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Dario Pavllo
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3D human pose estimation in video with temporal convolutions and semi-supervised training
D Pavllo, C Feichtenhofer, D Grangier, M Auli
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 7753-7762, 2019
10942019
QuaterNet: A Quaternion-based Recurrent Model for Human Motion
D Pavllo, D Grangier, M Auli
British Machine Vision Conference (BMVC), 2018
2852018
Modeling Human Motion with Quaternion-based Neural Networks
D Pavllo, C Feichtenhofer, M Auli, D Grangier
International Journal of Computer Vision (IJCV), 2019
1782019
Convolutional Generation of Textured 3D Meshes
D Pavllo, G Spinks, T Hofmann, MF Moens, A Lucchi
Advances in Neural Information Processing Systems (NeurIPS), 2020
572020
Learning Generative Models of Textured 3D Meshes from Real-World Images
D Pavllo, J Kohler, T Hofmann, A Lucchi
IEEE/CVF International Conference on Computer Vision (ICCV), 2021
462021
Hierarchical image classification using entailment cone embeddings
A Dhall, A Makarova, O Ganea, D Pavllo, M Greeff, A Krause
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
462020
Controlling Style and Semantics in Weakly-Supervised Image Generation
D Pavllo, A Lucchi, T Hofmann
European Conference on Computer Vision (ECCV), 482-499, 2020
402020
Quootstrap: Scalable Unsupervised Extraction of Quotation-Speaker Pairs from Large News Corpora via Bootstrapping
D Pavllo, T Piccardi, R West
Proceedings of the Twelfth International AAAI Conference on Web and Social …, 2018
222018
Shape, Pose, and Appearance from a Single Image via Bootstrapped Radiance Field Inversion
D Pavllo, DJ Tan, MJ Rakotosaona, F Tombari
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 4391-4401, 2023
172023
Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers
S Anagnostidis, D Pavllo, L Biggio, L Noci, A Lucchi, T Hofmann
Advances in Neural Information Processing Systems (NeurIPS), 2023
132023
Safe Deep Reinforcement Learning for Multi-Agent Systems with Continuous Action Spaces
Z Sheebaelhamd, K Zisis, A Nisioti, D Gkouletsos, D Pavllo, J Kohler
International Conference on Machine Learning (ICML) Workshops, 2021
132021
Real-time finger tracking using active motion capture: A neural network approach robust to occlusions
D Pavllo, T Porssut, B Herbelin, R Boulic
Proceedings of the 11th ACM SIGGRAPH Conference on Motion, Interaction and …, 2018
82018
Real-time marker-based finger tracking with neural networks
D Pavllo, T Porssut, B Herbelin, R Boulic
2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 651-652, 2018
82018
Vanishing Curvature in Randomly Initialized Deep ReLU Networks.
A Orvieto, J Kohler, D Pavllo, T Hofmann, A Lucchi
AISTATS, 7942-7975, 2022
72022
Vanishing Curvature and the Power of Adaptive Methods in Randomly Initialized Deep Networks
A Orvieto, J Kohler, D Pavllo, T Hofmann, A Lucchi
AISTATS, 2021
62021
Plausibly Deniable Encryption with Large Language Models
D Pavllo, S Anagnostidis
2023
Structured Generative Models for Controllable Scene and 3D Content Synthesis
D Pavllo
ETH Zurich, 2023
2023
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Articles 1–17