David Vázquez

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 112

Top Venues

Publications

Gaurav Sahu, Abhay Puri, Juan A. Rodriguez, Alexandre Drouin, Perouz Taslakian, Valentina Zantedeschi, Alexandre Lacoste, David Vázquez, Nicolas Chapados, Christopher Pal, Sai Rajeswar, Issam Hadj Laradji
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation. CoRR (2024)
Christopher Beckham, Alexandre Piché, David Vázquez, Christopher Pal
Exploring validation metrics for offline model-based optimisation with diffusion models. Trans. Mach. Learn. Res. 2024 (2024)
João Monteiro, Étienne Marcotte, Pierre-André Noël, Valentina Zantedeschi, David Vázquez, Nicolas Chapados, Christopher Pal, Perouz Taslakian
XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference. CoRR (2024)
Alexandre Drouin, Maxime Gasse, Massimo Caccia, Issam H. Laradji, Manuel Del Verme, Tom Marty, Léo Boisvert, Megh Thakkar, Quentin Cappart, David Vázquez, Nicolas Chapados, Alexandre Lacoste
WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks? CoRR (2024)
João Monteiro, Pierre-André Noël, Étienne Marcotte, Sai Rajeswar, Valentina Zantedeschi, David Vázquez, Nicolas Chapados, Christopher Pal, Perouz Taslakian
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content. CoRR (2024)
João Monteiro, Pau Rodríguez, Pierre-André Noël, Issam H. Laradji, David Vázquez
Constraining Representations Yields Models That Know What They Don't Know. ICLR (2023)
Charles Guille-Escuret, Pierre-André Noël, Ioannis Mitliagkas, David Vázquez, João Monteiro
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection. CoRR (2023)
Juan A. Rodriguez, David Vázquez, Issam H. Laradji, Marco Pedersoli, Pau Rodríguez
OCR-VQGAN: Taming Text-within-Image Generation. WACV (2023)
Alexandre Lacoste, Nils Lehmann, Pau Rodríguez, Evan David Sherwin, Hannah Kerner, Björn Lütjens, Jeremy Andrew Irvin, David Dao, Hamed Alemohammad, Alexandre Drouin, Mehmet Gunturkun, Gabriel Huang, David Vázquez, Dava Newman, Yoshua Bengio, Stefano Ermon, Xiao Xiang Zhu
GEO-Bench: Toward Foundation Models for Earth Monitoring. CoRR (2023)
Nicolas Gontier, Pau Rodríguez, Issam H. Laradji, David Vázquez, Christopher Pal
Long-Context Language Decision Transformers and Exponential Tilt for Interactive Text Environments. CoRR (2023)
Rim Assouel, Pau Rodríguez, Perouz Taslakian, David Vázquez, Yoshua Bengio
OC-NMN: Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning. CoRR (2023)
Saypraseuth Mounsaveng, Issam H. Laradji, David Vázquez, Marco Pedersoli, Ismail Ben Ayed
Automatic Data Augmentation Learning using Bilevel Optimization for Histopathological Images. CoRR (2023)
Shengchao Liu, David Vázquez, Jian Tang, Pierre-André Noël
Flaky Performances When Pretraining on Relational Databases (Student Abstract). AAAI (2023)
Bahare Fatemi, Perouz Taslakian, David Vázquez, David Poole
Knowledge Hypergraph Embedding Meets Relational Algebra. J. Mach. Learn. Res. 24 (2023)
Gabriel Huang, Issam H. Laradji, David Vázquez, Simon Lacoste-Julien, Pau Rodríguez
A Survey of Self-Supervised and Few-Shot Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Amine El Hattami, Issam H. Laradji, Stefania Raimondo, David Vázquez, Pau Rodríguez, Christopher Pal
Workflow Discovery from Dialogues in the Low Data Regime. Trans. Mach. Learn. Res. 2023 (2023)
Issam H. Laradji, Perouz Taslakian, Sai Rajeswar, Valentina Zantedeschi, Alexandre Lacoste, Nicolas Chapados, David Vázquez, Christopher Pal, Alexandre Drouin
Capture the Flag: Uncovering Data Insights with Large Language Models. CoRR (2023)
Juan A. Rodriguez, Shubham Agarwal, Issam H. Laradji, Pau Rodríguez, David Vázquez, Christopher Pal, Marco Pedersoli
StarVector: Generating Scalable Vector Graphics Code from Images. CoRR (2023)
Christos Tsirigotis, João Monteiro, Pau Rodríguez, David Vázquez, Aaron C. Courville
Group Robust Classification Without Any Group Information. NeurIPS (2023)
Juan A. Rodriguez, David Vázquez, Issam H. Laradji, Marco Pedersoli, Pau Rodríguez
FigGen: Text to Scientific Figure Generation. Tiny Papers @ ICLR (2023)
Christos Tsirigotis, João Monteiro, Pau Rodríguez, David Vázquez, Aaron C. Courville
Group Robust Classification Without Any Group Information. CoRR (2023)
Alexandre Lacoste, Nils Lehmann, Pau Rodríguez, Evan D. Sherwin, Hannah Kerner, Björn Lütjens, Jeremy Irvin, David Dao, Hamed Alemohammad, Alexandre Drouin, Mehmet Gunturkun, Gabriel Huang, David Vázquez, Dava Newman, Yoshua Bengio, Stefano Ermon, Xiaoxiang Zhu
GEO-Bench: Toward Foundation Models for Earth Monitoring. NeurIPS (2023)
Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodríguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vázquez, German Ignacio Parisi, Nikhil Churamani, Marc Pickett, Issam H. Laradji, Davide Maltoni
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions. Artif. Intell. 303 (2022)
Christopher Beckham, Issam H. Laradji, Pau Rodríguez, David Vázquez, Derek Nowrouzezahrai, Christopher Pal
Overcoming challenges in leveraging GANs for few-shot data augmentation. CoLLAs (2022)
Juan A. Rodriguez, David Vázquez, Issam H. Laradji, Marco Pedersoli, Pau Rodríguez
OCR-VQGAN: Taming Text-within-Image Generation. CoRR (2022)
Joao Monteiro, Pau Rodríguez, Pierre-André Noël, Issam H. Laradji, David Vázquez
Constraining Representations Yields Models That Know What They Don't Know. CoRR (2022)
Alexandre Piché, Rafael Pardinas, David Vázquez, Igor Mordatch, Chris Pal
Implicit Offline Reinforcement Learning via Supervised Learning. CoRR (2022)
Christopher Beckham, Alexandre Piché, David Vázquez, Christopher Pal
Towards good validation metrics for generative models in offline model-based optimisation. CoRR (2022)
Christopher Beckham, Issam H. Laradji, Pau Rodríguez, David Vázquez, Derek Nowrouzezahrai, Christopher J. Pal
Challenges in leveraging GANs for few-shot data augmentation. CoRR (2022)
Gaurav Sahu, Pau Rodríguez, Issam H. Laradji, Parmida Atighehchian, David Vázquez, Dzmitry Bahdanau
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models. ConvAI@ACL (2022)
Charles Guille-Escuret, Pau Rodríguez, David Vázquez, Ioannis Mitliagkas, Joao Monteiro
CADet: Fully Self-Supervised Anomaly Detection With Contrastive Learning. CoRR (2022)
Sai Rajeswar, Pau Rodríguez, Soumye Singhal, David Vázquez, Aaron C. Courville
Multi-label Iterated Learning for Image Classification with Label Ambiguity. CVPR (2022)
Lorenzo Pellegrini, Chenchen Zhu, Fanyi Xiao, Zhicheng Yan, Antonio Carta, Matthias De Lange, Vincenzo Lomonaco, Roshan Sumbaly, Pau Rodríguez, David Vázquez
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding. CoRR (2022)
Shengchao Liu, David Vázquez, Jian Tang, Pierre-André Noël
Flaky Performances when Pretraining on Relational Databases. CoRR (2022)
Sai Rajeswar, Issam Hadj Laradji, Pau Rodríguez, David Vázquez, Aaron C. Courville
Consistency-CAM: Towards Improved Weakly Supervised Semantic Segmentation. BMVC (2022)
Gaurav Sahu, Pau Rodríguez, Issam H. Laradji, Parmida Atighehchian, David Vázquez, Dzmitry Bahdanau
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models. CoRR (2022)
Amine El Hattami, Stefania Raimondo, Issam H. Laradji, David Vázquez, Pau Rodríguez, Chris Pal
Workflow Discovery from Dialogues in the Low Data Regime. CoRR (2022)
Issam H. Laradji, Pau Rodríguez, David Vázquez, Derek Nowrouzezahrai
SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction. ICCVW (2021)
Sai Rajeswar, Pau Rodríguez, Soumye Singhal, David Vázquez, Aaron C. Courville
Multi-label Iterated Learning for Image Classification with Label Ambiguity. CoRR (2021)
Daniel Hernández Juárez, Antonio Espinosa, David Vázquez, Antonio M. López, Juan C. Moure
3D Perception With Slanted Stixels on GPU. IEEE Trans. Parallel Distributed Syst. 32 (10) (2021)
Saypraseuth Mounsaveng, Issam H. Laradji, Ismail Ben Ayed, David Vázquez, Marco Pedersoli
Learning Data Augmentation with Online Bilevel Optimization for Image Classification. WACV (2021)
Pau Rodríguez, Massimo Caccia, Alexandre Lacoste, Lee Zamparo, Issam H. Laradji, Laurent Charlin, David Vázquez
Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations. CoRR (2021)
Alzayat Saleh, Issam H. Laradji, Corey Lammie, David Vázquez, Carol A. Flavell, Mostafa Rahimi Azghadi
A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images. CoRR (2021)
Oscar Mañas, Alexandre Lacoste, Xavier Giró-i-Nieto, David Vázquez, Pau Rodríguez
Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data. ICCV (2021)
Pau Rodríguez, Massimo Caccia, Alexandre Lacoste, Lee Zamparo, Issam H. Laradji, Laurent Charlin, David Vázquez
Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations. ICCV (2021)
Alzayat Saleh, Issam H. Laradji, Corey Lammie, David Vázquez, Carol A. Flavell, Mostafa Rahimi Azghadi
A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Bahare Fatemi, Perouz Taslakian, David Vázquez, David Poole
Knowledge Hypergraph Embedding Meets Relational Algebra. CoRR (2021)
Sai Rajeswar, Cyril Ibrahim, Nitin Surya, Florian Golemo, David Vázquez, Aaron C. Courville, Pedro O. Pinheiro
Haptics-based Curiosity for Sparse-reward Tasks. CoRL (2021)
Oscar Mañas, Alexandre Lacoste, Xavier Giró-i-Nieto, David Vázquez, Pau Rodríguez
Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data. CoRR (2021)
Sai Rajeswar, Cyril Ibrahim, Nitin Surya, Florian Golemo, David Vázquez, Aaron C. Courville, Pedro O. Pinheiro
Touch-based Curiosity for Sparse-Reward Tasks. CoRR (2021)
Gabriel Huang, Issam H. Laradji, David Vázquez, Simon Lacoste-Julien, Pau Rodríguez
A Survey of Self-Supervised and Few-Shot Object Detection. CoRR (2021)
Issam H. Laradji, Pau Rodríguez, David Vázquez, Derek Nowrouzezahrai
SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction. CoRR (2021)
Issam H. Laradji, Pau Rodríguez, Oscar Mañas, Keegan Lensink, Marco Law, Lironne Kurzman, William Parker, David Vázquez, Derek Nowrouzezahrai
A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images. WACV (2021)
Alexandre Lacoste, Evan David Sherwin, Hannah Kerner, Hamed Alemohammad, Björn Lütjens, Jeremy Irvin, David Dao, Alex Chang, Mehmet Gunturkun, Alexandre Drouin, Pau Rodríguez, David Vázquez
Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark. CoRR (2021)
Massimo Caccia, Pau Rodríguez, Oleksiy Ostapenko, Fabrice Normandin, Min Lin, Lucas Caccia, Issam H. Laradji, Irina Rish, Alexandre Lacoste, David Vázquez, Laurent Charlin
Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning. CoRR (2020)
Kunfeng Wang, Fei-Yue Wang, Visvanathan Ramesh, Ashish Shrivastava, David Vázquez, Fuxin Li
Generating virtual images for promoting visual artificial intelligence. Neurocomputing 394 (2020)
Massimo Caccia, Pau Rodríguez, Oleksiy Ostapenko, Fabrice Normandin, Min Lin, Lucas Page-Caccia, Issam Hadj Laradji, Irina Rish, Alexandre Lacoste, David Vázquez, Laurent Charlin
Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning. NeurIPS (2020)
Issam H. Laradji, Pau Rodríguez, Freddie Kalaitzis, David Vázquez, Ross Young, Ed Davey, Alexandre Lacoste
Counting Cows: Tracking Illegal Cattle Ranching From High-Resolution Satellite Imagery. CoRR (2020)
Issam H. Laradji, Rafael Pardinas, Pau Rodríguez, David Vázquez
LOOC: Localize Overlapping Objects with Count Supervision. CoRR (2020)
Alexandre Lacoste, Pau Rodríguez, Frédéric Branchaud-Charron, Parmida Atighehchian, Massimo Caccia, Issam H. Laradji, Alexandre Drouin, Matt Craddock, Laurent Charlin, David Vázquez
Synbols: Probing Learning Algorithms with Synthetic Datasets. CoRR (2020)
Issam H. Laradji, Alzayat Saleh, Pau Rodríguez, Derek Nowrouzezahrai, Mostafa Rahimi Azghadi, David Vázquez
Affinity LCFCN: Learning to Segment Fish with Weak Supervision. CoRR (2020)
Bahare Fatemi, Perouz Taslakian, David Vázquez, David Poole
Knowledge Hypergraphs: Prediction Beyond Binary Relations. IJCAI (2020)
Issam H. Laradji, Pau Rodríguez, Frederic Branchaud-Charron, Keegan Lensink, Parmida Atighehchian, William Parker, David Vázquez, Derek Nowrouzezahrai
A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images. CoRR (2020)
Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark Schmidt
Proposal-Based Instance Segmentation With Point Supervision. ICIP (2020)
Issam H. Laradji, Pau Rodríguez, Oscar Mañas, Keegan Lensink, Marco Law, Lironne Kurzman, William Parker, David Vázquez, Derek Nowrouzezahrai
A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images. CoRR (2020)
Sai Rajeswar, Fahim Mannan, Florian Golemo, Jérôme Parent-Lévesque, David Vázquez, Derek Nowrouzezahrai, Aaron C. Courville
Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images Using a View-Based Representation. Int. J. Comput. Vis. 128 (10) (2020)
Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodríguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vázquez, German Ignacio Parisi, Nikhil Churamani, Marc Pickett, Issam H. Laradji, Davide Maltoni
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions. CoRR (2020)
Saypraseuth Mounsaveng, Issam H. Laradji, Ismail Ben Ayed, David Vázquez, Marco Pedersoli
Learning Data Augmentation with Online Bilevel Optimization for Image Classification. CoRR (2020)
Issam H. Laradji, Rafael Pardinas, Pau Rodríguez, David Vázquez
Looc: Localize Overlapping Objects with Count Supervision. ICIP (2020)
Sai Rajeswar, Fahim Mannan, Florian Golemo, Jérôme Parent-Lévesque, David Vázquez, Derek Nowrouzezahrai, Aaron C. Courville
Pix2Shape - Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation. CoRR (2020)
Alexandre Lacoste, Pau Rodríguez López, Frederic Branchaud-Charron, Parmida Atighehchian, Massimo Caccia, Issam Hadj Laradji, Alexandre Drouin, Matt Craddock, Laurent Charlin, David Vázquez
Synbols: Probing Learning Algorithms with Synthetic Datasets. NeurIPS (2020)
Alzayat Saleh, Issam H. Laradji, Dmitry A. Konovalov, Michael Bradley, David Vázquez, Marcus Sheaves
A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis. CoRR (2020)
Lironne Kurzman, David Vázquez, Issam H. Laradji
Class-Based Styling: Real-Time Localized Style Transfer with Semantic Segmentation. ICCV Workshops (2019)
Bahare Fatemi, Perouz Taslakian, David Vázquez, David Poole
Knowledge Hypergraphs: Extending Knowledge Graphs Beyond Binary Relations. CoRR (2019)
Daniel Hernández Juárez, Lukas Schneider, Pau Cebrian, Antonio Espinosa, David Vázquez, Antonio M. López, Uwe Franke, Marc Pollefeys, Juan C. Moure
Slanted Stixels: A Way to Represent Steep Streets. Int. J. Comput. Vis. 127 (11-12) (2019)
Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark Schmidt
Instance Segmentation with Point Supervision. CoRR (2019)
Mattie Tesfaldet, Xavier Snelgrove, David Vázquez
Fourier-CPPNs for Image Synthesis. CoRR (2019)
Guillem Cucurull, Perouz Taslakian, David Vázquez
Context-Aware Visual Compatibility Prediction. CVPR (2019)
Guillem Cucurull, Perouz Taslakian, David Vázquez
Context-Aware Visual Compatibility Prediction. CoRR (2019)
Saypraseuth Mounsaveng, David Vázquez, Ismail Ben Ayed, Marco Pedersoli
Adversarial Learning of General Transformations for Data Augmentation. CoRR (2019)
Chris H. Bahnsen, David Vázquez, Antonio M. López, Thomas B. Moeslund
Learning to Remove Rain in Traffic Surveillance by using Synthetic Data. VISIGRAPP (4: VISAPP) (2019)
Issam H. Laradji, David Vázquez, Mark Schmidt
Where are the Masks: Instance Segmentation with Image-level Supervision. BMVC (2019)
Issam H. Laradji, David Vázquez, Mark Schmidt
Where are the Masks: Instance Segmentation with Image-level Supervision. CoRR (2019)
Lironne Kurzman, David Vázquez, Issam H. Laradji
Class-Based Styling: Real-time Localized Style Transfer with Semantic Segmentation. CoRR (2019)
Mattie Tesfaldet, Xavier Snelgrove, David Vázquez
Fourier-CPPNs for Image Synthesis. ICCV Workshops (2019)
Daniel Hernández Juárez, Lukas Schneider, Pau Cebrian, Antonio Espinosa, David Vázquez, Antonio M. López, Uwe Franke, Marc Pollefeys, Juan C. Moure
Slanted Stixels: A way to represent steep streets. CoRR (2019)
Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark Schmidt
Where are the Blobs: Counting by Localization with Point Supervision. CoRR (2018)
Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark Schmidt
Where Are the Blobs: Counting by Localization with Point Supervision. ECCV (2) (2018)
Antonio M. López, Gabriel Villalonga, Laura Sellart, Germán Ros, David Vázquez, Jiaolong Xu, Javier Marín, Azadeh Sadat Mozafari
Training my car to see using virtual worlds. Image Vis. Comput. 68 (2017)
Daniel Hernández Juárez, Antonio Espinosa, Juan C. Moure, David Vázquez, Antonio Manuel López Peña
GPU-Accelerated Real-Time Stixel Computation. WACV (2017)
Daniel Hernández Juárez, Lukas Schneider, Antonio Espinosa, Juan C. Moure, David Vázquez, Antonio M. López, Uwe Franke, Marc Pollefeys
Slanted Stixels: Representing San Francisco's Steepest Streets. BMVC (2017)
Alejandro González, David Vázquez, Antonio M. López, Jaume Amores
On-Board Object Detection: Multicue, Multimodal, and Multiview Random Forest of Local Experts. IEEE Trans. Cybern. 47 (11) (2017)
Zhijie Fang, David Vázquez, Antonio M. López
On-Board Detection of Pedestrian Intentions. Sensors 17 (10) (2017)
Daniel Hernández Juárez, Lukas Schneider, Antonio Espinosa, David Vázquez, Antonio M. López, Uwe Franke, Marc Pollefeys, Juan C. Moure
Slanted Stixels: Representing San Francisco's Steepest Streets. CoRR (2017)
Simon Jégou, Michal Drozdzal, David Vázquez, Adriana Romero, Yoshua Bengio
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation. CVPR Workshops (2017)
Eugenio Alcalá, Laura Sellart, Vicenç Puig, Joseba Quevedo, Jordi Saludes, David Vázquez, Antonio M. López
Comparison of two non-linear model-based control strategies for autonomous vehicles. CoRR (2017)
Ishaan Gulrajani, Kundan Kumar, Faruk Ahmed, Adrien Ali Taïga, Francesco Visin, David Vázquez, Aaron C. Courville
PixelVAE: A Latent Variable Model for Natural Images. ICLR (Poster) (2017)
Victor Campmany, Sergio Silva, Antonio Espinosa, Juan Carlos Moure, David Vázquez, Antonio M. López
GPU-based Pedestrian Detection for Autonomous Driving. ICCS (2016)
Victor Campmany, Sergio Silva, Antonio Espinosa, Juan Carlos Moure, David Vázquez, Antonio M. López
GPU-based Pedestrian Detection for Autonomous Driving. CoRR (2016)
Eugenio Alcalá, Laura Sellart, Vicenç Puig, Joseba Quevedo, Jordi Saludes, David Vázquez, Antonio M. López
Comparison of two non-linear model-based control strategies for autonomous vehicles. MED (2016)

David Vázquez.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

David Vázquez