Presentations and Authors

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Artificial Intelligence for the Social Good

LADYBIRD: The Animal-Friendly Robot Vacuum Cleaner PDF
Oliver Bendel
Towards Kant Machines PDF
Oliver Bendel, Kevin Schwegler, Bradley Richards
In Search of Health Doubles PDF
Malay Bhattacharyya
Smart City Planning with Constrained Crowd Judgment Analysis PDF
Sujoy Chatterjee, Anirban Mukhopadhyay, Malay Bhattacharyya
Wandering Detection Within an Embedded System for Alzheimer Suffering Patients PDF
Arnaud Delaunay, Jean Guérin
Societal Challenges Need Social Agents PDF
Virginia Dignum, Frank Dignum
Animal Population Censusing at Scale with Citizen Science and Photographic Identification PDF
Jason Remington Parham, Jonathan Crall, Charles Stewart, Tanya Berger-Wolf, Daniel Rubenstein
Understanding Social Media's Take on Climate Change through Large-Scale Analysis of Targeted Opinions and Emotions PDF
Neetu Pathak, Michael J Henry, Svitlana Volkova
Machine Representation of Data Analyses: Towards a Platform for Collaborative Data Science PDF
Evan Patterson, Ioana Baldini, Aleksandra Mojsilovic, Kush R. Varshney
Back to the Future: A Framework for Modelling Altruistic Intelligence Explosions PDF
Mahendra Prasad
Identifying Sources of Discrimination Risk in the Life Cycle of Machine Intelligence Applications under New European Union Regulations PDF
Syed Ali Asad Rizvi, Elmarie van Heerden, Arnold Salas, Favour Nyikosa, Stephen J. Roberts, Michael A. Osborne, Elmer Rodriguez
Knowledge-Based Provisioning of Goods and Services: Towards a Virtual Social Needs Marketplace PDF
Daniela Rosu, Dionne M. Aleman, J. Christopher Beck, Mark Chignell, Mariano Consens, Mark S. Fox, Michael Gruninger, Chang Liu, Yi Ru, Scott Sanner
Teaching and Checking of Constraints for Surgical Tray Layout PDF
Lanbo She, Jonathan Connell
Modeling the Evolution of Climate Change Assessment Research Using Dynamic Topic Models and Cross-Domain Divergence Maps PDF
Jennifer Sleeman, Milton Halem, Tim Finin, Mark Cane
The AI Community and the United Nations: A Missing Global Conversation & A Closer Look at Social Good PDF
Karen Judd Smith
Statistical Analysis of Peer Detailing for Children’s Diarrhea Treatments PDF
Yumeng Tao, Debarun Bhattacharjya, Aliza R. Heching, Aditya Vempaty, Moninder Singh, Felix Lam, Kush R. Varshney, Aleksandra Mojsilović

Computational Construction Grammar and Natural Language Understanding

Broad Coverage, Domain-Generic Deep Semantic Parsing PDF
James F. Allen, Choh Man Teng
Can We Already Conceive of a Computational Construction Grammar that is Adequate to Address the Data of Neurolinguistics? PDF
Michael A. Arbib, Nancy Chang, Peter Dominey, Victor Barres, Michael Spranger
Frame-Based Knowledge Representation Using Large Specialized Corpora PDF
Daphnée Azoulay
Metaphor Shifts in Constructions: The Russian Metaphor Corpus PDF
Yulia Badryzlova, Olga Lyashevskaya
Modeling the Partial Productivity of Constructions PDF
Libby Barak, Adele Goldberg
Template Construction Grammar: A Schema-Theoretic Computational Construction Grammar PDF
Victor J. Barres
Constructions, Frames and Event Structure PDF
William Croft, Meagan Vigus
Grammar Scaling: Leveraging FrameNet Data to Increase Embodied Construction Grammar Coverage PDF
Ellen Kirsten Dodge, Sean Trott, Luca Gilardi, Elise Stickles
Dynamic Construction Grammar and Steps Towards the Narrative Construction of Meaning PDF
Peter Ford Dominey, Anne-Laure Mealier, Gregoire Pointeau, Solene Mirliaz, Mark Finlayson
Processing Natural Language About Ongoing Actions in ECG PDF
Steve Doubleday, Sean Trott, Jerome Feldman
Construction Detection in a Conventional NLP Pipeline PDF
Jesse Dunietz, Lori Levin, Miriam R. L. Petruck
A Construction-Grammar Approach to Computationally Solving the Winograd Schema: Implementation and Evaluation PDF
Denis Kiselev
The Brazilian Portuguese Constructicon: Modeling Constructional Inheritance, Frame Evocation and Constraints in FrameNet Brasil PDF
Adrieli Laviola, Ludmila Lage, Natália Marção, Tatiane Tavares, Vânia Almeida, Ely Matos, Tiago Torrent
Modelling the Meaning of Argument Constructions with Distributional Semantics PDF
Gianluca E. Lebani, Alessandro Lenci
Tree-Adjoining Grammar: A Tree-Based Constructionist Grammar Framework for Natural Language Understanding PDF
Timm Lichte, Laura Kallmeyer
Cognitive Modeling Approaches to Language Comprehension Using Construction Grammar PDF
Peter Lindes, John E. Laird
Constructional Analysis Using Constrained Spreading Activation in a FrameNet-Based Structured Connectionist Model PDF
Ely Matos, Tiago Torrent, Vânia Almeida, Adrieli Laviola, Ludmila Lage, Natália Marção, Tatiane Tavares
A Proposal for Incorporating Analogically Learned Constructions in a Feature Based Parsing Framework PDF
Clifton James McFate, Kenneth Forbus
Semantically-Driven Coreference Resolution with Embodied Construction Grammar PDF
Vivek Raghuram, Sean Trott, Kelly Shen, Ethan Goldberg, Sidney Oderberg
Usage-Based Grounded Construction Learning — A Computational Model PDF
Michael Spranger
Requirements for Computational Construction Grammars PDF
Luc L. Steels
Meta-Layer Problem Solving for Computational Construction Grammar PDF
Paul Van Eecke, Katrien Beuls
A Computational Construction Grammar for English PDF
Remi van Trijp
Towards a Constructicon for German PDF
Alexander Ziem, Hans C. Boas

Computational Context: Why It's Important, What It Means, and Can It Be Computed?

Context Classification Using Entropy and Weak Negation: Some Criteria for Good Computational Properties PDF
Olivier Bartheye, Laurent Chaudron
Framework for Multi-Human Multi-Robot Interaction: Impact of Operational Context and Team Configuration on Interaction Task Demands PDF
R. Dirk Beer, Cory A. Rieth, Randy Tran, Maia B. Cook
The Moving Lens: Coherence Across Heterogeneous Contexts in Narrative and Biology PDF
Beth Cardier
Context in Communication PDF
Paul Cohen
Computational Context as Cognitive Priming PDF
Laura Hiatt
(Computational) Context. Why It's Important, What It Means, Can It Be Computed? PDF
William Frere Lawless, Ranjeev Mittu, Don Sofge
Combing Context and Commonsense Knowledge Through Neural Networks for Solving Winograd Schema Problems PDF
Quan Liu, Hui Jiang, Zhen-Hua Ling, Xiaodan Zhu, Si Wei, Yu Hu
Heterogeneous Hidden Markov Models for Context Modeling Through Eye Gaze Observations PDF
Pujitha Mannaru, Balakumar Balasingam, Krishna Pattipati, Ciara Sibley, Joseph Coyne
Machine Learning Approach for Task Generation in Uncertain Environments PDF
Luke Marsh, Iryna Dzieciuch, Douglas Lange
Context-Driven Proactive Decision Support: Challenges and Applications PDF
Manisha Mishra, David Sidoti, Gopi Vinod Avvari, Pujitha Mannaru, Diego Fernando Martinez Ayala, Krishna R Pattipati
Context Driven Decision Making in ONR’s Command Decision Making Program (CDM) PDF
Jeffrey G. Morrison
Contextual Knowledge for Language-Endowed Intelligent Agents PDF
Sergei Nirenburg, Marjorie J. McShane
Challenges with Incorporating Context into Human-Robot Teaming PDF
Kristin E. Schaefer, Jessie Y. C. Chen, Julia Wright, Derya Aksaray, Nicholas Roy
Network Perspectives on Privacy and Security in the Internet of Things: From Actor-Network Theory to Social Network Analysis PDF
Yotam Shmargad
Responsible Recommendations for Irrational People PDF
Ciara Sibley
Inferring Context Through Scene Understanding PDF
Michael Walton, Doug Lange, Song-Chun Zhu
Cognitively-Inspired Computational Context PDF
Wayne Zachary, Taylor J. Carpenter

Designing the User Experience of Machine Learning Systems

Interactive Machine Learning for End-User Innovation PDF
Francisco Bernardo, Michael Zbyszynski, Rebecca Fiebrink, Mick Grierson
When User Experience Designers Partner with Data Scientists PDF
Fabien Girardin, Neal Lathia
Challenges in Providing Automatic Affective Feedback in Instant Messaging Applications PDF
Chieh-Yang Huang, Ting-Hao Kenneth Huang, Lun-Wei Ku
An Experimentation Engine for Data-Driven Fashion Systems PDF
Ranjitha Kumar, Kristen Vaccaro
A Portable Navigation System with an Adaptive Multimodal Interface for the Blind PDF
Jacobus Cornelius Lock, Grzegorz Cielniak, Nicola Bellotto
Communicating Machine Learned Choices to E-Commerce Users PDF
Narayanan Seshadri, Gyanit Singh, Justin House, Mukesh Nathan, Nish Parikh
The Role of Design in Creating Machine-Learning-Enhanced User Experience PDF
Qian Yang
Not-so-Autonomous, Very Human Decisions in Machine Learning: Questions When Designing for ML PDF
Henriette Cramer, Jenn Thom
Design implications for Designing with a Collaborative AI PDF
Janin Koch
DJ Bot: Needfinding Machines for Improved Music Recommendations PDF
Nikolas Martelaro, Wendy Ju
Exploring Synergies between Visual Analytical Flow and Language Pragmatics PDF
Vidya Setlur, Melanie Tory
Dice in the Black Box: User Experiences with an Inscrutable Algorithm PDF
Aaron Springer, Victoria Hollis, Steve Whittaker
Reimagining the Goals and Methods of UX for ML/AI PDF
Philip van Allen
How Anticipatory Design Will Challenge Our Relationship with Technology PDF
Joël van Bodegraven
Privacy by Design in Machine Learning Data Collection: A User Experience Experimentation PDF
Jonathan Vitale, Meg Tonkin, Suman Ojha, Mary-Anne Williams, Xun Wang, William Judge

Interactive Multisensory Object Perception for Embodied Agents

Learning of Object Properties, Spatial Relations, and Actions for Embodied Agents from Language and Vision PDF
Muhannad Alomari, Paul Duckworth, David C. Hogg, Anthony G. Cohn
How Much Haptic Surface Data Is Enough? PDF
Alex Burka, Katherine J. Kuchenbecker
Regrasping Using Tactile Perception and Supervised Policy Learning PDF
Yevgen Chebotar, Karol Hausman, Oliver Kroemer, Gaurav Sukhatme, Stefan Schaal
Merging Local and Global 3D Perception using Contact Sensing PDF
Rebecca Cox, Nikolaus Correll
Summary of Experiments in Belief-Space Planning at the Laboratory for Perceptual Robotics PDF
Scott Michael Jordan, Dirk Ruiken, Tiffany Q. Liu, Takeshi Takahashi, Michael W. Lanighan, Roderic A. Grupen
Visual Stability Prediction and Its Application to Manipulation PDF
Wenbin Li, Ales Leonardis, Mario Fritz
Building Kinematic and Dynamic Models of Articulated Objects with Multi-Modal Interactive Perception PDF
Roberto Martín-Martín, Oliver Brock
Reinforcement Learning Based Embodied Agents Modelling Human Users Through Interaction and Multi-Sensory Perception PDF
Kory Wallace Mathewson, Patrick M. Pilarski
A Deep Neural Model for Emotion-Driven Multimodal Attention PDF
German Ignacio Parisi, Pablo Barros, Haiyan Wu, Guochun Yang, Zhenghan Li, Xun Liu, Stefan Wermter

Learning from Observation of Humans

Combining a Mixture of Experts with Transfer Learning in Complex Games PDF
Mihai Sorin Dobre, Alex Lascarides
Using Deep Learning to Automate Feature Modeling in Learning by Observation: A Preliminary Study PDF
Michael W. Floyd, J. T. Turner, David W. Aha
Towards a Framework for Testing Learning from Observation of State-Based Agents PDF
Amrik Sacha Elapata Gunaratne, Babak Esfandiari, Caleb Chan
Learning to Predict Driver Behavior from Observation PDF
Santiago Ontanon, Yi-Ching Lee, Sam Snodgrass, Flaura K. Winston, Avelino J. Gonzalez
Policies for Active Learning from Demonstration PDF
Brandon Packard, Santiago Ontanon
Neural Networks in Autonomous Driving PDF
Cristina Tîrnăucă, José Luis Montaña, Zoraida Mediavilla

Science of Intelligence: Computational Principles of Natural and Artificial Intelligence

A Model for Interpreting Social Interactions in Local Image Regions PDF
Guy Ben-Yosef, Alon Yachin, Shimon Ullman
Markov Transitions between Attractor States in a Recurrent Neural Network PDF
Jeremy Bernstein, Ishita Dasgupta, David Rolnick, Haim Sompolinsky
Modeling the Resituation of Memory in Neurobiology and Narrative PDF
Beth Cardier, Larry D. Sanford, Harold T. Goranson, Patric S. Lundberg, Richard P Ciavarra, Keith Devlin, Niccolo Cassas, Alessio Erioli
Eccentricity Dependent Deep Neural Networks: Modeling Invariance in Human Vision PDF
Francis X. Chen, Gemma Roig, Leyla Isik, Xavier Boix, Tomaso Poggio
Multiple Plasticity Mechanisms Enhance Associative Memory Retrieval in a Spiking Network Model of the Hippocampus PDF
Yansong Chua, Cheston Tan
On Active Video Summarization: Customized Summaries via On-Line Interaction with the User PDF
Ana Garcia del Molino, Xavier Boix, Joo-Hwee Lim, Ah-Hwee Tan
Getting Up to Speed on Vehicle Intelligence PDF
Leilani Henrina Gilpin, Ben Ze Yuan
Is the Human Visual System Invariant to Translation and Scale? PDF
Yena Han, Gemma Roig, Gad Geiger, Tomaso Poggio
Principles of Noology: A Theory and Science of Intelligence for Natural and Artificial Intelligence PDF
Seng-Beng Ho
Unsupervised Learning via Maximizing Mutual Information in Neural Population Coding PDF
Wentao Huang, Kai Liu
Content-Dependent Fusion: Combining Human MEG and FMRI Data to Reveal Spatiotemporal Dynamics of Animacy and Real-world Object Size PDF
Seyed-Mahdi Khaligh-Razavi, Radoslaw M. Cichy, Dimitrios Pantazis, Aude Oliva
Sparse Representation Learning Approach Resolves Deep Sources Underlying MEG and EEG Data PDF
Pavitra Krishnaswamy, Gabriel Obregon-Henao, Sheraz Khan, Behtash Babadi, Eugenio Iglesias, Matti S. Hamalainen, Patrick L. Purdon
Feynman Machine: A Novel Neural Architecture for Cortical and Machine Intelligence PDF
Eric Laukien, Richard Crowder, Fergal Byrne
Integrating Human Input for Decision Making with Informative Bayesian Beliefs PDF
Robert Lew, Hongsheng Wu, Chen-Hsiang Yu
Active Interpretation of Visual Situations PDF
Melanie Mitchell
Group Invariant Deep Representations for Image Instance Retrieval PDF
Olivier Morere, Antoine Veillard, Lin Jie, Julie Petta, Vijay Chandrasekhar, Tomaso Poggio
Lifelong Learning of Action Representations with Deep Neural Self-Organization PDF
German Ignacio Parisi, Stefan Wermter
New Approaches for Studying Cortical Representations PDF
Dimitris A. Pinotsis, Earl K. Miller
Analysis of Human Attentions for Face Recognition on Natural Videos and Comparison with CV Algorithm on Performance PDF
Mona Ragab Sayed, Rosary Yuting Lim, Bappaditya Mandal, Liyuan Li, Joo Hwee Lim, Terence Sim
Types of Cognition and Its Implications for Future High-Level Cognitive Machines PDF
Camilo A. Miguel Signorelli
Representation Learning from Orbit Sets for One-Shot Classification PDF
Andrea Tacchetti, Stephen Voinea, Georgios Evangelopoulos, Tomaso Poggio
Mental Representations as Distribution-Sensitive Data Structures PDF
Zenna Tavares, Armando Solar Lezama
Scale Invariant Value Computation for Reinforcement Learning in Continuous Time PDF
Zoran Tiganj, Karthik H. Shankar, Marc W. Howard
Human Learning in Atari PDF
Pedro A. Tsividis, Thomas Pouncy, Jaqueline L. Xu, Joshua B. Tenenbaum, Samuel J. Gershman
Computational Vision for Social Intelligence PDF
Alessia Vignolo, Alessandra Sciutti, Francesco Rea, Nicoletta Noceti, Francesca Odone, Giulio Sandini
Predicting When Eye Fixations Are Consistent PDF
Anna Volokitin, Michael Gygli, Xavier Boix

Wellbeing AI: From Machine Learning to Subjectivity Oriented Computing

ENRICHME Integration of Ambient Intelligence and Robotics for AAL PDF
Nicola Bellotto, Manuel Fernandez-Carmona, Serhan Cosar
Improving Accuracy of Real-Time Sleep Stage Estimation by Considering Personal Sleep Feature and Rapid Change of Sleep Behavior PDF
Tomohiro Harada, Takahiro Kawashima, Morito Morishima, Keiki Takadama
Research and Development Trend Analysis of Wellbeing AI Using Panoramic View Analytics PDF
Takayoshi Hayashi
Brain Functional State Analysis of Mindfulness Using Graph Theory and Functional Connectivity PDF
Tomoyuki Hiroyasu, Satoru Hiwa
Visual Impression Generation System Based on Boids Algorithm PDF
Masafumi Ishii, Jinhwan Kwon, Keiki Takadama, Maki Sakamoto
The Robot Facilitating Conversation by Revoicing Keywords Learning from Active Conversations among Healthy Old Sisters PDF
Tabito Kurosaka, Mihoko Otake
The Role of Body Motion Synchrony in Distance Education PDF
Jinhwan Kwon, Xiaoqian Fang, Yoshihiro Miyake
Sensor-Based Detection of Invisible Changes in Activities towards Visualizing Disuse Syndrome PDF
Shuya Masuda, Masayuki Numao
How Do Huge M&As Affect Our Health? PDF
Tatsuo Nakamura
Depression Detection and Analysis PDF
Shweta Oak
Interactive Robotic System Assisting Image Based Dialogue for the Purpose of Cognitive Training of Older Adults PDF
Hikaru Otaki, Mihoko Otake
Adaptive Motion Gaming AI for Health Promotion PDF
Pujana Paliyawan, Takahiro Kusano, Yuto Nakagawa, Tomohiro Harada, Ruck Thawonmas
Loneliness in a Connected World: Analyzing Online Activity and Expressions on Real Life Relationships of Lonely Users PDF
Camille Ruiz, Kaoru Ito, Shoko Wakamiya, Eiji Aramaki
Sleep Stage Estimation Based on Appriximate Heartrate Calculated from Other Persons PDF
Yusuke Tajima, Tomohiro Harada, Keiki Takadama
Towards Guideline for Applying Machine Learning into Care Support Systems PDF
Keiki Takadama
Mutual Awareness beyond Mutual Acceptance by Sharing Information through Indirect Biofeedback PDF
Madoka Takahara, Fangwei Huang, Ivan Tanev, Katsunori Shimohara
Wellbeing AI Invited Speaker Abstracts PDF
Takashi Kido, Keiki Takadama