Oussama H. Hamid - Related publications

Affiliations: 
University of Nottingham, Nottingham, England, United Kingdom 
Area:
Reinforcement learning, Computational models, Context-dependent learning
Website:
https://www.scopus.com/authid/detail.uri?authorId=36109874600
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Farashahi S, Xu J, Wu SW, Soltani A. Learning arbitrary stimulus-reward associations for naturalistic stimuli involves transition from learning about features to learning about objects. Cognition. 104425. PMID 32958287 DOI: 10.1016/j.cognition.2020.104425   
2020 van Steenkiste S, Kurach K, Schmidhuber J, Gelly S. Investigating object compositionality in Generative Adversarial Networks. Neural Networks : the Official Journal of the International Neural Network Society. 130: 309-325. PMID 32736226 DOI: 10.1016/j.neunet.2020.07.007   
2020 Hui M, Mansoor M, Sibbald M. Are Simulation Learning Objectives Educationally Sound? A Single-Center Cross-Sectional Study. Simulation in Healthcare : Journal of the Society For Simulation in Healthcare. PMID 32960832 DOI: 10.1097/SIH.0000000000000507   
2020 Lin GT, Malligere Shivanna V, Guo JI. A Deep-Learning Model with Task-Specific Bounding Box Regressors and Conditional Back-Propagation for Moving Object Detection in ADAS Applications. Sensors (Basel, Switzerland). 20. PMID 32942628 DOI: 10.3390/s20185269   
2020 Lin GT, Malligere Shivanna V, Guo JI. A Deep-Learning Model with Task-Specific Bounding Box Regressors and Conditional Back-Propagation for Moving Object Detection in ADAS Applications. Sensors (Basel, Switzerland). 20. PMID 32942628 DOI: 10.3390/s20185269   
2020 Anselmi F, Patel A, Rosasco L. Neurally plausible mechanisms for learning selective and invariant representations. Journal of Mathematical Neuroscience. 10: 12. PMID 32809093 DOI: 10.1186/s13408-020-00088-7   
2020 Anselmi F, Patel A, Rosasco L. Neurally plausible mechanisms for learning selective and invariant representations. Journal of Mathematical Neuroscience. 10: 12. PMID 32809093 DOI: 10.1186/s13408-020-00088-7   
2020 Chang YT, Lu PY, Lai CS. Disparity of perspectives between teachers and learners on perioperative teaching and learning. Bmc Medical Education. 20: 244. PMID 32736559 DOI: 10.1186/s12909-020-02172-8   
2020 Taswell CA, Costa VD, Basile BM, Pujara MS, Jones B, Manem N, Murray EA, Averbeck BB. Effects of Amygdala Lesions on Object-Based Versus Action-Based Learning in Macaques. Cerebral Cortex (New York, N.Y. : 1991). PMID 32954409 DOI: 10.1093/cercor/bhaa241   
2020 Hostetter AB, Pouw W, Wakefield EM. Learning From Gesture and Action: An Investigation of Memory for Where Objects Went and How They Got There. Cognitive Science. 44: e12889. PMID 32893407 DOI: 10.1111/cogs.12889   
2020 Aggleton JP, Nelson AJD. Distributed interactive brain circuits for object-in-place memory: A place for time? Brain and Neuroscience Advances. 4: 2398212820933471. PMID 32954003 DOI: 10.1177/2398212820933471   
2020 Choi Y, Shin EY, Kim S. Spatiotemporal dissociation of fMRI activity in the caudate nucleus underlies human de novo motor skill learning. Proceedings of the National Academy of Sciences of the United States of America. PMID 32900934 DOI: 10.1073/pnas.2003963117   
2020 Jiang YG, Cheng C, Lin H, Fu Y. Learning Layer-Skippable Inference Network. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32857695 DOI: 10.1109/TIP.2020.3018269   
2020 Lester CA, Coe AB, Dorsch MP, Farris KB, Flynn AJ. A learning pharmacy practice enabled by the pharmacists' patient care process. Journal of the American Pharmacists Association : Japha. PMID 32620363 DOI: 10.1016/j.japh.2020.05.013   
2020 Harris C, Liedtke J, Drees C, Schuett W. Exploratory behaviour is not related to associative learning ability in the carabid beetle Nebria brevicollis. Behavioural Processes. 104224. PMID 32828809 DOI: 10.1016/j.beproc.2020.104224   
2020 Sun S, Dong W, Liu Q. Multi-view Representation Learning with Deep Gaussian Processes. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750782 DOI: 10.1109/TPAMI.2020.3001433   
2020 Spampinato D, Celnik P. Multiple Motor Learning Processes in Humans: Defining Their Neurophysiological Bases. The Neuroscientist : a Review Journal Bringing Neurobiology, Neurology and Psychiatry. 1073858420939552. PMID 32713291 DOI: 10.1177/1073858420939552   
2020 Chambon V, Théro H, Vidal M, Vandendriessche H, Haggard P, Palminteri S. Information about action outcomes differentially affects learning from self-determined versus imposed choices. Nature Human Behaviour. PMID 32747804 DOI: 10.1038/s41562-020-0919-5   
2020 Ruiz E, Mayol-Cuevas W. Geometric Affordance Perception: Leveraging Deep 3D Saliency With the Interaction Tensor. Frontiers in Neurorobotics. 14: 45. PMID 32733228 DOI: 10.3389/fnbot.2020.00045   
2020 Ye M, Shen J, Zhang X, Yuen PC, Chang SF. Augmentation Invariant and Instance Spreading Feature for Softmax Embedding. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750841 DOI: 10.1109/TPAMI.2020.3013379   
2020 Zhu C, Cao L, Yin J. Unsupervised Heterogeneous Coupling Learning for Categorical Representation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750827 DOI: 10.1109/TPAMI.2020.3010953   
2020 Kang Z, Lu X, Liang J, Bai K, Xu Z. Relation-Guided Representation Learning. Neural Networks : the Official Journal of the International Neural Network Society. 131: 93-102. PMID 32763763 DOI: 10.1016/j.neunet.2020.07.014   
2020 Grossberg S. A Path Toward Explainable AI and Autonomous Adaptive Intelligence: Deep Learning, Adaptive Resonance, and Models of Perception, Emotion, and Action. Frontiers in Neurorobotics. 14: 36. PMID 32670045 DOI: 10.3389/fnbot.2020.00036   
2020 Hong YD, Kim YJ, Lee KB. Smart Pack: Online Autonomous Object-Packing System Using RGB-D Sensor Data. Sensors (Basel, Switzerland). 20. PMID 32784913 DOI: 10.3390/s20164448   
2020 Hong YD, Kim YJ, Lee KB. Smart Pack: Online Autonomous Object-Packing System Using RGB-D Sensor Data. Sensors (Basel, Switzerland). 20. PMID 32784913 DOI: 10.3390/s20164448   
2020 Gu B, Zhai Z, Deng C, Huang H. Efficient Active Learning by Querying Discriminative and Representative Samples and Fully Exploiting Unlabeled Data. Ieee Transactions On Neural Networks and Learning Systems. PMID 32845848 DOI: 10.1109/TNNLS.2020.3016928   
2020 Bogaerts L, Richter CG, Landau AN, Frost R. Beta-band activity is a signature of statistical learning. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 32826312 DOI: 10.1523/JNEUROSCI.0771-20.2020   
2020 Li T, Fong S, Siu SWI, Yang XS, Liu LS, Mohammed S. White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environment. Computer Methods and Programs in Biomedicine. 197: 105724. PMID 32877817 DOI: 10.1016/j.cmpb.2020.105724   
2020 Palumbo F, Serneels B, Pelgrims R, Yaksi E. The Zebrafish Dorsolateral Habenula Is Required for Updating Learned Behaviors. Cell Reports. 32: 108054. PMID 32846116 DOI: 10.1016/j.celrep.2020.108054   
2020 Ou G, Yu G, Domeniconi C, Lu X, Zhang X. Multi-label zero-shot learning with graph convolutional networks. Neural Networks : the Official Journal of the International Neural Network Society. 132: 333-341. PMID 32977278 DOI: 10.1016/j.neunet.2020.09.010   
2020 Prior Filipe H, Paton M, Tipping J, Schneeweiss S, Mack HG. Microlearning to improve CPD learning objectives. The Clinical Teacher. PMID 32725877 DOI: 10.1111/tct.13208   
2020 Bau D, Zhu JY, Strobelt H, Lapedriza A, Zhou B, Torralba A. Understanding the role of individual units in a deep neural network. Proceedings of the National Academy of Sciences of the United States of America. PMID 32873639 DOI: 10.1073/pnas.1907375117   
2020 Gale EM, Martin N, Blything R, Nguyen A, Bowers JS. Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes? Vision Research. 176: 60-71. PMID 32781347 DOI: 10.1016/j.visres.2020.06.007   
2020 Yan C, Zheng Q, Chang X, Luo M, Yeh CH, Hauptmann AG. Semantics-Preserving Graph Propagation for Zero-Shot Object Detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32746247 DOI: 10.1109/TIP.2020.3011807   
2020 Wan S, Hou Y, Bao F, Ren Z, Dong Y, Dai Q, Deng Y. Human-in-the-Loop Low-Shot Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 32813663 DOI: 10.1109/TNNLS.2020.3011559   
2020 Na GS, Chang H, Kim HW. Machine-guided representation for accurate graph-based molecular machine learning. Physical Chemistry Chemical Physics : Pccp. PMID 32780040 DOI: 10.1039/d0cp02709j   
2020 Zhang J, Lei YK, Zhang Z, Chang J, Li M, Han X, Yang L, Yang YI, Gao YQ. A Perspective on Deep Learning for Molecular Modeling and Simulations. The Journal of Physical Chemistry. A. PMID 32786668 DOI: 10.1021/acs.jpca.0c04473   
2020 Jiang T, Gradus JL, Rosellini AJ. Supervised Machine Learning: A Brief Primer. Behavior Therapy. 51: 675-687. PMID 32800297 DOI: 10.1016/j.beth.2020.05.002   
2020 Zhou X, Fu Q, Rose M. The Role of Edge-Based and Surface-Based Information in Incidental Category Learning: Evidence From Behavior and Event-Related Potentials. Frontiers in Integrative Neuroscience. 14: 36. PMID 32792919 DOI: 10.3389/fnint.2020.00036   
2020 Bartolomé I, Llidó A, Darbra S, Pallarès M. Early postnatal neuroactive steroid manipulation differentially affects recognition memory and passive avoidance performance in male rats. Behavioural Brain Research. 394: 112833. PMID 32726667 DOI: 10.1016/j.bbr.2020.112833   
2020 Eichenbaum A, Scimeca JM, D'Esposito M. Dissociable Neural Systems Support the Learning and Transfer of Hierarchical Control Structure. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 32690614 DOI: 10.1523/JNEUROSCI.0847-20.2020   
2020 Ye HJ, Zhan DC, Jiang Y, Zhou ZH. Heterogeneous Few-Shot Model Rectification with Semantic Mapping. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750764 DOI: 10.1109/TPAMI.2020.2994749   
2020 Gilad A, Maor I, Mizrahi A. Learning-related population dynamics in the auditory thalamus. Elife. 9. PMID 32639231 DOI: 10.7554/eLife.56307   
2020 Ioannou GN, Tang W, Beste LA, Tincopa MA, Su GL, Van T, Tapper EB, Singal AG, Zhu J, Waljee AK. Assessment of a Deep Learning Model to Predict Hepatocellular Carcinoma in Patients With Hepatitis C Cirrhosis. Jama Network Open. 3: e2015626. PMID 32870314 DOI: 10.1001/jamanetworkopen.2020.15626   
2020 Lu X, Penney TB, Kang SHK. Category similarity affects study choices in self-regulated learning. Memory & Cognition. PMID 32740725 DOI: 10.3758/s13421-020-01074-w   
2020 Nguyen T, Raich R. Incomplete Label Multiple Instance Multiple Label Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32813649 DOI: 10.1109/TPAMI.2020.3017456   
2020 Zhong J, Zeng X, Cao W, Wu S, Liu C, Yu Z, Wong HS. Semisupervised Multiple Choice Learning for Ensemble Classification. Ieee Transactions On Cybernetics. PMID 32924945 DOI: 10.1109/TCYB.2020.3016048   
2020 Li H, Wang S, Wan R, Kot Chichung A. GMFAD: Towards Generalized Visual Recognition via Multi-Layer Feature Alignment and Disentanglement. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32870783 DOI: 10.1109/TPAMI.2020.3020554   
2020 Li H, Wang S, Wan R, Kot Chichung A. GMFAD: Towards Generalized Visual Recognition via Multi-Layer Feature Alignment and Disentanglement. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32870783 DOI: 10.1109/TPAMI.2020.3020554   
2020 Majchrowicz B, Kulakova E, Di Costa S, Haggard P. Learning from informative losses boosts the sense of agency. Quarterly Journal of Experimental Psychology (2006). 1747021820958258. PMID 32972317 DOI: 10.1177/1747021820958258