Tutorials and Talks

TitleAuthors
Human Behavior Modeling with Machine Learning: Opportunities and ChallengesNuria M Oliver · Albert Ali Salah
Imitation Learning and its Application to Natural Language GenerationKyunghyun Cho · Hal Daume III
Deep Learning with Bayesian PrinciplesMohammad Emtiyaz Khan
Interpretable Comparison of Distributions and ModelsWittawat Jitkrittum · Dougal J Sutherland · Arthur Gretton
Efficient Processing of Deep Neural Network: from Algorithms to Hardware ArchitecturesVivienne Sze
Machine Learning for Computational Biology and HealthAnna Goldenberg · Barbara Engelhardt
Synthetic ControlAlberto Abadie · Vishal Misra · Devavrat Shah
Representation Learning and FairnessMoustapha Cisse · Sanmi Koyejo
Reinforcement Learning: Past, Present, and Future PerspectivesKatja Hofmann
Three Principles of Data Science and Interpretable Machine Learning With Case StudiesBin Yu
exBERT: A Visual Analysis Tool to Explain BERT's Learned RepresentationsBen Hoover · Hendrik Strobelt · Sebastian Gehrmann
Streamlit, a new app framework for machine learning toolsAdrien Treuille · Amanda Kelly
Discovering Neural Wirings Neural Network VisualizerAlvaro Herrasti · Mitchell Wortsman
"How can this Paper get in?" - A game to advise researchers when writing for a top AI conferenceAabhas Sharma · Narendra Nath Joshi · Michael Muller · Casey Dugan
Robot-Assisted Hair-BrushingEura Shin · Hejia Zhang · Rey J Pocius · Nathaniel Dennler · Heather Culbertson · Naghmeh Zamani · Stefanos Nikolaidis
Toronto Annotation SuiteAmlan Kar · Sanja Fidler · Jun Gao · Seung Wook Kim · huan ling
Learning Machines can Curl - Adaptive Deep Reinforcement Learning enables the robot Curly to win against human players in an icy worldDong-Ok Won · Sang-Hoon Lee · Klaus-Robert Müller · Seong-Whan Lee
Human Gesture Recognition using Spiking Input on Akida Neuromorphic PlatformSounak Dey · Arijit Mukherjee · Gilles BEZARD · Douglas McLelland
GENO -- Optimization for Classical Machine Learning Made Fast and EasySoeren Laue · Matthias Mitterreiter · Joachim Giesen
SCC: Deep Reinforcement Learning Agent plays StarCraft II at Human Master LevelXJ Wang · Peng Peng
AI in Two-sided Ride-sharing MarketplaceZhiwei Qin · Shikai Luo · lingyu zhang · yan jiao · Xiaocheng Tang · Lulu Zhang · hongtu zhu · Jieping Ye
NNgen: A Model-Specific Hardware Synthesis Compiler for Deep Neural NetworkShinya Takamaeda-Yamazaki · Shinya Fujisawa · Shuichi Fujisaki
Realtime Modeling and Anomaly Detection in Multivariate Data StreamsChristopher Hannon · Andrey Lokhov · Deep Deka
Empathy based Affective Portrait PainterSteve DiPaola · Ozge Nilay YALCIN · Nouf Abukhodair
Social IntelligenceBlaise Aguera y Arcas
Melody Slot MachineMasatoshi Hamanaka
Smart Home Appliances: Chat with your FridgeDenis Gudovskiy · Alec Hodgkinson · Stefano Alletto · Luca Rigazio
Shared Mobile-Cloud Inference for Collaborative IntelligenceMateen Ulhaq · Ivan Bajić
Project BB: Bringing AI to the Command LineTathagata Chakraborti · Mayank Agarwal
Immersions - How Does Music Sound to Artificial Ears?Vincent Herrmann
The Option Keyboard: Combining Skills in Reinforcement LearningDaniel Toyama · Shaobo Hou · Gheorghe Comanici · Andre Barreto · Doina Precup · Shibl Mourad · Eser Aygün · Philippe Hamel
AllenNLP Interpret: Explaining Predictions of NLP ModelsJens Tuyls · Eric Wallace · Matt Gardner · Junlin Wang · Sameer Singh · Sanjay Subramanian
Deep Space-Time Prior for Realtime Mobile Novel View SynthesisZainul Shah
Passcode: A cooperative word guessing game between a human and AI agentKaty Gero · Maria Ruis · Zahra Ashktorab · J Johnson · Sadhana Kumaravel · Wei Zhang · Qian Pan · Murray Campbell · Casey Dugan · David Millen · Sarah Miller · Werner Geyer
AIDEme: An active learning based system for interactive exploration of large datasetsEnhui Huang · Luciano Di Palma · Laurent Cetinsoy · Yanlei Diao · Anna Liu
BIM-GAN: a sketch to layout, 3D, and VR tool for architectural floor plan designChin-Yi Cheng
One-on-one fitness training with an AI avatarRoland Memisevic · Guillaume Berger · Tippi Puar · David Greenberg
Real Time CFD simulations with 3D Mesh Convolutional NetworksPierre Baque · Pascal Fua · François Fleuret
F1/10: An open-source 1/10th scale platform for autonomous racing and reinforcement learningMatthew O'Kelly · Dhruv Karthik · Hongrui Zheng · Joseph Auckley · Siddharth Singh · Shashank D Prasad · Kim Luong · Matthew R Lebermann · Rahul Mangharam
Mapping Emotions: Discovering Structure in Mesoscale Electrical Brain RecordingsKafui Dziras