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ATSUMI Masayasu

Profile Research field Education Activities Research achievement On-Campus Activities Off-Campus Activities

 

Published Papers
No.Title URL, Journal, Vol( Number), From Page- To Page, Publication date, DOI 
1
Introducing inductive bias on vision transformers through Gram matrix similarity based regularization , Artificial Life and Robotics, 28( 1), 106- 116, Jan. 5, 2023, https://doi.org/10.1007/s10015-022-00845-9 
2
Introducing Inductive Bias on Vision Transformers through Gram Matrix Similarity based Regularization , Proc. AROB(The 28th International Symposium on Artificial Life and Robotics)-ISBC(The 8th International Symposium on BioComplexity)-SWARM(The 6th International Symposium on Swarm Behavior and Bio-Inspired Robotics) 2023, ,   , Jan. 2023,  
3
Length-Based Curriculum Learning for Efficient Pre-training of Language Models , New Generation Computing, 41( 1), 109- 134, 2023, https://doi.org/10.1007/s00354-022-00198-8 
4
Prediction and Analysis of Drug-Glycoprotein Interactions with Mutual Attention Neural Networks , Proc. 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, ,   , Dec. 2022,  
5
Regularizing self-attention on vision transformers with 2D spatial distance loss , Artificial Life and Robotics, 27( 3), 586- 593, Jul. 18, 2022, https://doi.org/10.1007/s10015-022-00774-7 
6
Evaluating Data Augmentation with Automatic Generation of Sentiment Polarity and Targets in ABSA , , 第2分冊,  673- 674, Mar. 2022,  
7
Available Viewing Angle Estimation with Semantic Segment Distribution at Unsignalizwed Intersections , Transactions of Society of Automotive Engineers of Japan, 53( 2), 296- 301, Mar. 2022,  
8
Semantic Map-based Global Self-localization and Movement Direction Estimation for Mobile Robots , , 第2分冊,  177- 178, Mar. 2022,  
9
Prediction of Topic Sentiment Polarity of Customers’ Reviews from Business Attributes using Dual-head MLP , Proceedings of the 27th International Symposium on Artificial Life and Robotics 2022, ,  653- 657, Jan. 2022,  
10
Regularizing Self-attention on Vision Transformers with 2D Spatial Distance Loss , Proceedings of the 27th International Symposium on Artificial Life and Robotics 2022, ,  726- 731, Jan. 2022,  
11
Evolutionary NAS for Aerial Image Segmentation with Gene Expression Programming of Cellular Encoding , Neural Computing and Applications, ,   , Oct. 3, 2021, https://doi.org/10.1007/s00521-021-06564-9 
12
Viewing Angle Estimation with Semantic Segment Distribution at Unsignalized Intersections , , 文献番号20216070,   , Oct. 2021,  
13
Pre-training a BERT with Curriculum Learning by Increasing Block-Size of Input Text , Proceedings of Recent Advances in Natural Language Processing 2021, ,  993- 1000, Sep. 2021,  
14
Searching for CNN Architectures for Remote Sensing Scene Classification , IEEE Transactions on Geoscience and Remote Sensing, 60,  1- 13, Jul. 2021, https://doi.org/10.1109/tgrs.2021.3097938 
15
Evolutionary NAS with Gene Expression Programming of Cellular Encoding , 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, ,  2670- 2676, Dec. 2020, https://doi.org/10.1109/SSCI47803.2020.9308346 
16
Many-to-many Voice Conversion based on a CycleGAN using a Radial Loss , , ,  2K4-ES-2-03- , Jun. 2020,  
17
Performance Enhancement of Region-based Spatio-temporal Neural Network for Traffic Risk Estimation using Real and Virtual Datasets , , ,  3F1-ES-2-01- , Jun. 2020,  
18
El Niño-Southern Oscillation forecasting using complex networks analysis of LSTM neural networks , Artificial Life and Robotics, 24( 4), 445- 451, Dec. 1, 2019, https://doi.org/10.1007/s10015-019-00540-2 
19
Examination of how to estimate the viewing angle at intersections , Proceedings - 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018, ,  729- 733, Dec. 2018, https://doi.org/10.1109/SCIS-ISIS.2018.00121 
20
Paraphrase identification for twitter by Co-training based on words and characters , Proceedings - 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018, ,  1448- 1452, Dec. 2018, https://doi.org/10.1109/SCIS-ISIS.2018.00227 
21
Person Re-identification for mobile robot using online transfer learning , Proceedings - 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018, ,  977- 981, Dec. 2018, https://doi.org/10.1109/SCIS-ISIS.2018.00162 
22
El Niño-southern Oscillation Forecasting using Complex Networks Analysis of LSTM Neural Networks , Proc. on 23rd Int. Sympo. on Artificial Life and Robotics, ,  100-105- , Jan. 2018,  
23
Topic Management in Dialogue with Object-oriented Action Recognition , , 29,  2F4-OS-01a-5- 4, Jun. 2015,  
24
Probabilistic Categorization of Images and Symbols of Object-oriented Actions and Activities , , 28,  2I5-OS-08b-5- 4, Jun. 2014,  
25
Learning probabilistic semantic network of object-oriented action and activity , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8722,  1- 12, 2014, https://doi.org/10.1007/978-3-319-10554-3_1 
26
Scene Learning and Recognition based on Attention and Co-occurrence , , 27,  2H1-3- 4, Jun. 2013,  
27
Attention-Guided Organized Perception and Learning of Object Categories Based on Probabilistic Latent Variable Models , Journal of Intelligent Learning Systems and Applications, Vol.5( No.2), 123- 133, May. 2013,  
28
Object categorization in context based on probabilistic learning of classification tree with boosted features and co-occurrence structure , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8033 LNCS( PART 1), 416- 426, 2013, https://doi.org/10.1007/978-3-642-41914-0_41 
29
Object and Scene Recognition based on Learning Probabilistic Latent Component Tree with Boosted Features , International Journal of Machine Learning and Computing, Vol.2( No.6), 762-766- , Dec. 2012,  
30
Learning Visual Categories based on Probabilistic Latent Component Models with Semi-supervised Labeling , GSTF International Journal on Computing, Vol.2( No.1), 88-93- , Apr. 2012,  
31
Visual categorization based on learning contextual probabilistic latent component tree , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7552 LNCS( PART 1), 419- 426, 2012, https://doi.org/10.1007/978-3-642-33269-2_53 
32
Visual Category Learning based on Probabilistic Latent Component Models with Semi-supervised Labeling , Proceedings of 2nd Annual International Conference on Advanced Topics in Artificial Intelligence, ,  50-55- , Nov. 2011,  
33
Learning Categorical Object Composition based on Probabilistic Latent Component Trees , Proceedings of the 25th Annual Conference of the Japanese Society for Artificial Intelligence, 25,  1l1-3,4p.- 4, Jun. 2011,  
34
A Preliminary Study on Attention-mediated Perceptual Organization and Learning for Constructive Object Recognition , , 24,  2E2-2, 3p.- 3, Jun. 2010,  
35
Probabilistic learning of visual object composition from attended segments , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6454 LNCS( PART 2), 696- 705, 2010, https://doi.org/10.1007/978-3-642-17274-8_68 
36
Learning visual object categories and their composition based on a probabilistic latent variable model , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6443 LNCS( PART 1), 247- 254, 2010, https://doi.org/10.1007/978-3-642-17537-4_31 
37
Probabilistic object learning through attention-based organized perception , SCIS and ISIS 2010 - Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems, ,  304- 309, 2010,  
38
Visual Attention and Perceptual Organization on Dynamically-formed Markov Random Fields , , 23,  1I2-2, 4p.- 4, Jun. 2009,  
39
A probabilistic model of visual attention and perceptual organization for constructive object recognition , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5876 LNCS( PART 2), 778- 787, 2009, https://doi.org/10.1007/978-3-642-10520-3_74 
40
A Dynamical Model of Attention and Segmentation on an Image Pyramid Sequence , Proceedings of Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems, ,  1255-1260- , Sep. 2008,  
41
E-025 An Architecture for the Interactive News Providing System in Smart Homes , , ,  193-195- 195, Sep. 2008,  
42
A Dynamical Model of Attention and Segmentation on an Image Pyramid Sequence , Proceedings of Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems, ,  1255-1260- , Sep. 2008,  
43
User's Interest Structure Represented by a Self-Organizing Relationship Network and weighted TFIDF for Web News Providing , , 70,  2_63-2_64- 64, Mar. 2008,  
44
Stochastic Selective Attention and its Shift on the Visual Attention Pyramid , Proceedings of 14th Korea-Japan Joint Workshop on Frontiers of Computer Vision, ,  463-468- , Jan. 2008,  
45
Attention-based segmentation on an image pyramid sequence , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5259 LNCS,  625- 636, 2008, https://doi.org/10.1007/978-3-540-88458-3_56 
46
Stochastic Attentional Selection and Shift on the Visual Attention Pyramid , Proceedings of the 5th International Conference on Computer Vision Systems, ,  10p.- , Mar. 2007,  
47
Saliency-driven Scene Learning and Recognition based on Competitively Growing Neural Network using Temporal Coding , Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.9( No.3), 235-243- , May. 2005,  
48
Scene memory on competitively growing neural network using temporal coding: Self-organized learning and glance recognizability , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3316,  393- 398, 2004, https://doi.org/10.1007/978-3-540-30499-9_60 
49
Scene learning and glance recognizability based on competitively growing spiking neural network , IEEE International Conference on Neural Networks - Conference Proceedings, 4,  2859- 2864, 2004, https://doi.org/10.1109/IJCNN.2004.1381111 
50
Saliency-based scene recognition based on growing competitive neural network , Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 3,  2863- 2870, 2003,  
51
Sequence learning and planning on associative spiking neural network , Proceedings of the International Joint Conference on Neural Networks, 2,  1649- 1654, 2002,  
52
Simulator Complex for RoboCup Rescue Simulation Project - As test-bed for multi-agent organizational behavior in emergency case of large-scale disaster , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019 LNAI,  321- 326, 2001, https://doi.org/10.1007/3-540-45324-5_33 
53
Artificial neural development for pulsed neural network design-a simulation experiment on animat's cognitive map genesis , Proceedings of the 1st IEEE Symposium on Combinations of Evolutionary Computation and Neural Networks, ,  188- 198, 2000, https://doi.org/10.1109/ECNN.2000.886234 
54
View-guided Assumption-based Temporal Reasoning , Journal of Japanese Society for Artificial Intelligence, 6( 5), 663- 673, Sep. 1991,  
55
WORLDS: An Object-oriented, Rule-oriented and Logic-oriented Knowledge System/Language with Multiple Viewed-worlds Mechanism , Journal of Japanese Society for Artificial Intelligence, 5( 5), 538- 547, Sep. 1990,  

 

MISC
No.Title URL, Journal, Vol( Number), From Page- To Page, Publication date 
1
The RoboCup-Rescue Project , Journal of Japanese Society for Artificial Intelligence, 15( 5), 798- 806, Sep. 1, 2000 

 

Conference Activities & Talks
No.Title, Conference, Publication date, Promoter, Venue 
1
Introducing Inductive Bias on Vision Transformers through Gram Matrix Similarity based Regularization, AROB(The 28th International Symposium on Artificial Life and Robotics)-ISBC(The 8th International Symposium on BioComplexity)-SWARM(The 6th International Symposium on Swarm Behavior and Bio-Inspired Robotics) 2023, Jan. 27, 2023, ,  
2
Prediction and Analysis of Drug-Glycoprotein Interactions with Mutual Attention Neural Networks, 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, Dec. 2, 2022, ,  
3
Semantic Map-based Global Self-localization and Movement Direction Estimation for Mobile Robots, , Mar. 5, 2022, ,  
4
Evaluating Data Augmentation with Automatic Generation of Sentiment Polarity and Targets in ABSA, , Mar. 3, 2022, ,  
5
Prediction of Topic Sentiment Polarity of Customers’ Reviews from Business Attributes using Dual-head MLP, The 27th International Symposium on Artificial Life and Robotics 2022, Jan. 27, 2022, ,  
6
Regularizing Self-attention on Vision Transformers with 2D Spatial Distance Loss, The 27th International Symposium on Artificial Life and Robotics 2022, Jan. 26, 2022, ,  
7
Viewing Angle Estimation with Semantic Segment Distribution at Unsignalized Intersections, , Oct. 13, 2021, ,  
8
Pre-training a BERT with Curriculum Learning by Increasing Block-Size of Input Text, International Conference on Recent Advances in Natural Language Processing (RANLP2021), Sep. 3, 2021, ,  
9
Evolutionary NAS with gene Expression Programming of Cellular Encoding, 2020 IEEE Symposium Series on Computational Intelligence, Dec. 4, 2020, IEEE,  
10
Performance Enhancement of Region-based Spatio-temporal Neural Network for Traffic Risk Estimation using Real and Virtual Datasets, , Jun. 11, 2020, ,  
11
Many-to-many Voice Conversion based on a CycleGAN using a Radial Loss, The 34th Annual Conference of the Japanese Society for Artificial Intelligence, Jun. 10, 2020, ,  
12
El Niño-southern Oscillation Forecasting using Complex Networks Analysis of LSTM Neural Networks, 23rd Int. Sympo. on Artificial Life and Robotics, Jan. 2018, ,  
13
Learning Probabilistic Semantic Network of Object-Oriented Action and Activity, The 16th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, Sep. 2014, ,  
14
Object Categorization in Context based on Probabilistic Learning of Classification Tree with Boosted Features and Co-occurrence Structure, 9th International Symposium on Visual Computing, Jul. 2013, ,  
15
Object and Scene Recognition based on Learning Probabilistic Latent Component Tree with Boosted Features, 2012 International Conference on Information and Intelligent Computing, Dec. 2012, ,  
16
Visual Categorization based on Learning Contextual Probabilistic Latent Component Tree, 22nd International Conference on Artificial Neural Networks, Sep. 2012, ,  
17
Co-occurrence Object Recognition based on Learning a Labeled Object Category Tree from Foreground/Background Contexts, The 26th Annual Conference of the Japanese Society for Artificial Intelligence, Jun. 2012, ,  
18
Visual Category Learning based on Probabilistic Latent Component Models with Semi-supervised Labeling, 2nd Annual International Conference on Advanced Topics in Artificial Intelligence (ATAI2011), Nov. 2011, ,  
19
Learning Categorical Object Composition based on Probabilistic Latent Component Trees, The 25th Annual Conference of the Japanese Society for Artificial Intelligence, Jun. 2011, ,  
20
Generation of Cooking Procedure based on a Cooking Ontology and Sequence Learning, The 73rd National Convention of IPSJ, Mar. 2011, ,  
21
LDA-based Method for Learning User's Interests from Web News, The 73rd National Convention of IPSJ, Mar. 2011, ,  
22
Probabilistic Object Learning through Attention-based Organized Perception, Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems, Dec. 2010, ,  
23
Probabilistic Learning of Visual Object Composition from Attended Segments, 6th International Symposium on Visual Computing, Nov. 2010, ,  
24
Learning Visual Object Categories and Their Composition Based on a Probabilistic Latent Variable Model, 17th International Conference on Neural Information Processing, Nov. 2010, ,  
25
A Preliminary Study on Attention-mediated Perceptual Organization and Learning for Constructive Object Recognition, The 24th Annual Conference of the Japanese Society for Artificial Intelligence, Jun. 2010, ,  
26
A Probabilistic Model of Visual Attention and Perceptual Organization for Constructive Object Recognition, 5th International Symposium on Visual Computing(ISVC2009), Dec. 2009, ,  
27
A Representation and Clustering of User's Interests by using Case Structures for Retrieval of News Documents, Forum on Information Technology 2009, Sep. 2009, ,  
28
Visual Attention and Perceptual Organization on Dynamically-formed Markov Random Fields, The 23rd Annual Conference of the Japanese Society for Artificial Intelligence, Jun. 2009, ,  
29
An Extraction method of Topic Structures from News Documents and its Application to Interactive News Providing Systems, The 71st National Convention of IPSJ, Mar. 2009, ,  
30
The virtual interactive speech system with the memorandum function for the solitary aged support, The 71st National Convention of IPSJ, Mar. 2009, ,  
31
Attention-based Segmentation on an Image Pyramid Sequence, 10th International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS2008), Oct. 2008, ,  
32
Attention-based Segmentation on an Image Pyramid Sequence, 10th International Conference on Advanced Concepts for Intelligent Vision Systems(ACIVS2008), Oct. 2008, ,  
33
An Architecture for the Interactive News Providing System in Smart Homes, Forum on Information Technology 2008, Sep. 2008, ,  
34
A Strategy for Providing Related News in Personalized Interactive News Systems, Forum on Information Technology 2008, Sep. 2008, ,  
35
A Dynamical Model of Attention and Segmentation on an Image Pyramid Sequence, Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems, Sep. 2008, ,  
36
A Dynamical Model of Attention and Segmentation on an Image Pyramid Sequence, Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems, Sep. 2008, ,  
37
Selective Attention-based Segmentation and Grouping on an Image Pyramid Sequence, The 22th Annual Conference of the Japanese Society for Artificial Intelligence, Jun. 2008, ,  
38
Dialog Strategy for Reading Related News in Personalized Interactive News System Using User’s Interest Profile, The 70th National Convention of IPSJ, Mar. 2008, ,  
39
User’s Interest Structure Represented by a Self-Organizing Relationship Network and weighted TFIDF for Web News Providing, The 70th National Convention of IPSJ, Mar. 2008, ,  
40
The Daily Lesson Management System by Voice Dialog for the Elderly Person Support, The 70th National Convention of IPSJ, Mar. 2008, ,  
41
Stochastic Selective Attention and its Shift on the Visual Attention Pyramid, 14th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV'2008), Jan. 2008, ,  
42
Dialog Strategy for Personalized Interactive News System, Forum on Information Technology 2007, Sep. 2007, ,  
43
User’s Interest Structure Represented by a Bayesian Network and a Case Frame for Web News Providing, Forum on Information Technology 2007, Sep. 2007, ,  
44
Stochastic Selective Attention and its Shift on the Visual Attention Pyramid, The 21st Annual Conference of the Japanese Society for Artificial Intelligence, Jun. 2007, ,  
45
Stochastic Attentional Selection and Shift on the Visual Attention Pyramid, The 5th International Conference on Computer Vision Systems (ICVS'2007), Mar. 2007, ,  
46
Scene Memory of Mobile Robot based on Competitively Growing Neural Network using Temporal Coding, The Second International Conference on Autonomous Robots and Agents (ICARA'2004), Dec. 2004, ,  
47
Scene Memory on Competitively Growing Neural Network using Temporal Coding: Self-organized Learning and Glance Recognizability, The 11th International Conference on Neural Information Processing (ICONIP'2004), Nov. 2004, ,  
48
Saliency-based Scene Learning and Recognition based on Competitively Growing Neural Network using Temporal Coding, Joint 2nd International Conference on Soft Computing and Intelligent Systems and 5th International Symposium on Advanced Intelligent Systems, Sep. 2004, ,  
49
Scene Learning and Glance Recognizability based on Competitively Growing Spiking Neural Network, 2004 International Joint Conference on Neural Networks (IJCNN’2004), Jul. 2004, ,  

 

Research Grants & Projects
No.Offer organization, System name, Title, Fund classification, Date 
1
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Probabilistic Model of Visual Attention and Perceptual Organization for Generic Object Recognition, ,  2006 - 2008 
2
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Probabilistic Model of Visual Attention and Perceptual Organization for Generic Object Recognition, ,  2006 - 2008 
3
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Synergic Attention-based Visuospatial Episodic Memory and its Application to Wearable Navigation, ,  2003 - 2005 
4
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Synergic Attention-based Visuospatial Episodic Memory and its Application to Wearable Navigation, ,  2003 - 2005 
5
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Visuospatial Episodic Memory based on Spiking Neural Networks using Temporal Coding and its Application to Robot Navigation, ,  2001 - 2002 
6
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Visuospatial Episodic Memory based on Spiking Neural Networks using Temporal Coding and its Application to Robot Navigation, ,  2001 - 2002 

 

Works
No.Title, Type, Publication date, Venue 
1
Probabilistic Model of Visual Attention and Perceptual Organization for Generic Object Recognition, Report of Research Project, 2006-2008 Grant-in-Aid for Scientific Research (C), The Others,  May. 2009 - NOW,  
2
Synergic Attention-based Visuospatial Episodic Memory and its Application to Wearable Navigation, Report of Research Project, 2003-2005 Grant-in-Aid for Scientific Research (C)(2), The Others,  May. 2006 - NOW,  
3
Visuospatial Episodic Memory based on Spiking Neural Networks using Temporal Coding and its Application to Robot Navigation, Report of Research Project, 2001-2002 Grant-in-Aid for Scientific Research (C)(2), The Others,  May. 2003 - NOW,  
4
SPECIAL PROJECT FOR EARTHQUAKE DISASTER MITIGATION IN URBAN AREAS, ,  Apr. 2000 - Mar. 2004,