November 1, 2019
ACM SIGGRAPH Asia 2019
Yifan Wang (ETH Zurich) Serena Felice (ETH Zurich) Wu Shihao (ETH Zurich) Cengiz Oztireli (DisneyResearch|Studios) Olga Sorkine-Hornung (ETH Zurich)
Publications
Spectrogram Feature Losses for Music Source Separation
September 2, 2019
Eusipco 2019
Abhimanyu Sahai (Disney Research/ETH Joint M.Sc.) Romann Weber (Disney Research) Brian McWilliams (Disney Research)
Neural Sequential Phrase Grounding (SeqGROUND)
June 16, 2019
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019
Pelin Dogan (Disney Research/ETH Joint PhD) Leonid Sigal (University of British Columbia/Vector Institute) Markus Gross (Disney Research/ETH Zurich)
Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Value Approximation
June 10, 2019
International Conference on Machine Learning (ICML) 2019
Marco Ancona (ETH Zurich) Cengiz Oztireli (Disney Research) Markus Gross (Disney Research/ETH Zurich)
Disentangled Dynamic Representations from Unordered Data
December 2, 2018
Symposium on Advances in Approximate Bayesian Inference 2018
Leonhard Helminger (Disney Research/ETH Joint PhD) Aziz Djelouah (Disney Research) Markus Gross (Disney Research/ETH Zurich) Romann Weber (Disney Research)
PICA: Proactive Intelligent Conversational Agent for Interactive Narratives
November 5, 2018
International Conference on Intelligent Virtual Agents (IVA) 2018
Jessica Falk (ETH Zurich) Steven Poulakos (Disney Research) Mubbasir Kapadia (Rutgers University) Robert W. Sumner (Disney Research)
Denoising Deep Monte Carlo Renderings
August 27, 2018
EU Computer Graphics Forum (EU CGF) 2018
Delio Vicini (Disney Research/Walt Disney Animation Studios) David Adler (Walt Disney Animation Studios) Jan Novak (Disney Research) Fabrice Rousselle (Disney Research) Brent Burley (Walt Disney Animation Studios)
Denoising with Kernel Prediction and Asymmetric Loss Functions
July 30, 2018
ACM SIGGRAPH 2018
Thijs Vogels (Disney Research) Fabrice Rousselle (Disney Research) Brian McWilliams (Disney Research) Gerhard Röthlin (Disney Research) Alex Harvill (Pixar Animation Studios) David Adler (Walt Disney Animation Studios) Mark Meyer (Pixar Animation Studios) Jan Novak (Disney Research)
Disentangled Sequential Autoencoder
July 1, 2018
International Conference on Machine Learning (ICML) 2018
Yingzhen Li (University of Cambridge) Stephan Mandt (Disney Research)
Improving Optimization in Models with Continuous Symmetry Breaking
July 1, 2018
International Conference on Machine Learning (ICML) 2018
Robert Bamler (Disney Research) Stephan Mandt (Disney Research)
Quasi Monte Carlo Variational Inference
July 9, 2018
International Conference on Machine Learning (ICML) 2018
Alexander Buchholz (ENSAE-CREST) Florian Wenzel (Humboldt University of Berlin) Stephan Mandt (Disney Research)
Iterative Amortized Inference
July 9, 2018
International Conference on Machine Learning (ICML) 2018
Joe Marino (California Institute of Technology (Caltech)) Yisong Yue (California Institute of Technology (Caltech)) Stephan Mandt (Disney Research)
Automated Deep Reinforcement Learning Environment for Hardware of a Modular Legged Robot
June 27, 2018
International Conference on Ubiquitous Robots 2018
Sehoon Ha (Disney Research) Joohyung Kim (Disney Research) Katsu Yamane (Disney Research)
Computer-Assisted Authoring for Natural Language Story Scripts
February 4, 2018
30th Conference on Innovative Applications of Artificial Intelligence (IAAI-18) 2018
Rushit Sanghrajka (Disney Research) Wojciech Witoń (Disney Research) Sasha Schriber (Disney Research) Markus Gross (Disney Research/ETH Zurich) Mubbasir Kapadia (Disney Research/Rutgers University)
InspireMe: Learning Sequence Models for Stories
February 4, 2018
30th Conference on Innovative Applications of Artificial Intelligence (IAAI-18) 2018
Vincent Fortuin (Disney Research/ETH Zurich) Romann M. Weber (Disney Research) Sasha Schriber (Disney Research) Diana Wotruba (Disney Research) Markus Gross (Disney Research/ETH Zurich)
Deep Deformable Patch Metric Learning for Person Re-identification
November 15, 2017
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2017
Slawomir Bak (Disney Research) Peter Carr (Disney Research)
Scheduling Live Interactive Narratives with Mixed-Integer Linear Programming
October 5, 2017
The 13th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE) 2017
Sasha Azad (Disney Research) Jingyang Xu (Decision Science, Walt Disney Parks and Resorts) Haining Yu (Decision Science, Walt Disney Parks and Resorts) Boyang Li (Disney Research)
Methods for Studying Group Interactions in HRI
September 13, 2017
Robots in Groups and Teams – A CSCW 2017 Workshop 2017
Marynel Vazquez (Robotics Institute, Carnegie Mellon University) Elizabeth J. Carter (Disney Research) Jodi Forlizzi (Disney Research/HCI Institute, Carnegie Mellon University) Scott E. Hudson (Disney Research/HCI Insitute, Carnegie Mellon University) Aaron Steinfeld (Robotics Institute, Carnegie Mellon University)
Augmented Reality Dialog Interface for Multimodal Teleoperation
August 28, 2017
International Symposium on Robot and Human Interactive Communication (RO-MAN) 2017
Andre Pereira (Disney Research) Elizabeth J. Carter (Disney Research) Iolanda Leite (Disney Research) John Mars (Disney Research) Jill Lehmann (Disney Research)
Learning and Reusing Dialog for Repeated Interactions with a Situated Social Agent
August 27, 2017
International Conference on Intelligent Virtual Agents (IVA) 2017
James Kennedy (Disney Research) Iolanda Leite (Disney Research, KTH Royal Institute of Technology) André Pereira (Disney Research) Ming Sun (Disney Research) Boyang Li (Disney Research) Rishub Jain (Disney Research/Carnegie Mellon University) Ricson Cheng (Disney Research/Carnegie Mellon University) Eli Pincus (Disney Research/USC Institute for Creative Technologies) Elizabeth J. Carter (Disney Research) Jill Fain Lehman (Disney Research)
Predicting the Quality of Short Narratives from Social Media
August 19, 2017
International Joint Conference on Artificial Intelligence (IJCAI) 2017
Tong Wang (Disney Research/University of Massachusetts Boston) Ping Chen (University of Massachusetts Boston) Boyang Albert Li (Disney Research)
Determinantal Point Processes for Mini-Batch Diversification
August 12, 2017
Conference on Uncertainty in Artificial Intelligence (UAI) 2017
Cheng Zhang (Disney Research) Hedvig Kjellström (KTH Royal Institute of Technology) Stephan Mandt (Disney Research)
Dynamic Word Embeddings
August 6, 2017
International Conference on Machine Learning (ICML) 2017
Robert Bamler (Disney Research) Stephan Mandt (Disney Research)
Coordinated Multi-Agent Imitation Learning
August 6, 2017
International Conference on Machine Learning (ICML) 2017
Hoang Le (California Institute of Technology) Yisong Yue (California Institute of Technology) Peter Carr (Disney Research) Patrick Lucey (STATS LLC)
Factorized Variational Autoencoders for Modeling Audience Reactions to Movies
July 22, 2017
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017
Zhiwei Deng (Simon Fraser University) Rajitha Navarathna (Disney Research) Peter Carr (Disney Research) Stephan Mandt (Disney Research) Ysong Yue (Caltech) Iain Mathews (Disney Research) Greg Mori (Simon Fraser University)
One-Shot Metric Learning for Person Re-identification
July 22, 2017
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017
Slawomir Bak (Disney Research) Peter Carr (Disney Research)
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures
July 21, 2017
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017
Fanyi Xiao (University of California Davis) Leonid Sigal (Disney Research) Yong Jae Lee (University of California Davis)
Joint Optimization of Robot Design and Motion Parameters using the Implicit Function Theorem
July 12, 2017
Robotics: Science and Systems 2017
Sehoon Ha (Disney Research) Stelian Coros (Carnegie Mellon University) Alex Alspach (Disney Research) Joohyung Kim (Disney Research) Katsu Yamane (Disney Research)
Persistent Memory in Repeated Child-Robot Conversations
June 27, 2017
Interaction Design and Children (IDC) 2017
Iolanda Leite (Disney Research) Andre Pereira (Disney Research) Jill Lehman (Disney Research)
Collaborative Storytelling between Robot and Child: A Feasibility Study
June 27, 2017
Interaction Design and Children (IDC) 2017
Ming Sun (Disney Research) Iolanda Leite (Disney Research/KTH Royal Institute of Technology) Jill Fain Lehman (Disney Research) Boyang Albert Li (Disney Research)
Groups Re-identification with Temporal Context
June 7, 2017
International Conference on Multimedia Retrieval 2017
Michal Koperski (Inria Sophia Antipolis) Slawomir Bak (Disney Research) Peter Carr (Disney Research)
Cross-modal Correspondence between Vibrations and Colors
June 6, 2017
IEEE World Haptics Conference 2017
Alexandra Delazio (Disney Research) Ali Israr (Disney Research) Roberta Klatzky (Carnegie Mellon University)
Towards Robot Autonomy in Group Conversations: Understanding the Effects of Body Orientation and Gaze
March 6, 2017
Human Robot Interaction (HRI) 2017
Marynel Vazquez (Robotics Institute, Carnegie Mellon University) Elizabeth J, Carter (Disney Research) Braden McDorman (Disney Research) Jodi Forlizzi (Disney Research/Carnegie Mellon University) Aaron Steinfeld (Robotics Institute, Carnegie Mellon University)
Scott E. Hudson (Disney Research/Carnegie Mellon University)
Creating Prosodic Synchrony for a Robot Co-player in a Speech-controlled game for Children
March 6, 2017
Human Robot Interaction (HRI) 2017
Najmeh Sadoughi (Disney Research/University of Texas at Dallas) André Pereira (Disney Research) Rishub Jain (Disney Research/Carnegie Mellon University) Iolanda Leite (Disney Research) Jill Fain Lehmann (Disney Research)
Data-Driven Ghosting using Deep Imitation Learning
March 3, 2017
MIT Sloan Sports Analytics Conference 2017
Hoang M. Le (California Institute of Technology) Peter Carr (Disney Research) Yisong Yue (California of Technology) Patrick Lucey (STATS LLC)
Multi-party Language Interaction in a Fast-paced Game Using Multi-keyword Spotting
September 20, 2016
International Conference on Intelligent Virtual Agents (IVA) 2016
Jill Lehman (Disney Research) Nikolas Wolfe (Disney Research) Andre Pereira (Disney Research)
A Task-level iterative learning control algorithm for accurate tracking in manipulators with modeling errors and stringent joint position limits
October 12, 2016
Dynamic Systems and Control Conference 2016
Pranav Bhounsule (University of Texas San Antonio) Abhishek Bapat (University of Texas San Antonio) Katsu Yamane (Disney Research)
Deep Static and Dynamic Level Analysis: A Study on Infinite Mario
October 8, 2016
Experimental AI in Games Workshop 2016
Matthew Guzdial (Disney Research/Georgia Institute of Technology) Nathan Sturtevant (University of Denver) Boyang Albert Li (Disney Research)
PLOTSHOT: Generating Discourse-constrained Stories around Photos
September 19, 2016
The Twelfth Annual AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment 2016
Rogelio Cardona-Rivera (Disney Research/North Carolina State University) Boyang Albert Li (Disney Research)
Globally Continuous and Non-Markovian Activity Analysis from Videos
September 15, 2016
European Conference on Computer Vision (ECCV) 2016
He Wang (Disney Research) Carol O’Sullivan (Disney Research)
An Acoustic Analysis of Child-Child and Child-Robot Interactions for Understanding Engagement during Speech-Controlled Computer Games
September 8, 2016
Interspeech 2016
Theodora Chaspari (Disney Research/University of Southern California)
Jill Fain Lehman (Disney Research)
Estimation of Children’s Physical Characteristics from their Voices
August 9, 2016
Interspeech 2016
Jill Lehman (Disney Research)
Rita Singh (Disney Research)
Harnessing Object and Scene Semantics for Large-Scale Video Understanding
June 27, 2016
IEEE Conference on Computer Vision Pattern Recognition (CVPR) 2016
Zuxuan Wu (Fudan University) Yanwei Fu (Disney Research) Yu-Gang Jiang (Fudan University) Leonid Sigal (Disney Research)
Learning Activity Progression in LSTMs for Activity Detection and Early Detection
June 27, 2016
IEEE Conference on Computer Vision Pattern Recognition (CVPR) 2016
Shugao Ma (Boston University) Leonid Sigal (Disney Research) Stan Sclaroff (Boston University)
Predicting Movie Ratings from Audience Behaviors
March 24, 2016
IEEE Winter Conference on Applications of Computer Vision
Rajitha Navarathna (Disney Research/Queensland University of Technology) Patrick Lucey (Disney Research) Peter Carr (Disney Research) Elizabeth Carter (Carnegie Mellon University) Sridha Sridharan (Queensland University of Technology) Iain Matthews (Disney Research)
Assumed Density Filtering Methods for Scalable Learning of Bayesian Neural Networks
February 12, 2016
Association for the Advancement of Artificial Intelligence (AAAI) 2016
Soumya Ghosh (Disney Research) Francesco Marie Delle Fave (Disney Research) Jonathan Yedidia (Disney Research)
Space-Time Tree Ensemble for Action Recognition
June 7, 2015
IEEE Conference on Computer Vision Pattern Recognition (CVPR) 2015
Shugao Ma (Boston University) Leonid Sigal (Disney Research) Stan Sclaroff (Boston University)
Recent Advances in Facial Appearance Capture
May 8, 2015
Eurographics 2015
Oliver Klehm (MPI Informatik) Fabrice Rousselle (Disney Research) Marios Papas (Disney Research/ETH Joint PhD) Derek Bradley (Disney Research) Christophe Hery (Pixar) Bernd Bickel (Disney Research) Wojciech Jarosz (Disney Research) Thabo Beeler (Disney Research)
The Boundary Forest algorithm for online supervised and unsupervised learning
January 25, 2015
Association for the Advancement of Artificial Intelligence (AAAI) 2015
Charles Mathy (Disney Research) Nate Derbinsky (Disney Research) Jose Bento Ayres Pereira (Disney Research) Jonathan Rosenthal (Disney Research) Jonathan Yedidia (Disney Research)
Proximal operators for multi-agent path planning
January 25, 2015
Association for the Advancement of Artificial Intelligence (AAAI) 2015
Jose Bento (Disney Research) Nate Derbinsky (Disney Research) Charles Mathy (Disney Research) Jonathan Yedidia (Disney Research)
Extending the Performance of Human Classifiers using a Viewpoint Specific Approach
January 6, 2015
IEEE Workshop on the Applications of Computer Vision (WACV) 2015
Endri Dibra (Disney Research/ETH Joint M.Sc.) Jerome Maye (ETH Zurich) Olga Diamanti (ETH Zurich) Roland Siegwart (ETH Zurich) Paul Beardsley (Disney Rresearch)
Automatic Editing of Footage from Multiple Social Cameras
July 27, 2014
ACM SIGGRAPH 2014
Ido Arev (Disney Research/The Interdisciplinary Center Herzliya) Hyun Soo Park (Carnegie Mellon University) Yaser Sheikh (Disney Research/Carnegie Mellon University) Jessica Hodgins (Disney Research/Carnegie Mellon University) Arik Shamir (Disney Research/The Interdisciplinary Center Herzliya)
Jointly Summarizing Large-Scale Web Images and Videos for the Storyline Reconstruction
June 23, 2014
IEEE Conference on Computer Vision Pattern Recognition (CVPR) 2014
Gunhee Kim (Disney Research) Leonid Sigal (Disney Research) Eric P. Xing (Carnegie Mellon University)
Scalable Methods to Integrate Task Knowledge with the Three-Weight Algorithm for Hybrid Cognitive Processing via Optimization
April 30, 2014
Biologically Inspired Cognitive Architectures Journal 2014
Nate Derbinsky (Disney Research) Jose Bento Ayres Pereira (Disney Research) Jonathan Yedidia (Disney Research)
A Message-Passing Algorithm for Multi-Agent Trajectory Planning
December 5, 2013
Neural Information Processing Systems (NIPS) 2013
Jose Bento Ayres Pereira (Disney Research) Nate Derbinsky (Disney Research) Javier Alonso-Mora (Disney Research/ETH Joint PhD) Jonathan Yedidia (Disney Research)
Methods for Integrating Knowledge with the Three-Weight Optimization Algorithm for Hybrid Cognitive Processing
November 15, 2013
AAAI Fall Symposium on Integrated Cognition 2013
Nate Derbinsky (Disney Research) Jose Bento (Disney Research) Jonathan Yedidia (Disney Research)
Poselet Key-framing: A Model for Human Activity Recognition
June 23, 2013
IEEE Conference on Computer Vision Pattern Recognition (CVPR) 2013
Michalis Raptis (Disney Research) Leonid Sigal (Disney Research)
An Improved Three-Weight Message-Passing Algorithm
May 8, 2013
Arxiv.org 2013
Nate Derbinsky (Disney Research) Jose Bento (Disney Research) Veit Elser (Cornell University) Jonathan Yedidia (Disney Research)
Efficient Elasticity for Character Skinning with Contact and Collisions
August 7, 2011
ACM SIGGRAPH 2011
Aleka McAdams (Walt Disney Animation Studios/University of California, Los Angeles) Yongning Zhu (PDI/DreamWorks) Andrew Selle (Walt Disney Animation Studios) Mark Empey (Walt Disney Animation Studios) Rasmus Tamstorf (Walt Disney Animation Studios) Joseph Teran (University of California, Los Angeles/Walt Disney Animation Studios) Eftychios Sifakis (University of Wisconsin, Madison/Walt Disney Animation Studios)