Judith Bütepage

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 31

Top Topics

Latent Variable Models

Content Based Music Retrieval

Motion Prediction

Additive Models

Top Venues

Publications

Amir Hossein Akhavan Rahnama, Judith Bütepage, Pierre Geurts, Henrik Boström
Can local explanation techniques explain linear additive models? Data Min. Knowl. Discov. 38 (1) (2024)
William Donnelly, Alan Wolfe, Judith Bütepage, Jon Valdés
FAST: Filter-Adapted Spatio-Temporal Sampling for Real-Time Rendering. Proc. ACM Comput. Graph. Interact. Tech. 7 (1) (2024)
William Donnelly, Alan Wolfe, Judith Bütepage, Jon Valdés
Filter-adapted spatiotemporal sampling for real-time rendering. CoRR (2023)
Amir Hossein Akhavan Rahnama, Judith Bütepage
Evaluating Local Model-Agnostic Explanations of Learning to Rank Models with Decision Paths. CoRR (2022)
Judith Bütepage, Lucas Maystre, Mounia Lalmas
Gaussian Process Encoders: VAEs with Reliable Latent-Space Uncertainty. ECML/PKDD (2) (2021)
Lucas Maystre, Nagarjuna Kumarappan, Judith Bütepage, Mounia Lalmas
Collaborative Classification from Noisy Labels. AISTATS (2021)
Amir Hossein Akhavan Rahnama, Judith Bütepage, Pierre Geurts, Henrik Boström
Evaluation of Local Model-Agnostic Explanations Using Ground Truth. CoRR (2021)
Thomas Ziegler, Judith Bütepage, Michael C. Welle, Anastasiia Varava, Tonci Novkovic, Danica Kragic
Fashion Landmark Detection and Category Classification for Robotics. CoRR (2020)
Thomas Ziegler, Judith Bütepage, Michael C. Welle, Anastasiia Varava, Tonci Novkovic, Danica Kragic
Fashion Landmark Detection and Category Classification for Robotics. ICARSC (2020)
Federico Tomasi, Rishabh Mehrotra, Aasish Pappu, Judith Bütepage, Brian Brost, Hugo Galvão, Mounia Lalmas
Query Understanding for Surfacing Under-served Music Content. CIKM (2020)
Judith Bütepage, Ali Ghadirzadeh, Özge Öztimur Karadag, Mårten Björkman, Danica Kragic
Imitating by Generating: Deep Generative Models for Imitation of Interactive Tasks. Frontiers Robotics AI 7 (2020)
Carl Ringqvist, Judith Bütepage, Hedvig Kjellström, Henrik Hult
Interpolation in Auto Encoders with Bridge Processes. ICPR (2020)
Cheng Zhang, Judith Bütepage, Hedvig Kjellström, Stephan Mandt
Advances in Variational Inference. IEEE Trans. Pattern Anal. Mach. Intell. 41 (8) (2019)
Judith Bütepage, Petra Poklukar, Danica Kragic
Modeling assumptions and evaluation schemes: On the assessment of deep latent variable models. CVPR Workshops (2019)
Judith Bütepage, Hedvig Kjellström, Danica Kragic
Predicting the What and How - a Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling. CVPR Workshops (2019)
Judith Bütepage, Silvia Cruciani, Mia Kokic, Michael C. Welle, Danica Kragic
From Visual Understanding to Complex Object Manipulation. Annu. Rev. Control. Robotics Auton. Syst. 2 (2019)
Judith Bütepage, Ali Ghadirzadeh, Özge Öztimur Karadag, Mårten Björkman, Danica Kragic
Imitating by generating: deep generative models for imitation of interactive tasks. CoRR (2019)
Judith Bütepage, Hedvig Kjellström, Danica Kragic
Classify, predict, detect, anticipate and synthesize: Hierarchical recurrent latent variable models for human activity modeling. CoRR (2018)
Judith Bütepage, Hedvig Kjellström, Danica Kragic
Anticipating Many Futures: Online Human Motion Prediction and Generation for Human-Robot Interaction. ICRA (2018)
Judith Bütepage, Danica Kragic
Detect, anticipate and generate: Semi-supervised recurrent latent variable models for human activity modeling. CoRR (2018)
Judith Bütepage, Hedvig Kjellström, Danica Kragic
Anticipating many futures: Online human motion prediction and synthesis for human-robot collaboration. CoRR (2017)
Cheng Zhang, Judith Bütepage, Hedvig Kjellström, Stephan Mandt
Advances in Variational Inference. CoRR (2017)
Judith Bütepage, Michael J. Black, Danica Kragic, Hedvig Kjellström
Deep representation learning for human motion prediction and classification. CoRR (2017)
Judith Bütepage, Danica Kragic
Human-Robot Collaboration: From Psychology to Social Robotics. CoRR (2017)
Judith Bütepage, Michael J. Black, Danica Kragic, Hedvig Kjellström
Deep Representation Learning for Human Motion Prediction and Classification. CVPR (2017)
Ali Ghadirzadeh, Judith Bütepage, Danica Kragic, Mårten Björkman
Self-learning and adaptation in a sensorimotor framework. CoRR (2016)
Ali Ghadirzadeh, Judith Bütepage, Atsuto Maki, Danica Kragic, Mårten Björkman
A sensorimotor reinforcement learning framework for physical Human-Robot Interaction. IROS (2016)
Judith Bütepage, Hedvig Kjellström, Danica Kragic
Social Affordance Tracking over Time - A Sensorimotor Account of False-Belief Tasks. CogSci (2016)
Ali Ghadirzadeh, Judith Bütepage, Atsuto Maki, Danica Kragic, Mårten Björkman
A Sensorimotor Reinforcement Learning Framework for Physical Human-Robot Interaction. CoRR (2016)
Ali Ghadirzadeh, Judith Bütepage, Danica Kragic, Mårten Björkman
Self-learning and adaptation in a sensorimotor framework. ICRA (2016)
Florian T. Pokorny, Yasemin Bekiroglu, Karl Pauwels, Judith Bütepage, Clara Scherer, Danica Kragic
CapriDB - Capture, Print, Innovate: A Low-Cost Pipeline and Database for Reproducible Manipulation Research. CoRR (2016)