Kai-min K. Chang, Ph.D. - Related publications

Affiliations: 
Carnegie Mellon University, Pittsburgh, PA 
Area:
Psycholinguistics, cognitive neuroscience, autism
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Henningsen-Schomers MR, Pulvermüller F. Modelling concrete and abstract concepts using brain-constrained deep neural networks. Psychological Research. PMID 34762152 DOI: 10.1007/s00426-021-01591-6   
2021 Li Y, Qi Y, Wang Y, Wang Y, Xu K, Pan G. Robust neural decoding by kernel regression with Siamese representation learning. Journal of Neural Engineering. 18. PMID 34663771 DOI: 10.1088/1741-2552/ac2c4e   
2021 Lee CE, Chung M, Shin YG. Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation. Computer Methods and Programs in Biomedicine. 213: 106547. PMID 34839269 DOI: 10.1016/j.cmpb.2021.106547   
2021 Cai L, Xu X, Zhang L, Foo CS. Exploring Spatial Diversity for Region-Based Active Learning. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 30: 8702-8712. PMID 34665728 DOI: 10.1109/TIP.2021.3120041   
2021 Huang X, Zhou N, Choi KS. A Generalizable and Discriminative Learning Method for Deep EEG-Based Motor Imagery Classification. Frontiers in Neuroscience. 15: 760979. PMID 34744622 DOI: 10.3389/fnins.2021.760979   
2021 Saito N, Ogata T, Mori H, Murata S, Sugano S. Tool-Use Model to Reproduce the Goal Situations Considering Relationship Among Tools, Objects, Actions and Effects Using Multimodal Deep Neural Networks. Frontiers in Robotics and Ai. 8: 748716. PMID 34651020 DOI: 10.3389/frobt.2021.748716   
2021 Yang P, Zhao C, Yang Q, Wei Z, Xiao X, Shen L, Wang T, Lei B, Peng Z. Diagnosis of obsessive-compulsive disorder via spatial similarity-aware learning and fused deep polynomial network. Medical Image Analysis. 75: 102244. PMID 34700244 DOI: 10.1016/j.media.2021.102244   
2021 Li Z, Sun Y, Zhang L, Tang J. CTNet: Context-based Tandem Network for Semantic Segmentation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34855586 DOI: 10.1109/TPAMI.2021.3132068   
2021 Choi H, Lim S, Min K, Ahn KH, Lee KM, Jang DP. Non-human primate epidural ECoG analysis using explainable deep learning technology. Journal of Neural Engineering. PMID 34695809 DOI: 10.1088/1741-2552/ac3314   
2021 Doborjeh M, Doborjeh Z, Kasabov N, Barati M, Wang GY. Deep Learning of Explainable EEG Patterns as Dynamic Spatiotemporal Clusters and Rules in a Brain-Inspired Spiking Neural Network. Sensors (Basel, Switzerland). 21. PMID 34300640 DOI: 10.3390/s21144900   
2021 Seker MY, Ahmetoglu A, Nagai Y, Asada M, Oztop E, Ugur E. Imitation and mirror systems in robots through Deep Modality Blending Networks. Neural Networks : the Official Journal of the International Neural Network Society. 146: 22-35. PMID 34839090 DOI: 10.1016/j.neunet.2021.11.004   
2021 Chung S, Abbott LF. Neural population geometry: An approach for understanding biological and artificial neural networks. Current Opinion in Neurobiology. 70: 137-144. PMID 34801787 DOI: 10.1016/j.conb.2021.10.010   
2021 Adamchick J, Pérez Aguirreburualde MS, Perez AM, O'Brien MK. One Coin, Two Sides: Eliciting Expert Knowledge From Training Participants in a Capacity-Building Program for Veterinary Professionals. Frontiers in Veterinary Science. 8: 729159. PMID 34760954 DOI: 10.3389/fvets.2021.729159   
2021 Bi Y, Li C, Benezeth Y, Yang F. Impacts of multicollinearity on CAPT modalities: An heterogeneous machine learning framework for computer-assisted French phoneme pronunciation training. Plos One. 16: e0257901. PMID 34662367 DOI: 10.1371/journal.pone.0257901   
2021 Balakrishnan V, Shi Z, Law CL, Lim R, Teh LL, Fan Y. A deep learning approach in predicting products' sentiment ratings: a comparative analysis. The Journal of Supercomputing. 1-21. PMID 34754140 DOI: 10.1007/s11227-021-04169-6   
2021 Núñez Jareño SJ, van Helden DP, Mirkes EM, Tyukin IY, Allison PM. Learning from Scarce Information: Using Synthetic Data to Classify Roman Fine Ware Pottery. Entropy (Basel, Switzerland). 23. PMID 34573765 DOI: 10.3390/e23091140   
2021 Do Q, Hasselmo ME. Neural circuits and symbolic processing. Neurobiology of Learning and Memory. 186: 107552. PMID 34763073 DOI: 10.1016/j.nlm.2021.107552   
2021 Paulon G, Llanos F, Chandrasekaran B, Sarkar A. Bayesian Semiparametric Longitudinal Drift-Diffusion Mixed Models for Tone Learning in Adults. Journal of the American Statistical Association. 116: 1114-1127. PMID 34650315 DOI: 10.1080/01621459.2020.1801448   
2021 Lin CC, Chu HL, Wang YF, Lei CL. Joint Feature Disentanglement and Hallucination for Few-Shot Image Classification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34739379 DOI: 10.1109/TIP.2021.3124322   
2021 Ye H, Wang Y, Cao F. A novel meta-learning framework: Multi-features adaptive aggregation method with information enhancer. Neural Networks : the Official Journal of the International Neural Network Society. 144: 755-765. PMID 34688017 DOI: 10.1016/j.neunet.2021.09.029   
2021 Zheng C, Pan L, Wu P. Attribute Augmented Network Embedding Based on Generative Adversarial Nets. Ieee Transactions On Neural Networks and Learning Systems. PMID 34623283 DOI: 10.1109/TNNLS.2021.3116419   
2021 Russo S, Besmer MD, Blumensaat F, Bouffard D, Disch A, Hammes F, Hess A, Lürig M, Matthews B, Minaudo C, Morgenroth E, Tran-Khac V, Villez K. The value of human data annotation for machine learning based anomaly detection in environmental systems. Water Research. 206: 117695. PMID 34626884 DOI: 10.1016/j.watres.2021.117695   
2021 Ye Q, Liu C. An Unsupervised Deep Feature Learning Model Based on Parallel Convolutional Autoencoder for Intelligent Fault Diagnosis of Main Reducer. Computational Intelligence and Neuroscience. 2021: 8922656. PMID 34630558 DOI: 10.1155/2021/8922656   
2021 Kim DJ, Oh TH, Choi J, Kweon IS. Dense Relational Image Captioning via Multi-task Triple-Stream Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34648432 DOI: 10.1109/TPAMI.2021.3119754   
2021 Russin J, Zolfaghar M, Park SA, Boorman E, O'Reilly RC. Complementary Structure-Learning Neural Networks for Relational Reasoning. Cogsci ... Annual Conference of the Cognitive Science Society. Cognitive Science Society (U.S.). Conference. 2021: 1560-1566. PMID 34617073   
2021 Macpherson T, Matsumoto M, Gomi H, Morimoto J, Uchibe E, Hikida T. Parallel and hierarchical neural mechanisms for adaptive and predictive behavioral control. Neural Networks : the Official Journal of the International Neural Network Society. 144: 507-521. PMID 34601363 DOI: 10.1016/j.neunet.2021.09.009   
2021 Flemotomos N, Martinez VR, Chen Z, Creed TA, Atkins DC, Narayanan S. Automated quality assessment of cognitive behavioral therapy sessions through highly contextualized language representations. Plos One. 16: e0258639. PMID 34679105 DOI: 10.1371/journal.pone.0258639   
2021 Han Y, Huang G, Song S, Yang L, Zhang Y, Jiang H. Spatially Adaptive Feature Refinement for Efficient Inference. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34752395 DOI: 10.1109/TIP.2021.3125263   
2021 Ding Y, Zheng W, Geng J, Qin Z, Choo KR, Qin Z, Hou X. MVFusFra: A Multi-View Dynamic Fusion Framework for Multimodal Brain Tumor Segmentation. Ieee Journal of Biomedical and Health Informatics. PMID 34699375 DOI: 10.1109/JBHI.2021.3122328   
2021 Strachan JWA, Curioni A, Constable MD, Knoblich G, Charbonneau M. Evaluating the relative contributions of copying and reconstruction processes in cultural transmission episodes. Plos One. 16: e0256901. PMID 34529662 DOI: 10.1371/journal.pone.0256901   
2021 Wang H, Deng C, Liu T, Tao D. Transferable Coupled Network for Zero-Shot Sketch-Based Image Retrieval. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34705637 DOI: 10.1109/TPAMI.2021.3123315   
2021 Wang Z, Lu B, Gao X, Jin Y, Wang Z, Cheung TH, Heng PA, Dou Q, Liu Y. Unsupervised feature disentanglement for video retrieval in minimally invasive surgery. Medical Image Analysis. 75: 102296. PMID 34781159 DOI: 10.1016/j.media.2021.102296   
2021 Stoeve M, Schuldhaus D, Gamp A, Zwick C, Eskofier BM. From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning. Sensors (Basel, Switzerland). 21. PMID 33924985 DOI: 10.3390/s21093071   
2021 Wang D, Liu K, Mohaisen D, Wang P, Lu CT, Fu Y. Towards Semantically-Rich Spatial Network Representation Learning Automated Feature Topic Pairing. Frontiers in Big Data. 4: 762899. PMID 34746772 DOI: 10.3389/fdata.2021.762899   
2021 Guan H, Wang C, Cheng J, Jing J, Liu T. A parallel attention-augmented bilinear network for early magnetic resonance imaging-based diagnosis of Alzheimer's disease. Human Brain Mapping. PMID 34676625 DOI: 10.1002/hbm.25685   
2021 Li G, Li J, Wang N, Ding X, Li Z, Gao X. Multi-Hierarchical Category Supervision for Weakly-Supervised Temporal Action Localization. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34748492 DOI: 10.1109/TIP.2021.3124671   
2021 Zhao Y, Zhang L, Liu Y, Meng D, Cui Z, Gao C, Gao X, Lian C, Shen D. Two-Stream Graph Convolutional Network for Intra-oral Scanner Image Segmentation. Ieee Transactions On Medical Imaging. PMID 34714743 DOI: 10.1109/TMI.2021.3124217   
2021 Wang L, Liu Y, Di H, Qin C, Sun G, Fu Y. Semi-supervised Dual Relation Learning for Multi-label Classification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34731080 DOI: 10.1109/TIP.2021.3122003   
2021 Du R, Xie J, Ma Z, Chang D, Song YZ, Guo J. Progressive Learning of Category-Consistent Multi-Granularity Features for Fine-Grained Visual Classification. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34752385 DOI: 10.1109/TPAMI.2021.3126668   
2021 Wang C, Nong Z, Gao C, Li Z, Zeng J, Xing Z, Liu Y. Enriching query semantics for code search with reinforcement learning. Neural Networks : the Official Journal of the International Neural Network Society. 145: 22-32. PMID 34710788 DOI: 10.1016/j.neunet.2021.09.025   
2021 Zhuo T, Huang Q, Kankanhalli M. Unsupervised Abstract Reasoning for Raven's Problem Matrices. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 30: 8332-8341. PMID 34587009 DOI: 10.1109/TIP.2021.3114987   
2021 Li YL, Xu Y, Xu X, Mao X, Lu C. Learning Single/Multi-Attribute of Object with Symmetry and Group. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34637379 DOI: 10.1109/TPAMI.2021.3119406   
2021 Shen Y, Yang M, Li Y, Wang D, Zheng H, Chen D. Knowledge-Based Reasoning Network for Relation Detection. Ieee Transactions On Neural Networks and Learning Systems. PMID 34752410 DOI: 10.1109/TNNLS.2021.3123751   
2021 Leitherer A, Ziletti A, Ghiringhelli LM. Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning. Nature Communications. 12: 6234. PMID 34716341 DOI: 10.1038/s41467-021-26511-5   
2021 Shehnepoor S, Togneri R, Liu W, Bennamoun M. HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. Ieee Transactions On Neural Networks and Learning Systems. PMID 34752411 DOI: 10.1109/TNNLS.2021.3123876   
2021 Jiang MY, Jong MS, Lau WW, Meng YL, Chai CS, Chen M. Validating the General Extended Technology Acceptance Model for E-Learning: Evidence From an Online English as a Foreign Language Course Amid COVID-19. Frontiers in Psychology. 12: 671615. PMID 34658995 DOI: 10.3389/fpsyg.2021.671615   
2021 Liu J, Chao F, Yang L, Lin CM, Shang C, Shen Q. Decoder Choice Network for Metalearning. Ieee Transactions On Cybernetics. PMID 34851841 DOI: 10.1109/TCYB.2021.3123403   
2021 Horry MJ, Chakraborty S, Pradhan B, Fallahpoor M, Chegeni H, Paul M. Factors determining generalization in deep learning models for scoring COVID-CT images. Mathematical Biosciences and Engineering : Mbe. 18: 9264-9293. PMID 34814345 DOI: 10.3934/mbe.2021456   
2021 Zhang J, Wen X, Cho A, Whang M. An Empathy Evaluation System Using Spectrogram Image Features of Audio. Sensors (Basel, Switzerland). 21. PMID 34770419 DOI: 10.3390/s21217111   
2021 Bruzón AG, Arrogante-Funes P, Arrogante-Funes F, Martín-González F, Novillo CJ, Fernández RR, Vázquez-Jiménez R, Alarcón-Paredes A, Alonso-Silverio GA, Cantu-Ramirez CA, Ramos-Bernal RN. Landslide Susceptibility Assessment Using an AutoML Framework. International Journal of Environmental Research and Public Health. 18. PMID 34682717 DOI: 10.3390/ijerph182010971