). 20. PMID 32354092 DOI: 10.3390/s20092501   
2020 McClelland JL, McNaughton BL, Lampinen AK. Integration of new information in memory: new insights from a complementary learning systems perspective. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 375: 20190637. PMID 32248773 DOI: 10.1098/rstb.2019.0637   
2020 Rubin JE, Vich C, Clapp M, Noneman K, Verstynen T. The credit assignment problem in cortico-basal ganglia-thalamic networks: a review, a problem, and a possible solution. The European Journal of Neuroscience. PMID 32302439 DOI: 10.1111/ejn.14745   
2020 Oh M, Zhang L. DeepMicro: deep representation learning for disease prediction based on microbiome data. Scientific Reports. 10: 6026. PMID 32265477 DOI: 10.1038/s41598-020-63159-5   
2020 Huang K, Zhang S, Zhang R, Hussain A. Novel deep neural network based pattern field classification architectures. Neural Networks : the Official Journal of the International Neural Network Society. 127: 82-95. PMID 32344155 DOI: 10.1016/j.neunet.2020.03.011   
2020 Li X, Wen C, Wang L, Fang Y. Topology-Constrained Shape Correspondence. Ieee Transactions On Visualization and Computer Graphics. PMID 32406841 DOI: 10.1109/TVCG.2020.2994013   
2020 Safdar MF, Alkobaisi SS, Zahra FT. A Comparative Analysis of Data Augmentation Approaches for Magnetic Resonance Imaging (MRI) Scan Images of Brain Tumor. Acta Informatica Medica : Aim : Journal of the Society For Medical Informatics of Bosnia & Herzegovina : Casopis Drustva Za Medicinsku Informatiku Bih. 28: 29-36. PMID 32210512 DOI: 10.5455/aim.2020.28.29-36   
2020 Heim S, McMillan CT, Olm C, Grossman M. So Many Are "Few," but so Few Are Also "Few" - Reduced Semantic Flexibility in bvFTD Patients. Frontiers in Psychology. 11: 582. PMID 32308637 DOI: 10.3389/fpsyg.2020.00582   
2020 Franklin NT, Norman KA, Ranganath C, Zacks JM, Gershman SJ. Structured Event Memory: A neuro-symbolic model of event cognition. Psychological Review. 127: 327-361. PMID 32223284 DOI: 10.1037/rev0000177   
2020 An N, Ding H, Yang J, Au R, Ang TFA. Deep ensemble learning for Alzheimer's disease classification. Journal of Biomedical Informatics. 103411. PMID 32234546 DOI: 10.1016/j.jbi.2020.103411   
2020 Hosoda C, Tsujimoto S, Tatekawa M, Honda M, Osu R, Hanakawa T. Plastic frontal pole cortex structure related to individual persistence for goal achievement. Communications Biology. 3: 194. PMID 32346052 DOI: 10.1038/s42003-020-0930-4   
2020 Bang CS. [Deep Learning in Upper Gastrointestinal Disorders: Status and Future Perspectives]. The Korean Journal of Gastroenterology = Taehan Sohwagi Hakhoe Chi. 75: 120-131. PMID 32209800 DOI: 10.4166/kjg.2020.75.3.120   
2020 Li L, Li D, Song T, Xu X. Actor-Critic Learning Control With Regularization and Feature Selection in Policy Gradient Estimation. Ieee Transactions On Neural Networks and Learning Systems. PMID 32324571 DOI: 10.1109/TNNLS.2020.2981377   
2020 Vender M, Krivochen DG, Compostella A, Phillips B, Delfitto D, Saddy D. Disentangling sequential from hierarchical learning in Artificial Grammar Learning: Evidence from a modified Simon Task. Plos One. 15: e0232687. PMID 32407332 DOI: 10.1371/journal.pone.0232687   
2020 Ma J, Chow TWS, Zhang H. Semantic-Gap-Oriented Feature Selection and Classifier Construction in Multilabel Learning. Ieee Transactions On Cybernetics. PMID 32191902 DOI: 10.1109/TCYB.2020.2977133   
2020 Naveed QN, Qureshi MRN, Tairan N, Mohammad A, Shaikh A, Alsayed AO, Shah A, Alotaibi FM. Evaluating critical success factors in implementing E-learning system using multi-criteria decision-making. Plos One. 15: e0231465. PMID 32365123 DOI: 10.1371/journal.pone.0231465   
2020 RaviPrakash H, Korostenskaja M, Castillo EM, Lee KH, Salinas CM, Baumgartner J, Anwar SM, Spampinato C, Bagci U. Deep Learning Provides Exceptional Accuracy to ECoG-Based Functional Language Mapping for Epilepsy Surgery. Frontiers in Neuroscience. 14: 409. PMID 32435182 DOI: 10.3389/fnins.2020.00409   
2020 Malassis R, Dehaene S, Fagot J. Baboons (Papio papio) Process a Context-Free but Not a Context-Sensitive Grammar. Scientific Reports. 10: 7381. PMID 32355252 DOI: 10.1038/s41598-020-64244-5   
2020 Gao J, Zhang T, Xu C. Learning to Model Relationships for Zero-Shot Video Classification. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32305892 DOI: 10.1109/TPAMI.2020.2985708   
2020 Jin S, Zeng X, Xia F, Huang W, Liu X. Application of deep learning methods in biological networks. Briefings in Bioinformatics. PMID 32363401 DOI: 10.1093/bib/bbaa043   
2020 Kaminuma E, Baba Y, Mochizuki M, Matsumoto H, Ozaki H, Okayama T, Kato T, Oki S, Fujisawa T, Nakamura Y, Arita M, Ogasawara O, Kashima H, Takagi T. DDBJ Data Analysis Challenge: a machine learning competition to predict Arabidopsis chromatin feature annotations from DNA sequences. Genes & Genetic Systems. PMID 32213716 DOI: 10.1266/ggs.19-00034   
2020 Wu Z, Pan S, Chen F, Long G, Zhang C, Yu PS. A Comprehensive Survey on Graph Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 32217482 DOI: 10.1109/TNNLS.2020.2978386   
2020 Wang X, Hu P, Liu P, Peng D. Deep Semisupervised Class- and Correlation-Collapsed Cross-View Learning. Ieee Transactions On Cybernetics. PMID 32386174 DOI: 10.1109/TCYB.2020.2984489   
2020 Yu X, Hou Z, Polycarpou MM, Duan L. Data-Driven Iterative Learning Control for Nonlinear Discrete-Time MIMO Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 32287017 DOI: 10.1109/TNNLS.2020.2980588