David Vázquez
Orcid: 0000-0002-2845-8158Affiliations:
- Element AI, Montral, Canada
According to our database1,
David Vázquez
authored at least 107 papers
between 2010 and 2024.
Collaborative distances:
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Bibliography
2024
Exploring validation metrics for offline model-based optimisation with diffusion models.
Trans. Mach. Learn. Res., 2024
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation.
CoRR, 2024
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content.
CoRR, 2024
CoRR, 2024
2023
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023
Trans. Mach. Learn. Res., 2023
OC-NMN: Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning.
CoRR, 2023
Automatic Data Augmentation Learning using Bilevel Optimization for Histopathological Images.
CoRR, 2023
CoRR, 2023
Long-Context Language Decision Transformers and Exponential Tilt for Interactive Text Environments.
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding.
CoRR, 2022
Towards good validation metrics for generative models in offline model-based optimisation.
CoRR, 2022
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions.
Artif. Intell., 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the Conference on Lifelong Learning Agents, 2022
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models.
Proceedings of the 4th Workshop on NLP for Conversational AI, 2022
2021
IEEE Trans. Parallel Distributed Syst., 2021
A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images.
IEEE J. Biomed. Health Informatics, 2021
Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark.
CoRR, 2021
Learning Data Augmentation with Online Bilevel Optimization for Image Classification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021
2020
Neurocomputing, 2020
Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images Using a View-Based Representation.
Int. J. Comput. Vis., 2020
Counting Cows: Tracking Illegal Cattle Ranching From High-Resolution Satellite Imagery.
CoRR, 2020
A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis.
CoRR, 2020
A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images.
CoRR, 2020
Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
2019
CoRR, 2019
Proceedings of the 14th International Joint Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the 30th British Machine Vision Conference 2019, 2019
2018
Proceedings of the Computer Vision - ECCV 2018, 2018
2017
Proceedings of the Domain Adaptation in Computer Vision Applications., 2017
From Virtual to Real World Visual Perception Using Domain Adaptation - The DPM as Example.
Proceedings of the Domain Adaptation in Computer Vision Applications., 2017
On-Board Object Detection: Multicue, Multimodal, and Multiview Random Forest of Local Experts.
IEEE Trans. Cybern., 2017
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the British Machine Vision Conference 2017, 2017
2016
Sensors, 2016
Int. J. Comput. Vis., 2016
Node-Adapt, Path-Adapt and Tree-Adapt: Model-Transfer Domain Adaptation for Random Forest.
CoRR, 2016
From Virtual to Real World Visual Perception using Domain Adaptation - The DPM as Example.
CoRR, 2016
Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Proceedings of the International Conference on Computational Science 2016, 2016
Proceedings of the International Conference on Computational Science 2016, 2016
The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Multiview random forest of local experts combining RGB and LIDAR data for pedestrian detection.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015
2014
IEEE Trans. Intell. Transp. Syst., 2014
IEEE Trans. Cybern., 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the British Machine Vision Conference, 2014
2013
Proceedings of the Multimodal Interaction in Image and Video Applications, 2013
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012
2011
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
Proceedings of the Computer Analysis of Images and Patterns, 2011
2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010