Human Behavior Modeling with Machine Learning: Opportunities and Challenges | Nuria M Oliver · Albert Ali Salah |
Imitation Learning and its Application to Natural Language Generation | Kyunghyun Cho · Hal Daume III |
Deep Learning with Bayesian Principles | Mohammad Emtiyaz Khan |
Interpretable Comparison of Distributions and Models | Wittawat Jitkrittum · Dougal J Sutherland · Arthur Gretton |
Efficient Processing of Deep Neural Network: from Algorithms to Hardware Architectures | Vivienne Sze |
Machine Learning for Computational Biology and Health | Anna Goldenberg · Barbara Engelhardt |
Synthetic Control | Alberto Abadie · Vishal Misra · Devavrat Shah |
Representation Learning and Fairness | Moustapha Cisse · Sanmi Koyejo |
Reinforcement Learning: Past, Present, and Future Perspectives | Katja Hofmann |
Three Principles of Data Science and Interpretable Machine Learning With Case Studies | Bin Yu |
exBERT: A Visual Analysis Tool to Explain BERT's Learned Representations | Ben Hoover · Hendrik Strobelt · Sebastian Gehrmann |
Streamlit, a new app framework for machine learning tools | Adrien Treuille · Amanda Kelly |
Discovering Neural Wirings Neural Network Visualizer | Alvaro Herrasti · Mitchell Wortsman |
"How can this Paper get in?" - A game to advise researchers when writing for a top AI conference | Aabhas Sharma · Narendra Nath Joshi · Michael Muller · Casey Dugan |
Robot-Assisted Hair-Brushing | Eura Shin · Hejia Zhang · Rey J Pocius · Nathaniel Dennler · Heather Culbertson · Naghmeh Zamani · Stefanos Nikolaidis |
Toronto Annotation Suite | Amlan 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 world | Dong-Ok Won · Sang-Hoon Lee · Klaus-Robert Müller · Seong-Whan Lee |
Human Gesture Recognition using Spiking Input on Akida Neuromorphic Platform | Sounak Dey · Arijit Mukherjee · Gilles BEZARD · Douglas McLelland |
GENO -- Optimization for Classical Machine Learning Made Fast and Easy | Soeren Laue · Matthias Mitterreiter · Joachim Giesen |
SCC: Deep Reinforcement Learning Agent plays StarCraft II at Human Master Level | XJ Wang · Peng Peng |
AI in Two-sided Ride-sharing Marketplace | Zhiwei 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 Network | Shinya Takamaeda-Yamazaki · Shinya Fujisawa · Shuichi Fujisaki |
Realtime Modeling and Anomaly Detection in Multivariate Data Streams | Christopher Hannon · Andrey Lokhov · Deep Deka |
Empathy based Affective Portrait Painter | Steve DiPaola · Ozge Nilay YALCIN · Nouf Abukhodair |
Social Intelligence | Blaise Aguera y Arcas |
Melody Slot Machine | Masatoshi Hamanaka |
Smart Home Appliances: Chat with your Fridge | Denis Gudovskiy · Alec Hodgkinson · Stefano Alletto · Luca Rigazio |
Shared Mobile-Cloud Inference for Collaborative Intelligence | Mateen Ulhaq · Ivan Bajić |
Project BB: Bringing AI to the Command Line | Tathagata Chakraborti · Mayank Agarwal |
Immersions - How Does Music Sound to Artificial Ears? | Vincent Herrmann |
The Option Keyboard: Combining Skills in Reinforcement Learning | Daniel Toyama · Shaobo Hou · Gheorghe Comanici · Andre Barreto · Doina Precup · Shibl Mourad · Eser Aygün · Philippe Hamel |
AllenNLP Interpret: Explaining Predictions of NLP Models | Jens Tuyls · Eric Wallace · Matt Gardner · Junlin Wang · Sameer Singh · Sanjay Subramanian |
Deep Space-Time Prior for Realtime Mobile Novel View Synthesis | Zainul Shah |
Passcode: A cooperative word guessing game between a human and AI agent | Katy 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 datasets | Enhui Huang · Luciano Di Palma · Laurent Cetinsoy · Yanlei Diao · Anna Liu |
BIM-GAN: a sketch to layout, 3D, and VR tool for architectural floor plan design | Chin-Yi Cheng |
One-on-one fitness training with an AI avatar | Roland Memisevic · Guillaume Berger · Tippi Puar · David Greenberg |
Real Time CFD simulations with 3D Mesh Convolutional Networks | Pierre Baque · Pascal Fua · François Fleuret |
F1/10: An open-source 1/10th scale platform for autonomous racing and reinforcement learning | Matthew 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 Recordings | Kafui Dziras |