Publications - Machine Learning SG

Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning (2020)

Haoliang Li Renjie Wan Shiqi Wang Alex C. Kot

feature learning cognitive neuroscience of visual object recognition encoder classifier segmentation +6 more

International Journal of Computer Vision 2 citations Published 2020-08-11
Theoretical and experimental analysis on the generalizability of distribution regression network (2020)

Connie Khor Li Kou Connie Khor Li Kou Hwee Kuan Lee Teck Khim Ng Jorge Sanz

artificial neural network regression analysis generalizability theory population regression +6 more

Neurocomputing Published 2020-08-11
Single-shot bidirectional pyramid networks for high-quality object detection (2020)

Xiongwei Wu Doyen Sahoo Daoxin Zhang Daoxin Zhang Jianke Zhu Steven C.H. Hoi Steven C.H. Hoi

object detection pyramid deep learning computer vision detector +3 more

Neurocomputing Published 2020-08-11
Meta-matching: a simple framework to translate phenotypic predictive models from big to small data (2020)

T. He L. An J. Feng D. Bzdok A. J. Holmes S. B. Eickhoff B. T. T. Yeo

small data biobank machine learning neuroimaging upper and lower bounds +5 more

bioRxiv 4 citations Published 2020-08-11
Balancing computational complexity and generalization ability: A novel design for ELM (2020)

Edoardo Ragusa Paolo Gastaldo Rodolfo Zunino Erik Cambria

extreme learning machine heuristic computational complexity theory novelty basis function +5 more

Neurocomputing 1 citations Published 2020-08-11
Deep Reinforcement Learning with Label Embedding Reward for Supervised Image Hashing (2020)

Zhenzhen Wang Weixiang Hong Junsong Yuan

autoencoder perceptron hash function binary code image retrieval +6 more

arXiv preprint arXiv:2008.03973 Published 2020-08-10
How Complex or Abstract Are Science Learning Outcomes? A Novel Coding Scheme Based on Semantic Density and Gravity (2020)

Yew-Jin Lee Dongsheng Wan

science education semantics learning standards coding coding theory +6 more

Research in Science Education Published 2020-08-08
Hierarchial Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection. (2020)

Xinyi Xu Tiancheng Huang Pengfei Wei Akshay Narayan Tze-Yun Leong

reinforcement learning interpretability heuristic decision making artificial intelligence +5 more

arXiv preprint arXiv:2008.03444 1 citations Published 2020-08-08
Artificial intelligence and deep learning in glaucoma: Current state and future prospects. (2020)

Michaël J A Girard Leopold Schmetterer

glaucoma optic neuropathy visual field deep learning medicine +5 more

Progress in Brain Research Published 2020-08-08
NuI-Go: Recursive Non-Local Encoder-Decoder Network for Retinal Image Non-Uniform Illumination Removal (2020)

Chongyi Li Huazhu Fu Runmin Cong Zechao Li Qianqian Xu

encoder segmentation computer vision retinal recursion +6 more

arXiv preprint arXiv:2008.02984 Published 2020-08-07
Mechanism of baricitinib supports artificial intelligence-predicted testing in COVID-19 patients. (2020)

Justin Stebbing Venkatesh Krishnan Stephanie de Bono Silvia Ottaviani Giacomo Casalini Peter J Richardson Vanessa Monteil Volker M Lauschke Ali Mirazimi Sonia Youhanna Yee-Joo Tan Yee-Joo Tan Fausto Baldanti Antonella Sarasini Jorge A Ross Terres Brian J Nickoloff Richard E Higgs Guilherme Rocha Nicole L Byers Douglas E Schlichting Ajay Nirula Anabela Cardoso Mario Corbellino

viral load janus kinase rheumatoid arthritis kinase pharmacokinetics +5 more

Embo Molecular Medicine 34 citations Published 2020-08-07
Hidden population modes in social brain morphology: Its parts are more than its sum (2020)

Hannah Kiesow R. Nathan Spreng Avram J. Holmes M. Mallar Chakravarty Andre F. Marquand Andre F. Marquand B.T. Thomas Yeo Danilo Bzdok

social neuroscience population loneliness empathy temporoparietal junction +6 more

bioRxiv Published 2020-08-07
Zero-Shot Multi-View Indoor Localization via Graph Location Networks (2020)

Meng-Jiun Chiou Zhenguang Liu Yifang Yin An-An Liu Roger Zimmermann

computer vision computer science artificial intelligence graph

Proceedings of the 28th ACM International Conference on Multimedia Published 2020-08-06
Image Generation for Efficient Neural Network Training in Autonomous Drone Racing (2020)

Theo Morales Andriy Sarabakha Erdal Kayacan

object detection drone convolutional neural network artificial neural network computer vision +3 more

arXiv preprint arXiv:2008.02596 Published 2020-08-06
Contrastive Variational Reinforcement Learning for Complex Observations (2020)

Xiao Ma Siwei Chen David Hsu Wee Sun Lee

reinforcement learning mutual information artificial intelligence robot computer science +2 more

arXiv: Learning Published 2020-08-06
Contrastive Variational Model-Based Reinforcement Learning for Complex Observations. (2020)

Xiao Ma Siwei Chen David Hsu Wee Sun Lee

reinforcement learning artificial intelligence mutual information online search generative grammar +3 more

arXiv preprint arXiv:2008.02430 Published 2020-08-06
A Bayesian Level-k Model in n-Person Games (2020)

Teck-Hua Ho So-Eun Park Xuanming Su

variable order bayesian network bayesian statistics bayesian game bayesian probability hierarchy +3 more

Management Science Published 2020-08-06
Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning (2020)

Kshitij Dwivedi Jiahui Huang Radoslaw Martin Cichy Gemma Roig

transfer of learning model selection initialization ranking robustness +6 more

arXiv preprint arXiv:2008.02107 1 citations Published 2020-08-05
Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical Simulations (2020)

Hongtao Wu Gregory S. Chirikjian

robot affordance binary classification deep learning computer vision +6 more

arXiv preprint arXiv:2008.02321 Published 2020-08-05
PatchNets: Patch-Based Generalizable Deep Implicit 3D Shape Representations (2020)

Edgar Tretschk Ayush Tewari Vladislav Golyanik Michael Zollhöfer Carsten Stoll Christian Theobalt

computer science pattern recognition artificial intelligence

European Conference on Computer Vision (ECCV) Published 2020-08-04

Previous Next

Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning (2020)

Theoretical and experimental analysis on the generalizability of distribution regression network (2020)

Single-shot bidirectional pyramid networks for high-quality object detection (2020)

Meta-matching: a simple framework to translate phenotypic predictive models from big to small data (2020)

Balancing computational complexity and generalization ability: A novel design for ELM (2020)

Deep Reinforcement Learning with Label Embedding Reward for Supervised Image Hashing (2020)

How Complex or Abstract Are Science Learning Outcomes? A Novel Coding Scheme Based on Semantic Density and Gravity (2020)

Hierarchial Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection. (2020)

Artificial intelligence and deep learning in glaucoma: Current state and future prospects. (2020)

NuI-Go: Recursive Non-Local Encoder-Decoder Network for Retinal Image Non-Uniform Illumination Removal (2020)

Mechanism of baricitinib supports artificial intelligence-predicted testing in COVID-19 patients. (2020)

Hidden population modes in social brain morphology: Its parts are more than its sum (2020)

Zero-Shot Multi-View Indoor Localization via Graph Location Networks (2020)

Image Generation for Efficient Neural Network Training in Autonomous Drone Racing (2020)

Contrastive Variational Reinforcement Learning for Complex Observations (2020)

Contrastive Variational Model-Based Reinforcement Learning for Complex Observations. (2020)

A Bayesian Level-k Model in n-Person Games (2020)

Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning (2020)

Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical Simulations (2020)

PatchNets: Patch-Based Generalizable Deep Implicit 3D Shape Representations (2020)