Dario Pavllo

According to our database, Dario Pavllo authored at least 17 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Structured Generative Models for Controllable Scene and 3D Content Synthesis.

Dario Pavllo

PhD thesis, 2023

Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers.

Sotiris Anagnostidis, Dario Pavllo, Luca Biggio, Lorenzo Noci, Aurélien Lucchi, Thomas Hofmann

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Shape, Pose, and Appearance from a Single Image via Bootstrapped Radiance Field Inversion.

Dario Pavllo, David Joseph Tan, Marie-Julie Rakotosaona, Federico Tombari

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Vanishing Curvature in Randomly Initialized Deep ReLU Networks.

Antonio Orvieto, Jonas Kohler, Dario Pavllo, Thomas Hofmann, Aurélien Lucchi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Safe Deep Reinforcement Learning for Multi-Agent Systems with Continuous Action Spaces.

Ziyad Sheebaelhamd, Konstantinos Zisis, Athina Nisioti, Dimitris Gkouletsos, Dario Pavllo, Jonas Kohler

CoRR, 2021

Vanishing Curvature and the Power of Adaptive Methods in Randomly Initialized Deep Networks.

Antonio Orvieto, Jonas Kohler, Dario Pavllo, Thomas Hofmann, Aurélien Lucchi

CoRR, 2021

Learning Generative Models of Textured 3D Meshes from Real-World Images.

Dario Pavllo, Jonas Kohler, Thomas Hofmann, Aurélien Lucchi

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Modeling Human Motion with Quaternion-Based Neural Networks.

Dario Pavllo, Christoph Feichtenhofer, Michael Auli, David Grangier

Int. J. Comput. Vis., 2020

Convolutional Generation of Textured 3D Meshes.

Dario Pavllo, Graham Spinks, Thomas Hofmann, Marie-Francine Moens, Aurélien Lucchi

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Controlling Style and Semantics in Weakly-Supervised Image Generation.

Dario Pavllo, Aurélien Lucchi, Thomas Hofmann

Proceedings of the Computer Vision - ECCV 2020, 2020

Hierarchical Image Classification using Entailment Cone Embeddings.

Ankit Dhall, Anastasia Makarova, Octavian Ganea, Dario Pavllo, Michael Greeff, Andreas Krause

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Real-time neural network prediction for handling two-hands mutual occlusions.

Dario Pavllo, Mathias Delahaye, Thibault Porssut, Bruno Herbelin, Ronan Boulic

Comput. Graph. X, 2019

3D Human Pose Estimation in Video With Temporal Convolutions and Semi-Supervised Training.

Dario Pavllo, Christoph Feichtenhofer, David Grangier, Michael Auli

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Real-Time Marker-Based Finger Tracking with Neural Networks.

Dario Pavllo, Thibault Porssut, Bruno Herbelin, Ronan Boulic

Proceedings of the 2018 IEEE Conference on Virtual Reality and 3D User Interfaces, 2018

Real-time finger tracking using active motion capture: a neural network approach robust to occlusions.

Dario Pavllo, Thibault Porssut, Bruno Herbelin, Ronan Boulic

Proceedings of the 11th Annual International Conference on Motion, Interaction, and Games, 2018

Quootstrap: Scalable Unsupervised Extraction of Quotation-Speaker Pairs from Large News Corpora via Bootstrapping.

Dario Pavllo, Tiziano Piccardi, Robert West

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

QuaterNet: A Quaternion-based Recurrent Model for Human Motion.

Dario Pavllo, David Grangier, Michael Auli

Proceedings of the British Machine Vision Conference 2018, 2018