David Vázquez

163 papers A* 24A 9B 7Misc 6Journal 98Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	StarFlow: Generating Structured Workflow Outputs From Sketch Images. EACL (Volume 1: Long Papers) Patrice Bechard, Chao Wang, Amirhossein Abaskohi, Juan A. Rodríguez, Christopher Pal, David Vázquez, Spandana Gella, Sai Rajeswar, Perouz Taslakian
2026	J	`jnl`	VectorGym: A Multitask Benchmark for SVG Code Generation, Sketching, and Editing. CoRR Juan A. Rodríguez, Haotian Zhang, Abhay Puri, Tianyang Zhang, Rishav Pramanik, Meng Lin, Xiaoqing Xie, Marco Terral, Darsh Kaushik, Aly Shariff, Perouz Taslakian, Spandana Gella, Sai Rajeswar, David Vázquez, Christopher Pal, Marco Pedersoli
2026	J	`jnl`	WildSVG: Towards Reliable SVG Generation Under Real-Word Conditions. CoRR Marco Terral, Haotian Zhang, Tianyang Zhang, Meng Lin, Xiaoqing Xie, Haoran Dai, Darsh Kaushik, Pai Peng, Nicklas Scharpff, David Vázquez, Joan Rodriguez
2025	J	`jnl`	AgentAda: Skill-Adaptive Data Analytics for Tailored Insight Discovery. CoRR Amirhossein Abaskohi, Amrutha Varshini Ramesh, Shailesh Nanisetty, Chirag Goel, David Vázquez, Christopher Pal, Spandana Gella, Giuseppe Carenini, Issam H. Laradji
2025	J	`jnl`	AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding. CoRR Ahmed Masry, Juan A. Rodríguez, Tianyu Zhang, Suyuchen Wang, Chao Wang, Aarash Feizi, Akshay Kalkunte Suresh, Abhay Puri, Xiangru Jian, Pierre-André Noël, Sathwik Tejaswi Madhusudhan, Marco Pedersoli, Bang Liu, Nicolas Chapados, Yoshua Bengio, Enamul Hoque, Christopher Pal, Issam H. Laradji, David Vázquez, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2025	J	`jnl`	BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning. CoRR Ahmed Masry, Abhay Puri, Masoud Hashemi, Juan A. Rodríguez, Megh Thakkar, Khyati Mahajan, Vikas Yadav, Sathwik Tejaswi Madhusudhan, Alexandre Piché, Dzmitry Bahdanau, Christopher Pal, David Vázquez, Enamul Hoque, Perouz Taslakian, Sai Rajeswar, Spandana Gella
2025	J	`jnl`	Distilling semantically aware orders for autoregressive image generation. CoRR Rishav Pramanik, Antoine Poupon, Juan A. Rodríguez, Masih Aminbeidokhti, David Vázquez, Christopher Pal, Zhaozheng Yin, Marco Pedersoli
2025	J	`jnl`	Grounding Computer Use Agents on Human Demonstrations. CoRR Aarash Feizi, Shravan Nayak, Xiangru Jian, Kevin Qinghong Lin, Kaixin Li, Rabiul Awal, Xing Han Lù, Johan Obando-Ceron, Juan A. Rodríguez, Nicolas Chapados, David Vázquez, Adriana Romero-Soriano, Reihaneh Rabbany, Perouz Taslakian, Christopher Pal, Spandana Gella, Sai Rajeswar
2025	A*	`conf`	InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation. ICLR Gaurav Sahu, Abhay Puri, Juan A. Rodríguez, Amirhossein Abaskohi, Mohammad Chegini, Alexandre Drouin, Perouz Taslakian, Valentina Zantedeschi, Alexandre Lacoste, David Vázquez, Nicolas Chapados, Christopher Pal, Sai Rajeswar, Issam H. Laradji
2025	J	`jnl`	Rendering-Aware Reinforcement Learning for Vector Graphics Generation. CoRR Juan A. Rodríguez, Haotian Zhang, Abhay Puri, Aarash Feizi, Rishav Pramanik, Pascal Wichmann, Arnab Kumar Mondal, Mohammad Reza Samsami, Rabiul Awal, Perouz Taslakian, Spandana Gella, Sai Rajeswar, David Vázquez, Christopher Pal, Marco Pedersoli
2025	J	`jnl`	StarFlow: Generating Structured Workflow Outputs From Sketch Images. CoRR Patrice Bechard, Chao Wang, Amirhossein Abaskohi, Juan A. Rodríguez, Christopher Pal, David Vázquez, Spandana Gella, Sai Rajeswar, Perouz Taslakian
2025	A*	`conf`	StarVector: Generating Scalable Vector Graphics Code from Images and Text. AAAI Juan A. Rodríguez, Abhay Puri, Shubham Agarwal, Issam H. Laradji, Sai Rajeswar, David Vázquez, Christopher Pal, Marco Pedersoli
2025	A*	`conf`	StarVector: Generating Scalable Vector Graphics Code from Images and Text. CVPR Juan A. Rodríguez, Abhay Puri, Shubham Agarwal, Issam H. Laradji, Pau Rodríguez, Sai Rajeswar, David Vázquez, Christopher Pal, Marco Pedersoli
2025	A*	`conf`	UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction. ICML Shravan Nayak, Xiangru Jian, Kevin Qinghong Lin, Juan A. Rodríguez, Montek Kalsi, Nicolas Chapados, M. Tamer Özsu, Aishwarya Agrawal, David Vázquez, Christopher Pal, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2025	J	`jnl`	UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction. CoRR Shravan Nayak, Xiangru Jian, Kevin Qinghong Lin, Juan A. Rodríguez, Montek Kalsi, Rabiul Awal, Nicolas Chapados, M. Tamer Özsu, Aishwarya Agrawal, David Vázquez, Christopher Pal, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2025	A*	`conf`	WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation. EMNLP Rabiul Awal, Mahsa Massoud, Aarash Feizi, Zichao Li, Suyuchen Wang, Christopher Pal, Aishwarya Agrawal, David Vázquez, Siva Reddy, Juan A. Rodríguez, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2025	J	`jnl`	WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation. CoRR Rabiul Awal, Mahsa Massoud, Aarash Feizi, Zichao Li, Suyuchen Wang, Christopher Pal, Aishwarya Agrawal, David Vázquez, Siva Reddy, Juan A. Rodríguez, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2024	J	`jnl`	BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks. CoRR Juan A. Rodríguez, Xiangru Jian, Siba Smarak Panigrahi, Tianyu Zhang, Aarash Feizi, Abhay Puri, Akshay Kalkunte, François Savard, Ahmed Masry, Shravan Nayak, Rabiul Awal, Mahsa Massoud, Amirhossein Abaskohi, Zichao Li, Suyuchen Wang, Pierre-André Noël, Mats Leon Richter, Saverio Vadacchino, Shubbam Agarwal, Sanket Biswas, Sara Shanian, Ying Zhang, Noah Bolger, Kurt MacDonald, Simon Fauvel, Sathwik Tejaswi, Srinivas Sunkara, João Monteiro, Krishnamurthy Dj Dvijotham, Torsten Scholak, Nicolas Chapados, Sepideh Kharagani, Sean Hughes, M. Tamer Özsu, Siva Reddy, Marco Pedersoli, Yoshua Bengio, Christopher Pal, Issam H. Laradji, Spandana Gella, Perouz Taslakian, David Vázquez, Sai Rajeswar
2024	A*	`conf`	Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection. NeurIPS Charles Guille-Escuret, Pierre-André Noël, Ioannis Mitliagkas, David Vázquez, João Monteiro
2024	J	`jnl`	Exploring validation metrics for offline model-based optimisation with diffusion models. Trans. Mach. Learn. Res. Christopher Beckham, Alexandre Piché, David Vázquez, Christopher Pal
2024	J	`jnl`	InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation. CoRR Gaurav Sahu, Abhay Puri, Juan A. Rodríguez, Alexandre Drouin, Perouz Taslakian, Valentina Zantedeschi, Alexandre Lacoste, David Vázquez, Nicolas Chapados, Christopher Pal, Sai Rajeswar, Issam Hadj Laradji
2024	J	`jnl`	IntentGPT: Few-shot Intent Discovery with Large Language Models. CoRR Juan A. Rodríguez, Nicholas Botzer, David Vázquez, Christopher Pal, Marco Pedersoli, Issam H. Laradji
2024	A*	`conf`	RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content. NeurIPS João Monteiro, Pierre-André Noël, Étienne Marcotte, Sai Rajeswar Mudumba, Valentina Zantedeschi, David Vázquez, Nicolas Chapados, Chris Pal, Perouz Taslakian
2024	J	`jnl`	RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content. CoRR João Monteiro, Pierre-André Noël, Étienne Marcotte, Sai Rajeswar, Valentina Zantedeschi, David Vázquez, Nicolas Chapados, Christopher Pal, Perouz Taslakian
2024	J	`jnl`	WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks? CoRR 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
2024	A*	`conf`	WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks? ICML Alexandre Drouin, Maxime Gasse, Massimo Caccia, Issam H. Laradji, Manuel Del Verme, Tom Marty, David Vázquez, Nicolas Chapados, Alexandre Lacoste
2024	—	`conf`	XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference. EMNLP (Findings) João Monteiro, Étienne Marcotte, Pierre-André Noël, Valentina Zantedeschi, David Vázquez, Nicolas Chapados, Christopher Pal, Perouz Taslakian
2024	J	`jnl`	XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference. CoRR João Monteiro, Étienne Marcotte, Pierre-André Noël, Valentina Zantedeschi, David Vázquez, Nicolas Chapados, Christopher Pal, Perouz Taslakian
2023	J	`jnl`	A Survey of Self-Supervised and Few-Shot Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. Gabriel Huang, Issam H. Laradji, David Vázquez, Simon Lacoste-Julien, Pau Rodríguez
2023	J	`jnl`	Automatic Data Augmentation Learning using Bilevel Optimization for Histopathological Images. CoRR Saypraseuth Mounsaveng, Issam H. Laradji, David Vázquez, Marco Pedersoli, Ismail Ben Ayed
2023	A*	`conf`	CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning. NeurIPS Charles Guille-Escuret, Pau Rodríguez, David Vázquez, Ioannis Mitliagkas, João Monteiro
2023	J	`jnl`	Capture the Flag: Uncovering Data Insights with Large Language Models. CoRR Issam H. Laradji, Perouz Taslakian, Sai Rajeswar, Valentina Zantedeschi, Alexandre Lacoste, Nicolas Chapados, David Vázquez, Christopher Pal, Alexandre Drouin
2023	A*	`conf`	Constraining Representations Yields Models That Know What They Don't Know. ICLR João Monteiro, Pau Rodríguez, Pierre-André Noël, Issam H. Laradji, David Vázquez
2023	J	`jnl`	Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection. CoRR Charles Guille-Escuret, Pierre-André Noël, Ioannis Mitliagkas, David Vázquez, João Monteiro
2023	—	`conf`	FigGen: Text to Scientific Figure Generation. Tiny Papers @ ICLR Juan A. Rodríguez, David Vázquez, Issam H. Laradji, Marco Pedersoli, Pau Rodríguez
2023	J	`jnl`	FigGen: Text to Scientific Figure Generation. CoRR Juan A. Rodríguez, David Vázquez, Issam H. Laradji, Marco Pedersoli, Pau Rodríguez
2023	A*	`conf`	Flaky Performances When Pretraining on Relational Databases (Student Abstract). AAAI Shengchao Liu, David Vázquez, Jian Tang, Pierre-André Noël
2023	A*	`conf`	GEO-Bench: Toward Foundation Models for Earth Monitoring. NeurIPS 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 J. Newman, Yoshua Bengio, Stefano Ermon, Xiaoxiang Zhu
2023	J	`jnl`	GEO-Bench: Toward Foundation Models for Earth Monitoring. CoRR 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 J. Newman, Yoshua Bengio, Stefano Ermon, Xiao Xiang Zhu
2023	A*	`conf`	Group Robust Classification Without Any Group Information. NeurIPS Christos Tsirigotis, João Monteiro, Pau Rodríguez, David Vázquez, Aaron C. Courville
2023	J	`jnl`	Group Robust Classification Without Any Group Information. CoRR Christos Tsirigotis, João Monteiro, Pau Rodríguez, David Vázquez, Aaron C. Courville
2023	J	`jnl`	Improving Generalization in Task-oriented Dialogues with Workflows and Action Plans. CoRR Stefania Raimondo, Christopher Pal, Xiaotian Liu, David Vázquez, Héctor Palacios
2023	J	`jnl`	Knowledge Hypergraph Embedding Meets Relational Algebra. J. Mach. Learn. Res. Bahare Fatemi, Perouz Taslakian, David Vázquez, David Poole
2023	J	`jnl`	Long-Context Language Decision Transformers and Exponential Tilt for Interactive Text Environments. CoRR Nicolas Gontier, Pau Rodríguez, Issam H. Laradji, David Vázquez, Christopher Pal
2023	J	`jnl`	OC-NMN: Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning. CoRR Rim Assouel, Pau Rodríguez, Perouz Taslakian, David Vázquez, Yoshua Bengio
2023	A	`conf`	OCR-VQGAN: Taming Text-within-Image Generation. WACV Juan A. Rodríguez, David Vázquez, Issam H. Laradji, Marco Pedersoli, Pau Rodríguez
2023	J	`jnl`	StarVector: Generating Scalable Vector Graphics Code from Images. CoRR Juan A. Rodríguez, Shubham Agarwal, Issam H. Laradji, Pau Rodríguez, David Vázquez, Christopher Pal, Marco Pedersoli
2023	J	`jnl`	Workflow Discovery from Dialogues in the Low Data Regime. Trans. Mach. Learn. Res. Amine El Hattami, Issam H. Laradji, Stefania Raimondo, David Vázquez, Pau Rodríguez, Christopher Pal
2022	J	`jnl`	3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding. CoRR Lorenzo Pellegrini, Chenchen Zhu, Fanyi Xiao, Zhicheng Yan, Antonio Carta, Matthias De Lange, Vincenzo Lomonaco, Roshan Sumbaly, Pau Rodríguez, David Vázquez
2022	J	`jnl`	CADet: Fully Self-Supervised Anomaly Detection With Contrastive Learning. CoRR Charles Guille-Escuret, Pau Rodríguez, David Vázquez, Ioannis Mitliagkas, João Monteiro
2022	J	`jnl`	CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions. Artif. Intell. 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
2022	J	`jnl`	Challenges in leveraging GANs for few-shot data augmentation. CoRR Christopher Beckham, Issam H. Laradji, Pau Rodríguez, David Vázquez, Derek Nowrouzezahrai, Christopher J. Pal
2022	A	`conf`	Consistency-CAM: Towards Improved Weakly Supervised Semantic Segmentation. BMVC Sai Rajeswar, Issam Hadj Laradji, Pau Rodríguez, David Vázquez, Aaron C. Courville
2022	J	`jnl`	Constraining Representations Yields Models That Know What They Don't Know. CoRR João Monteiro, Pau Rodríguez, Pierre-André Noël, Issam H. Laradji, David Vázquez
2022	—	`conf`	Data Augmentation for Intent Classification with Off-the-shelf Large Language Models. ConvAI@ACL Gaurav Sahu, Pau Rodríguez, Issam H. Laradji, Parmida Atighehchian, David Vázquez, Dzmitry Bahdanau
2022	J	`jnl`	Data Augmentation for Intent Classification with Off-the-shelf Large Language Models. CoRR Gaurav Sahu, Pau Rodríguez, Issam H. Laradji, Parmida Atighehchian, David Vázquez, Dzmitry Bahdanau
2022	J	`jnl`	Flaky Performances when Pretraining on Relational Databases. CoRR Shengchao Liu, David Vázquez, Jian Tang, Pierre-André Noël
2022	J	`jnl`	Implicit Offline Reinforcement Learning via Supervised Learning. CoRR Alexandre Piché, Rafael Pardinas, David Vázquez, Igor Mordatch, Chris Pal
2022	A*	`conf`	Multi-label Iterated Learning for Image Classification with Label Ambiguity. CVPR Sai Rajeswar, Pau Rodríguez, Soumye Singhal, David Vázquez, Aaron C. Courville
2022	J	`jnl`	OCR-VQGAN: Taming Text-within-Image Generation. CoRR Juan A. Rodríguez, David Vázquez, Issam H. Laradji, Marco Pedersoli, Pau Rodríguez
2022	—	`conf`	Overcoming challenges in leveraging GANs for few-shot data augmentation. CoLLAs Christopher Beckham, Issam H. Laradji, Pau Rodríguez, David Vázquez, Derek Nowrouzezahrai, Christopher Pal
2022	J	`jnl`	Towards good validation metrics for generative models in offline model-based optimisation. CoRR Christopher Beckham, Alexandre Piché, David Vázquez, Christopher Pal
2022	J	`jnl`	Using Graph Algorithms to Pretrain Graph Completion Transformers. CoRR Jonathan Pilault, Michael Galkin, Bahare Fatemi, Perouz Taslakian, David Vázquez, Christopher Pal
2022	J	`jnl`	Workflow Discovery from Dialogues in the Low Data Regime. CoRR Amine El Hattami, Stefania Raimondo, Issam H. Laradji, David Vázquez, Pau Rodríguez, Chris Pal
2021	J	`jnl`	3D Perception With Slanted Stixels on GPU. IEEE Trans. Parallel Distributed Syst. Daniel Hernández Juárez, Antonio Espinosa, David Vázquez, Antonio M. López, Juan C. Moure
2021	J	`jnl`	A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images. CoRR Alzayat Saleh, Issam H. Laradji, Corey Lammie, David Vázquez, Carol A. Flavell, Mostafa Rahimi Azghadi
2021	J	`jnl`	A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images. IEEE J. Biomed. Health Informatics Alzayat Saleh, Issam H. Laradji, Corey Lammie, David Vázquez, Carol A. Flavell, Mostafa Rahimi Azghadi
2021	J	`jnl`	A Survey of Self-Supervised and Few-Shot Object Detection. CoRR Gabriel Huang, Issam H. Laradji, David Vázquez, Simon Lacoste-Julien, Pau Rodríguez
2021	A	`conf`	A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images. WACV Issam H. Laradji, Pau Rodríguez, Oscar Mañas, Keegan Lensink, Marco Law, Lironne Kurzman, William Parker, David Vázquez, Derek Nowrouzezahrai
2021	A*	`conf`	Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations. ICCV Pau Rodríguez, Massimo Caccia, Alexandre Lacoste, Lee Zamparo, Issam H. Laradji, Laurent Charlin, David Vázquez
2021	J	`jnl`	Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations. CoRR Pau Rodríguez, Massimo Caccia, Alexandre Lacoste, Lee Zamparo, Issam H. Laradji, Laurent Charlin, David Vázquez
2021	Misc	`conf`	Haptics-based Curiosity for Sparse-reward Tasks. CoRL Sai Rajeswar, Cyril Ibrahim, Nitin Surya, Florian Golemo, David Vázquez, Aaron C. Courville, Pedro O. Pinheiro
2021	J	`jnl`	Knowledge Hypergraph Embedding Meets Relational Algebra. CoRR Bahare Fatemi, Perouz Taslakian, David Vázquez, David Poole
2021	A	`conf`	Learning Data Augmentation with Online Bilevel Optimization for Image Classification. WACV Saypraseuth Mounsaveng, Issam H. Laradji, Ismail Ben Ayed, David Vázquez, Marco Pedersoli
2021	J	`jnl`	Multi-label Iterated Learning for Image Classification with Label Ambiguity. CoRR Sai Rajeswar, Pau Rodríguez, Soumye Singhal, David Vázquez, Aaron C. Courville
2021	—	`conf`	SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction. ICCVW Issam H. Laradji, Pau Rodríguez, David Vázquez, Derek Nowrouzezahrai
2021	J	`jnl`	SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction. CoRR Issam H. Laradji, Pau Rodríguez, David Vázquez, Derek Nowrouzezahrai
2021	A*	`conf`	Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data. ICCV Oscar Mañas, Alexandre Lacoste, Xavier Giró-i-Nieto, David Vázquez, Pau Rodríguez
2021	J	`jnl`	Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data. CoRR Oscar Mañas, Alexandre Lacoste, Xavier Giró-i-Nieto, David Vázquez, Pau Rodríguez
2021	J	`jnl`	Touch-based Curiosity for Sparse-Reward Tasks. CoRR Sai Rajeswar, Cyril Ibrahim, Nitin Surya, Florian Golemo, David Vázquez, Aaron C. Courville, Pedro O. Pinheiro
2021	J	`jnl`	Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark. CoRR 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
2020	J	`jnl`	A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis. CoRR Alzayat Saleh, Issam H. Laradji, Dmitry A. Konovalov, Michael Bradley, David Vázquez, Marcus Sheaves
2020	J	`jnl`	A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images. CoRR Issam H. Laradji, Pau Rodríguez, Oscar Mañas, Keegan Lensink, Marco Law, Lironne Kurzman, William Parker, David Vázquez, Derek Nowrouzezahrai
2020	J	`jnl`	A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images. CoRR Issam H. Laradji, Pau Rodríguez, Frederic Branchaud-Charron, Keegan Lensink, Parmida Atighehchian, William Parker, David Vázquez, Derek Nowrouzezahrai
2020	J	`jnl`	Affinity LCFCN: Learning to Segment Fish with Weak Supervision. CoRR Issam H. Laradji, Alzayat Saleh, Pau Rodríguez, Derek Nowrouzezahrai, Mostafa Rahimi Azghadi, David Vázquez
2020	J	`jnl`	CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions. CoRR 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
2020	J	`jnl`	Counting Cows: Tracking Illegal Cattle Ranching From High-Resolution Satellite Imagery. CoRR Issam H. Laradji, Pau Rodríguez, Freddie Kalaitzis, David Vázquez, Ross Young, Ed Davey, Alexandre Lacoste
2020	J	`jnl`	Generating virtual images for promoting visual artificial intelligence. Neurocomputing Kunfeng Wang, Fei-Yue Wang, Visvanathan Ramesh, Ashish Shrivastava, David Vázquez, Fuxin Li
2020	A*	`conf`	Knowledge Hypergraphs: Prediction Beyond Binary Relations. IJCAI Bahare Fatemi, Perouz Taslakian, David Vázquez, David Poole
2020	J	`jnl`	LOOC: Localize Overlapping Objects with Count Supervision. CoRR Issam H. Laradji, Rafael Pardinas, Pau Rodríguez, David Vázquez
2020	J	`jnl`	Learning Data Augmentation with Online Bilevel Optimization for Image Classification. CoRR Saypraseuth Mounsaveng, Issam H. Laradji, Ismail Ben Ayed, David Vázquez, Marco Pedersoli
2020	B	`conf`	Looc: Localize Overlapping Objects with Count Supervision. ICIP Issam H. Laradji, Rafael Pardinas, Pau Rodríguez, David Vázquez
2020	A*	`conf`	Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning. NeurIPS Massimo Caccia, Pau Rodríguez, Oleksiy Ostapenko, Fabrice Normandin, Min Lin, Lucas Page-Caccia, Issam Hadj Laradji, Irina Rish, Alexandre Lacoste, David Vázquez, Laurent Charlin
2020	J	`jnl`	Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning. CoRR Massimo Caccia, Pau Rodríguez, Oleksiy Ostapenko, Fabrice Normandin, Min Lin, Lucas Caccia, Issam H. Laradji, Irina Rish, Alexandre Lacoste, David Vázquez, Laurent Charlin
2020	J	`jnl`	Pix2Shape - Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation. CoRR Sai Rajeswar, Fahim Mannan, Florian Golemo, Jérôme Parent-Lévesque, David Vázquez, Derek Nowrouzezahrai, Aaron C. Courville
2020	J	`jnl`	Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images Using a View-Based Representation. Int. J. Comput. Vis. Sai Rajeswar, Fahim Mannan, Florian Golemo, Jérôme Parent-Lévesque, David Vázquez, Derek Nowrouzezahrai, Aaron C. Courville
2020	B	`conf`	Proposal-Based Instance Segmentation With Point Supervision. ICIP Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark Schmidt
2020	A*	`conf`	Synbols: Probing Learning Algorithms with Synthetic Datasets. NeurIPS Alexandre Lacoste, Pau Rodríguez López, Frederic Branchaud-Charron, Parmida Atighehchian, Massimo Caccia, Issam Hadj Laradji, Alexandre Drouin, Matt Craddock, Laurent Charlin, David Vázquez
2020	J	`jnl`	Synbols: Probing Learning Algorithms with Synthetic Datasets. CoRR Alexandre Lacoste, Pau Rodríguez, Frédéric Branchaud-Charron, Parmida Atighehchian, Massimo Caccia, Issam H. Laradji, Alexandre Drouin, Matt Craddock, Laurent Charlin, David Vázquez
2019	J	`jnl`	Adversarial Learning of General Transformations for Data Augmentation. CoRR Saypraseuth Mounsaveng, David Vázquez, Ismail Ben Ayed, Marco Pedersoli
2019	—	`conf`	Class-Based Styling: Real-Time Localized Style Transfer with Semantic Segmentation. ICCV Workshops Lironne Kurzman, David Vázquez, Issam H. Laradji
2019	J	`jnl`	Class-Based Styling: Real-time Localized Style Transfer with Semantic Segmentation. CoRR Lironne Kurzman, David Vázquez, Issam H. Laradji
2019	A*	`conf`	Context-Aware Visual Compatibility Prediction. CVPR Guillem Cucurull, Perouz Taslakian, David Vázquez
2019	J	`jnl`	Context-Aware Visual Compatibility Prediction. CoRR Guillem Cucurull, Perouz Taslakian, David Vázquez
2019	—	`conf`	Fourier-CPPNs for Image Synthesis. ICCV Workshops Mattie Tesfaldet, Xavier Snelgrove, David Vázquez
2019	J	`jnl`	Fourier-CPPNs for Image Synthesis. CoRR Mattie Tesfaldet, Xavier Snelgrove, David Vázquez
2019	J	`jnl`	Instance Segmentation with Point Supervision. CoRR Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark Schmidt
2019	J	`jnl`	Knowledge Hypergraphs: Extending Knowledge Graphs Beyond Binary Relations. CoRR Bahare Fatemi, Perouz Taslakian, David Vázquez, David Poole
2019	—	`conf`	Learning to Remove Rain in Traffic Surveillance by using Synthetic Data. VISIGRAPP (4: VISAPP) Chris H. Bahnsen, David Vázquez, Antonio M. López, Thomas B. Moeslund
2019	J	`jnl`	Slanted Stixels: A Way to Represent Steep Streets. Int. J. Comput. Vis. Daniel Hernández Juárez, Lukas Schneider, Pau Cebrian, Antonio Espinosa, David Vázquez, Antonio M. López, Uwe Franke, Marc Pollefeys, Juan C. Moure
2019	J	`jnl`	Slanted Stixels: A way to represent steep streets. CoRR Daniel Hernández Juárez, Lukas Schneider, Pau Cebrian, Antonio Espinosa, David Vázquez, Antonio M. López, Uwe Franke, Marc Pollefeys, Juan C. Moure
2019	A	`conf`	Where are the Masks: Instance Segmentation with Image-level Supervision. BMVC Issam H. Laradji, David Vázquez, Mark Schmidt
2019	J	`jnl`	Where are the Masks: Instance Segmentation with Image-level Supervision. CoRR Issam H. Laradji, David Vázquez, Mark Schmidt
2018	—	`conf`	Where Are the Blobs: Counting by Localization with Point Supervision. ECCV (2) Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark Schmidt
2018	J	`jnl`	Where are the Blobs: Counting by Localization with Point Supervision. CoRR Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark Schmidt
2017	J	`jnl`	Comparison of two non-linear model-based control strategies for autonomous vehicles. CoRR Eugenio Alcalá, Laura Sellart, Vicenç Puig, Joseba Quevedo, Jordi Saludes, David Vázquez, Antonio M. López
2017	—	`ch.`	From Virtual to Real World Visual Perception Using Domain Adaptation - The DPM as Example. Domain Adaptation in Computer Vision Applications Antonio M. López, Jiaolong Xu, Jose Luis Gómez, David Vázquez, Germán Ros
2017	A	`conf`	GPU-Accelerated Real-Time Stixel Computation. WACV Daniel Hernández Juárez, Antonio Espinosa, Juan C. Moure, David Vázquez, Antonio Manuel López Peña
2017	J	`jnl`	On-Board Detection of Pedestrian Intentions. Sensors Zhijie Fang, David Vázquez, Antonio M. López
2017	J	`jnl`	On-Board Object Detection: Multicue, Multimodal, and Multiview Random Forest of Local Experts. IEEE Trans. Cybern. Alejandro González, David Vázquez, Antonio M. López, Jaume Amores
2017	—	`conf`	PixelVAE: A Latent Variable Model for Natural Images. ICLR (Poster) Ishaan Gulrajani, Kundan Kumar, Faruk Ahmed, Adrien Ali Taïga, Francesco Visin, David Vázquez, Aaron C. Courville
2017	—	`ch.`	Semantic Segmentation of Urban Scenes via Domain Adaptation of SYNTHIA. Domain Adaptation in Computer Vision Applications Germán Ros, Laura Sellart, Gabriel Villalonga, Elias Maidanik, Francisco Molero, Marc Garcia, Adriana Cedeño, Francisco Perez, Didier Ramirez, Eduardo Escobar, Jose Luis Gómez, David Vázquez, Antonio M. López
2017	A	`conf`	Slanted Stixels: Representing San Francisco's Steepest Streets. BMVC Daniel Hernández Juárez, Lukas Schneider, Antonio Espinosa, Juan C. Moure, David Vázquez, Antonio M. López, Uwe Franke, Marc Pollefeys
2017	J	`jnl`	Slanted Stixels: Representing San Francisco's Steepest Streets. CoRR Daniel Hernández Juárez, Lukas Schneider, Antonio Espinosa, David Vázquez, Antonio M. López, Uwe Franke, Marc Pollefeys, Juan C. Moure
2017	—	`conf`	The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation. CVPR Workshops Simon Jégou, Michal Drozdzal, David Vázquez, Adriana Romero, Yoshua Bengio
2017	J	`jnl`	Training my car to see using virtual worlds. Image Vis. Comput. Antonio M. López, Gabriel Villalonga, Laura Sellart, Germán Ros, David Vázquez, Jiaolong Xu, Javier Marín, Azadeh Sadat Mozafari
2016	J	`jnl`	A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images. CoRR David Vázquez, Jorge Bernal, Francisco Javier Sánchez, Gloria Fernández-Esparrach, Antonio M. López, Adriana Romero, Michal Drozdzal, Aaron C. Courville
2016	—	`conf`	Comparison of two non-linear model-based control strategies for autonomous vehicles. MED Eugenio Alcalá, Laura Sellart, Vicenç Puig, Joseba Quevedo, Jordi Saludes, David Vázquez, Antonio M. López
2016	Misc	`conf`	Embedded Real-time Stereo Estimation via Semi-Global Matching on the GPU. ICCS Daniel Hernández Juárez, Alejandro Chacón, Antonio Espinosa, David Vázquez, Juan Carlos Moure, Antonio M. López
2016	J	`jnl`	Embedded real-time stereo estimation via Semi-Global Matching on the GPU. CoRR Daniel Hernández Juárez, Alejandro Chacón, Antonio Espinosa, David Vázquez, Juan Carlos Moure, Antonio Manuel López Peña
2016	J	`jnl`	From Virtual to Real World Visual Perception using Domain Adaptation - The DPM as Example. CoRR Antonio M. López, Jiaolong Xu, Jose Luis Gómez, David Vázquez, Germán Ros
2016	J	`jnl`	GPU-accelerated real-time stixel computation. CoRR Daniel Hernández Juárez, Antonio Espinosa, David Vázquez, Antonio Manuel López Peña, Juan Carlos Moure
2016	Misc	`conf`	GPU-based Pedestrian Detection for Autonomous Driving. ICCS Victor Campmany, Sergio Silva, Antonio Espinosa, Juan Carlos Moure, David Vázquez, Antonio M. López
2016	J	`jnl`	GPU-based Pedestrian Detection for Autonomous Driving. CoRR Victor Campmany, Sergio Silva, Antonio Espinosa, Juan Carlos Moure, David Vázquez, Antonio M. López
2016	J	`jnl`	Hierarchical Adaptive Structural SVM for Domain Adaptation. Int. J. Comput. Vis. Jiaolong Xu, Sebastian Ramos, David Vázquez, Antonio M. López
2016	A*	`conf`	Hierarchical online domain adaptation of deformable part-based models. ICRA Jiaolong Xu, David Vázquez, Krystian Mikolajczyk, Antonio M. López
2016	J	`jnl`	Node-Adapt, Path-Adapt and Tree-Adapt: Model-Transfer Domain Adaptation for Random Forest. CoRR Azadeh Sadat Mozafari, David Vázquez, Mansour Jamzad, Antonio M. López
2016	J	`jnl`	Pedestrian Detection at Day/Night Time with Visible and FIR Cameras: A Comparison. Sensors Alejandro González, Zhijie Fang, Yainuvis Socarrás Salas, Joan Serrat, David Vázquez, Jiaolong Xu, Antonio M. López
2016	J	`jnl`	PixelVAE: A Latent Variable Model for Natural Images. CoRR Ishaan Gulrajani, Kundan Kumar, Faruk Ahmed, Adrien Ali Taïga, Francesco Visin, David Vázquez, Aaron C. Courville
2016	J	`jnl`	The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation. CoRR Simon Jégou, Michal Drozdzal, David Vázquez, Adriana Romero, Yoshua Bengio
2016	A*	`conf`	The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes. CVPR Germán Ros, Laura Sellart, Joanna Materzynska, David Vázquez, Antonio M. López
2015	Misc	`conf`	3D-Guided Multiscale Sliding Window for Pedestrian Detection. IbPRIA Alejandro González, Gabriel Villalonga, Germán Ros, David Vázquez, Antonio M. López
2015	B	`conf`	Multiview random forest of local experts combining RGB and LIDAR data for pedestrian detection. Intelligent Vehicles Symposium Alejandro González, Gabriel Villalonga, Jiaolong Xu, David Vázquez, Jaume Amores, Antonio M. López
2015	Misc	`conf`	Spatiotemporal Stacked Sequential Learning for Pedestrian Detection. IbPRIA Alejandro González, David Vázquez, Sebastian Ramos, Antonio M. López, Jaume Amores
2015	A	`conf`	Vision-Based Offline-Online Perception Paradigm for Autonomous Driving. WACV Germán Ros, Sebastian Ramos, Manuel Granados, Amir Bakhtiary, David Vázquez, Antonio Manuel López Peña
2014	B	`conf`	Cost-Sensitive Structured SVM for Multi-category Domain Adaptation. ICPR Jiaolong Xu, Sebastian Ramos, David Vázquez, Antonio Manuel López Peña
2014	J	`jnl`	Domain Adaptation of Deformable Part-Based Models. IEEE Trans. Pattern Anal. Mach. Intell. Jiaolong Xu, Sebastian Ramos, David Vázquez, Antonio Manuel López Peña
2014	J	`jnl`	Hierarchical Adaptive Structural SVM for Domain Adaptation. CoRR Jiaolong Xu, Sebastian Ramos, David Vázquez, Antonio M. López
2014	A	`conf`	Incremental Domain Adaptation of Deformable Part-based Models. BMVC Jiaolong Xu, Sebastian Ramos, David Vázquez, Antonio M. López
2014	J	`jnl`	Learning a Part-Based Pedestrian Detector in a Virtual World. IEEE Trans. Intell. Transp. Syst. Jiaolong Xu, David Vázquez, Antonio Manuel López Peña, Javier Marín, Daniel Ponsa
2014	J	`jnl`	Occlusion Handling via Random Subspace Classifiers for Human Detection. IEEE Trans. Cybern. Javier Marín, David Vázquez, Antonio M. López, Jaume Amores, Ludmila I. Kuncheva
2014	J	`jnl`	Spatiotemporal Stacked Sequential Learning for Pedestrian Detection. CoRR Alejandro González, Sebastian Ramos, David Vázquez, Antonio M. López, Jaume Amores
2014	J	`jnl`	Virtual and Real World Adaptationfor Pedestrian Detection. IEEE Trans. Pattern Anal. Mach. Intell. David Vázquez, Antonio Manuel López Peña, Javier Marín, Daniel Ponsa, David Gerónimo Gómez
2013	—	`conf`	Adapting a Pedestrian Detector by Boosting LDA Exemplar Classifiers. CVPR Workshops Jiaolong Xu, David Vázquez, Sebastian Ramos, Antonio M. López, Daniel Ponsa
2013	—	`ch.`	Interactive Training of Human Detectors. Multimodal Interaction in Image and Video Applications David Vázquez, Antonio M. López, Daniel Ponsa, David Gerónimo
2013	B	`conf`	Learning a multiview part-based model in virtual world for pedestrian detection. Intelligent Vehicles Symposium Jiaolong Xu, David Vázquez, Antonio M. López, Javier Marín, Daniel Ponsa
2013	A*	`conf`	Random Forests of Local Experts for Pedestrian Detection. ICCV Javier Marín, David Vázquez, Antonio M. López, Jaume Amores, Bastian Leibe
2013	—	`conf`	Weakly Supervised Automatic Annotation of Pedestrian Bounding Boxes. CVPR Workshops David Vázquez, Jiaolong Xu, Sebastian Ramos, Antonio M. López, Daniel Ponsa
2012	B	`conf`	Unsupervised domain adaptation of virtual and real worlds for pedestrian detection. ICPR David Vázquez, Antonio M. López, Daniel Ponsa
2011	—	`conf`	Color Contribution to Part-Based Person Detection in Different Types of Scenarios. CAIP (2) Rao Muhammad Anwer, David Vázquez, Antonio M. López
2011	Misc	`conf`	Opponent Colors for Human Detection. IbPRIA Rao Muhammad Anwer, David Vázquez, Antonio M. López
2011	B	`conf`	Virtual worlds and active learning for human detection. ICMI David Vázquez, Antonio M. López, Daniel Ponsa, Javier Marín
2010	A*	`conf`	Learning appearance in virtual scenarios for pedestrian detection. CVPR Javier Marín, David Vázquez, David Gerónimo, Antonio M. López