Ji Hyun Bak - Related publications

2019- Redwood Center for Theoretical Neuroscience University of California, Berkeley, Berkeley, CA 
theoretical/computational biophysics, computational neuroscience
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Noel JP, Caziot B, Bruni S, Fitzgerald NE, Avila E, Angelaki DE. Supporting generalization in non-human primate behavior by tapping into structural knowledge: Examples from sensorimotor mappings, inference, and decision-making. Progress in Neurobiology. 101996. PMID 33454361 DOI: 10.1016/j.pneurobio.2021.101996   
2021 Mah KM, Torres-Espín A, Hallworth BW, Bixby JL, Lemmon VP, Fouad K, Fenrich KK. Automation of training and testing motor and related tasks in pre-clinical behavioural and rehabilitative neuroscience. Experimental Neurology. 113647. PMID 33600814 DOI: 10.1016/j.expneurol.2021.113647   
2021 Xu R, Church RM, Sasaki Y, Watanabe T. Effects of stimulus and task structure on temporal perceptual learning. Scientific Reports. 11: 668. PMID 33436842 DOI: 10.1038/s41598-020-80192-6   
2021 Quax SC, Bosch SE, Peelen MV, van Gerven MAJ. Population codes of prior knowledge learned through environmental regularities. Scientific Reports. 11: 640. PMID 33436692 DOI: 10.1038/s41598-020-79366-z   
2021 Tomov MS, Schulz E, Gershman SJ. Multi-task reinforcement learning in humans. Nature Human Behaviour. PMID 33510391 DOI: 10.1038/s41562-020-01035-y   
2021 Yang X, Ji Z, Wu J, Lai YK, Wei C, Liu G, Setchi R. Hierarchical Reinforcement Learning With Universal Policies for Multistep Robotic Manipulation. Ieee Transactions On Neural Networks and Learning Systems. PMID 33646961 DOI: 10.1109/TNNLS.2021.3059912   
2021 Vandenhende S, Georgoulis S, Van Gansbeke W, Proesmans M, Dai D, Van Gool L. Multi-Task Learning for Dense Prediction Tasks: A Survey. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33497328 DOI: 10.1109/TPAMI.2021.3054719   
2021 Delange M, Aljundi R, Masana M, Parisot S, Jia X, Leonardis A, Slabaugh G, Tuytelaars T. A continual learning survey: Defying forgetting in classification tasks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33544669 DOI: 10.1109/TPAMI.2021.3057446   
2021 Peng J, Tang B, Jiang H, Li Z, Lei Y, Lin T, Li H. Overcoming Long-Term Catastrophic Forgetting Through Adversarial Neural Pruning and Synaptic Consolidation. Ieee Transactions On Neural Networks and Learning Systems. PMID 33577459 DOI: 10.1109/TNNLS.2021.3056201   
2021 Pouncy T, Tsividis P, Gershman SJ. What Is the Model in Model-Based Planning? Cognitive Science. 45: e12928. PMID 33398907 DOI: 10.1111/cogs.12928   
2021 Rao Z, Wu Y, Yang Z, Zhang W, Lu S, Lu W, Zha Z. Visual Navigation With Multiple Goals Based on Deep Reinforcement Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 33667168 DOI: 10.1109/TNNLS.2021.3057424   
2021 Peach RL, Greenbury SF, Johnston IG, Yaliraki SN, Lefevre DJ, Barahona M. Understanding learner behaviour in online courses with Bayesian modelling and time series characterisation. Scientific Reports. 11: 2823. PMID 33531544 DOI: 10.1038/s41598-021-81709-3   
2021 Lu Z, Sreekumar G, Goodman E, Banzhaf W, Deb K, Boddeti VN. Neural Architecture Transfer. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33465025 DOI: 10.1109/TPAMI.2021.3052758   
2021 Rennie J, Jones J, Astle D. EXPRESS: Training-dependent transfer within a set of nested tasks. Quarterly Journal of Experimental Psychology (2006). 1747021821993772. PMID 33535924 DOI: 10.1177/1747021821993772   
2021 Duan S, Yu S, Principe JC. Modularizing Deep Learning via Pairwise Learning With Kernels. Ieee Transactions On Neural Networks and Learning Systems. PMID 33400656 DOI: 10.1109/TNNLS.2020.3042346   
2021 MaBouDi H, Barron AB, Li S, Honkanen M, Loukola OJ, Peng F, Li W, Marshall JAR, Cope A, Vasilaki E, Solvi C. Non-numerical strategies used by bees to solve numerical cognition tasks. Proceedings. Biological Sciences. 288: 20202711. PMID 33593192 DOI: 10.1098/rspb.2020.2711   
2021 Gijsen S, Grundei M, Lange RT, Ostwald D, Blankenburg F. Neural surprise in somatosensory Bayesian learning. Plos Computational Biology. 17: e1008068. PMID 33529181 DOI: 10.1371/journal.pcbi.1008068   
2021 Men K, Chen X, Yang B, Zhu J, Yi J, Wang S, Li Y, Dai J. Automatic segmentation of three clinical target volumes in radiotherapy using lifelong learning. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. PMID 33418008 DOI: 10.1016/j.radonc.2020.12.034   
2021 Gao S, Kotevska O, Sorokine A, Christian JB. A pre-training and self-training approach for biomedical named entity recognition. Plos One. 16: e0246310. PMID 33561139 DOI: 10.1371/journal.pone.0246310   
2021 Fu R, Han M, Bao T, Wang F, Shi P. Discrimination Improvement Through Undesirable Feedback in Coupling Object Manipulation Tasks. International Journal of Neural Systems. 2150012. PMID 33573533 DOI: 10.1142/S012906572150012X   
2021 Chang X, Pan H, Sun W, Gao H. YolTrack: Multitask Learning Based Real-Time Multiobject Tracking and Segmentation for Autonomous Vehicles. Ieee Transactions On Neural Networks and Learning Systems. PMID 33577460 DOI: 10.1109/TNNLS.2021.3056383   
2021 Wang H, Sun Y, Wang F, Cao L, Zhou W, Wang Z, Chen S. Cross-Subject Assistance: Inter-and Intra-Subject Maximal Correlation for Enhancing the Performance of SSVEP-Based BCIs. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 33556014 DOI: 10.1109/TNSRE.2021.3057938   
2021 Harte C, Barnes-Holmes D, Moreira M, de Almeida JH, Passarelli D, de Rose JC. Exploring a Training IRAP as a single participant context for analyzing reversed derived relations and persistent rule-following. Journal of the Experimental Analysis of Behavior. PMID 33472274 DOI: 10.1002/jeab.671   
2021 Abrol A, Fu Z, Salman M, Silva R, Du Y, Plis S, Calhoun V. Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning. Nature Communications. 12: 353. PMID 33441557 DOI: 10.1038/s41467-020-20655-6   
2021 Yallak E, Balcı F. Metric error monitoring: Another generalized mechanism for magnitude representations? Cognition. 210: 104532. PMID 33571813 DOI: 10.1016/j.cognition.2020.104532   
2021 Luo L, Yan S, Lai PT, Veltri D, Oler A, Xirasagar S, Ghosh R, Similuk M, Robinson PN, Lu Z. PhenoTagger: A Hybrid Method for Phenotype Concept Recognition using Human Phenotype Ontology. Bioinformatics (Oxford, England). PMID 33471061 DOI: 10.1093/bioinformatics/btab019   
2021 Song X, Mao M, Qian X. Auto-Metric Graph Neural Network Based on a Meta-learning Strategy for the Diagnosis of Alzheimer's disease. Ieee Journal of Biomedical and Health Informatics. PMID 33493122 DOI: 10.1109/JBHI.2021.3053568   
2021 Miletić S, Boag RJ, Trutti AC, Stevenson N, Forstmann BU, Heathcote A. A new model of decision processing in instrumental learning tasks. Elife. 10. PMID 33501916 DOI: 10.7554/eLife.63055   
2021 Potts CA, Rosenbaum DA. Does attention solve the "apples-and-oranges" problems of judging task difficulty and task order? Psychological Research. PMID 33389043 DOI: 10.1007/s00426-020-01453-7   
2021 Lim CE, Cho YS. Cross-task congruency sequence effect without the contribution of multiple expectancy. Acta Psychologica. 214: 103268. PMID 33609972 DOI: 10.1016/j.actpsy.2021.103268   
2021 Kanzler KE, Kilpela LS, Pugh J, Garcini LM, Gaspard CS, Aikens J, Reynero E, Tsevat J, Lopez ES, Johnson-Esparza Y, Ramirez AG, Finley EP. Methodology for task-shifting evidence-based psychological treatments to non-licenced/lay health workers: protocol for a systematic review. Bmj Open. 11: e044012. PMID 33526503 DOI: 10.1136/bmjopen-2020-044012   
2021 Zhao W, Zhao Y, Jiang X, He T, Liu F, Li N. Efficient Multiple Biomedical Events Extraction Via Reinforcement Learning. Bioinformatics (Oxford, England). PMID 33492356 DOI: 10.1093/bioinformatics/btab024   
2021 Ma X, Yin J, Zhu A, Li X, Yu Y, Wang L, Qi Y, Zhu Z. Enhanced Multifactorial Evolutionary Algorithm With Meme Helper-Tasks. Ieee Transactions On Cybernetics. PMID 33566783 DOI: 10.1109/TCYB.2021.3050516   
2021 Li J, Zhao G, Tao Y, Zhai P, Chen H, He H, Cai T. Multi-task Contrastive Learning for Automatic CT and X-ray Diagnosis of COVID-19. Pattern Recognition. 107848. PMID 33518812 DOI: 10.1016/j.patcog.2021.107848   
2021 Liu L, Wang B, Kuang Z, Xue JH, Chen Y, Yang W, Liao Q, Zhang W. GenDet: Meta Learning to Generate Detectors From Few Shots. Ieee Transactions On Neural Networks and Learning Systems. PMID 33523819 DOI: 10.1109/TNNLS.2021.3053005   
2021 van der Kooij K, van Mastrigt NM, Crowe EM, Smeets JBJ. Learning a reach trajectory based on binary reward feedback. Scientific Reports. 11: 2667. PMID 33514779 DOI: 10.1038/s41598-020-80155-x   
2021 Han T, Gois FNB, Oliveira R, Prates LR, Porto MMA. Modeling the progression of COVID-19 deaths using Kalman Filter and AutoML. Soft Computing. 1-16. PMID 33424432 DOI: 10.1007/s00500-020-05503-5   
2021 Li C, Yang Y, Liang H, Wu B. Transfer learning for establishment of recognition of COVID-19 on CT imaging using small-sized training datasets. Knowledge-Based Systems. 106849. PMID 33584016 DOI: 10.1016/j.knosys.2021.106849   
2021 Noel-Storr A, Dooley G, Elliott J, Steele E, Shemilt I, Mavergames C, Wisniewski S, McDonald S, Murano M, Glanville J, Foxlee R, Beecher D, Ware J, Thomas J. An evaluation of Cochrane Crowd found that crowdsourcing produced accurate results in identifying randomised trials. Journal of Clinical Epidemiology. PMID 33476769 DOI: 10.1016/j.jclinepi.2021.01.006   
2021 Marstaller L, Al-Jiboury R, Kemp AH, Dymond S. Rule-based generalization of threat without similarity. Biological Psychology. 108042. PMID 33581229 DOI: 10.1016/j.biopsycho.2021.108042   
2021 Gonzalez GT, Kaur U, Rahman M, Venkatesh V, Sanchez N, Hager G, Xue Y, Voyles R, Wachs J. From the Dexterous Surgical Skill to the Battlefield-A Robotics Exploratory Study. Military Medicine. 186: 288-294. PMID 33499518 DOI: 10.1093/milmed/usaa253   
2021 Cui F, Zhang Z, Zou Q. Sequence representation approaches for sequence-based protein prediction tasks that use deep learning. Briefings in Functional Genomics. PMID 33527980 DOI: 10.1093/bfgp/elaa030   
2021 Freyre CAC, Spiegel S, Gubser Keller C, Vandemeulebroecke M, Hoefling H, Dubost V, Cörek E, Moulin P, Hossain I. Biomarker-Based Classification and Localization of Renal Lesions Using Learned Representations of Histology-A Machine Learning Approach to Histopathology. Toxicologic Pathology. 192623320987202. PMID 33625320 DOI: 10.1177/0192623320987202   
2021 Schneider DW, Chun H. Partitioning switch costs when investigating task switching in relation to media multitasking. Psychonomic Bulletin & Review. PMID 33634358 DOI: 10.3758/s13423-021-01895-z   
2021 Yu Q, Song S, Ma C, Wei J, Chen S, Tan KC. Temporal Encoding and Multispike Learning Framework for Efficient Recognition of Visual Patterns. Ieee Transactions On Neural Networks and Learning Systems. PMID 33531306 DOI: 10.1109/TNNLS.2021.3052804   
2021 Ibrahim M, Wedyan M, Alturki R, Khan MA, Al-Jumaily A. Augmentation in Healthcare: Augmented Biosignal Using Deep Learning and Tensor Representation. Journal of Healthcare Engineering. 2021: 6624764. PMID 33575018 DOI: 10.1155/2021/6624764   
2021 Röttger E, Zhao F, Gaschler R, Haider H. Why Does Dual-Tasking Hamper Implicit Sequence Learning? Journal of Cognition. 4: 1. PMID 33506167 DOI: 10.5334/joc.136   
2021 Kim C, Park S, Hwang HJ. Local Stability of Wasserstein GANs With Abstract Gradient Penalty. Ieee Transactions On Neural Networks and Learning Systems. PMID 33606646 DOI: 10.1109/TNNLS.2021.3057885   
2021 Robinson C, Trivedi A, Blazes M, Ortiz A, Desbiens J, Gupta S, Dodhia R, Bhatraju PK, Liles WC, Lee A, Kalpathy-Cramer J, Lavista Ferres JM. Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement. Medrxiv : the Preprint Server For Health Sciences. PMID 33594382 DOI: 10.1101/2021.02.11.20196766   
2021 Fernando KRM, Tsokos CP. Dynamically Weighted Balanced Loss: Class Imbalanced Learning and Confidence Calibration of Deep Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 33444149 DOI: 10.1109/TNNLS.2020.3047335