AI Day 2020 program
Program structure
Detailed program
11:00
Scientific Expo opens
The scientific expo includes 81 scientific presentations as well as posters presenting FCAI Research Programs and Highlights.The expo is open until 18:00 and you have a possibility to meet the presenters during the hosted session (15:20–16:00). [link to presentations]
12:00–13:00
Keynote session 1
Chair: Petri Myllymäki, FCAI / University of Helsinki
Opening of AI Day 2020
Petri Myllymäki, Professor, University of Helsinki, Vice-Director, Finnish Center for Artificial Intelligence FCAI
Europe and the competitive world of AI keynote talks: part 1
Pekka Ala-Pietilä, Chairman of the EU’s High-Level Expert Group on Artificial Intelligence, Chairman of the Boards of Huhtamaki and Sanoma
Samuel Kaski, Academy Professor, Aalto University, Director, Finnish Center for Artificial Intelligence FCAI [link to presentation]
Introduction to AI Day 2020 program
Matti Järvisalo, Associate Professor, University of Helsinki, Chair, Finnish Artificial Intelligence Society FAIS
Caj Södergård, Research Professor, VTT, Coordinator of VTT Research, Finnish Center for Artificial Intelligence FCAI [link to presentation]
Terhi Kajaste, Manager, Industry and society collaboration, Finnish Center for Artificial Intelligence FCAI / Aalto University
13:00–13:10
break
13:10–14:10
Scientific Program 1
Three parallel sessions (click the session title to see the talk abstracts, related material and the full list of authors)
Session 1a: Language and explainability in AI
Chair: Anssi Yli-Jyrä, University of Helsinki
13:10 - Multilingual Dynamic Topic Model - Elaine Zosa (University of Helsinki)
13:22 - Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation - Alessandro Raganato (University of Helsinki) [link to presentation]
13:34 - BiographySampo: Artificial Intelligence Reading Biographies for the Semantic Web - Eero Hyvönen (Aalto University and University of Helsinki) [link to presentation]
13:46 - SRL-ESA-TextSum: A text summarization approach based on semantic role labeling and explicit semantic analysis - Mourad Oussalah (University of Oulu)
13:58 - Personalized Explanations for Machine Learning - Alexander Jung (Aalto University)
Session 1b: Computer Vision
Chair: Guoying Zhao, University of Oulu
13:10 - Encoding Temporal Information for Automatic Depression Recognition from Facial Analysis - Wheidima C Melo (University of Oulu) [link to presentation]
13:22 - Can You Trust Your Pose? Confidence Estimation in Visual Localization - Luca Ferranti (University of Vaasa) [link to presentation]
13:34 - Temporal Hierarchical Dictionary Guided Decoding for Online Gesture Segmentation and Recognition - Haoyu Chen (University of Oulu)
13:46 - Snapshot Hyperspectral Imaging Using Wide Dilation Networks - Mikko Toivonen (University of Helsinki) [link to presentation]
13:58 - Exploring human-nature interactions in national parks using social media photographs and computer vision - Tuomas Väisänen (University of Helsinki) [link to presentation]
Session 1c: Machine Learning and Applications
Chair: Tapio Pahikkala, University of Turku
13:10 - Crop loss identification at field parcel scale using satellite remote sensing and machine learning - Samantha Wittke (Aalto University)
13:22 - Deep Learning Method for Mandibular Canal Segmentation in Dental Cone Beam Computed Tomography Volumes - Jaakko Sahlsten (Aalto University)
13:34 - Federated Multi-view Matrix Factorization for Personalized Recommendations - Muhammad Ammad-ud-din (Huawei)
13:46 - Understanding WiFi Cross-technology Interference Detection in the Real World - Teemu Pulkkinen (Ekahau) [link to presentation]
13:58 - Computing Tight Differential Privacy Guarantees Using FFT - Antti Koskela (University of Helsinki) [link to presentation]
Industrial Keynotes
Chair: Caj Södergård, FCAI / VTT
AI success stories talks
13:10 - Tero Ojanperä, Chairman and Co-founder, Silo AI
13:25 - Antti Poikola, Data Economy Specialist, Finnish AI Accelerator, Technology Industries Finland [link to presentation]
13:40 - Harri Santamala, CEO and Co-founder, Sensible 4 [link to presentation]
13:55 - Nidhi Singh, Director of Research, Elisa Corporation
14:10–14:20
break
14:20–15:20
Scientific Program 2
Three parallel sessions (click the session title to see the talk abstracts, related material and the full list of authors)
Session 2a: Probabilistic and Generative Models
Chair: Arto Klami, FCAI / University of Helsinki
14:20 - Variational Bayesian Monte Carlo with Noisy Likelihoods - Luigi Acerbi (University of Helsinki) [link to presentation]
14:32 - State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes - William Wilkinson (Aalto University)
14:44 - Deep State-Space Gaussian Processes - Zheng Zhao (Aalto University) [link to presentation]
14:56 - Likelihood-Free Inference with Deep Gaussian Processes - Alexander Aushev (Aalto University) [link to presentation]
15:08 - Deep Automodulators - Ari Heljakka (Aalto University) [link to presentation]
Session 2b: Reasoning
Chair: Tomi Janhunen, University of Tampere
14:20 - Succinct Reductions of Partially Observable Planning to SAT - Saurabh Fadnis (Aalto University)
14:32 - Path Problems in Temporal Graphs: Algebraic Methods and Applications - Suhas Thejaswi (Aalto University) [link to presentation]
14:44 - Finding Most Compatible Phylogenetic Trees over Multi-State Characters - Tuukka Korhonen (University of Helsinki)
14:56 - On Robustness in Qualitative Constraint Networks - Michael Sioutis (Bamberg University) [link to presentation]
15:08 - Towards Scalable Bayesian Learning of Causal DAGs - Jussi Viinikka (University of Helsinki) [link to presentation]
Session 2c: Games and Human Aspects
Chair: Tuukka Ruotsalo, University of Helsinki
14:20 - Teaching to Learn: Sequential Teaching of Agents with Inner States - Pierre-Alexandre Murena (Aalto University) [link to presentation]
14:32 - Building a game AI for Clash Royale – Jarno Seppänen (Supercell)
14:44 - Brainsourcing: Crowdsourcing Recognition Tasks via Collaborative Brain-Computer Interfacing - Keith M Davis (University of Helsinki)
14:56 - Predicting Game Difficulty and Churn Without Players - Shaghayegh Roohi (Aalto University) [link to presentation]
15:08 - Learning Task-Agnostic Action Spaces for Movement Optimization - Amin Babadi (Aalto University) [link to presentation]
Industrial panel discussion
Chair: Caj Södergård, FCAI / VTT
Panelists:
Tero Ojanperä (Silo AI)
Antti Poikola (Finnish AI Accelerator)
Harri Santamala (Sensible 4)
Nidhi Singh (Elisa Corporation)
Note: Industrial panel ends at 14:50
15:20–16:00
Expo time
During the expo time you have a possibility to meet with the presenters. Most of the expo stands are hosted during this time, and you can also propose a one-to-one meeting via Hopin chat.
List of all the scientific presentations →
Link to all the presentations that have been give a permission to be shared →
16:00–17:00
Keynote session 2
Chair: Patrik Floréen, FCAI / University of Helsinki
Europe and the competitive world of AI keynote talks: part 2
Michela Milano, Professor of Computer Science and Engineering, University of Bologna, Director, Interdepartmental Center of Human-centered Artificial intelligence, ALMA-AI, Past Deputy President of the European Association for Artificial Intelligence EurAI [link to presentation]
Francesca Rossi, IBM AI Ethics Global Leader, Deputy director of the Leverhulme Centre for the Future of Intelligence [link to presentation]
Europe and the competitive world of AI keynote talks: panel discussion
Panelists:
Pekka Ala-Pietilä (Huhtamaki)
Michela Milano (University of Bologna)
Petri Myllymäki (FCAI / University of Helsinki)
Francesca Rossi (IBM)
17:00–18:00
Expo time
During the expo time you have a possibility to continue exploring the expo stands. You can also propose one-to-one meetings via Hopin chat. The program ends at 18:00.