Publications

Gaurav Sahu, Abhay Puri, Juan Rodriguez, Amirhossein Abaskohi, Mohammad Chegini, Alexandre Drouin, Perouz Taslakian, Valentina Zantedeschi, Alexandre Lacoste, David Vázquez, Others (2024). InsightBench: Evaluating Business Analytics Agents through Multi-Step Insight Generation. International Conference on Learning Representations (ICLR).
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Christos Tsirigotis, Joao Monteiro, Pau Rodriguez, David Vázquez, Aaron C Courville (2024). Group Robust Classification without Any Group Information. Advances in Neural Information Processing Systems (NeurIPS).
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Alexandre Lacoste, Nils Lehmann, Pau Rodriguez, Evan Sherwin, Hannah Kerner, Björn Lütjens, Jeremy Irvin, David Dao, Hamed Alemohammad, Alexandre Drouin, Others (2024). GEO-Bench: Toward Foundation Models for Earth Monitoring. Advances in Neural Information Processing Systems (NeurIPS).
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Charles Guille-Escuret, Pau Rodriguez, David Vázquez, Ioannis Mitliagkas, Joao Monteiro (2024). CADet: Fully Self-Supervised Out-of-Distribution Detection with Contrastive Learning. Advances in Neural Information Processing Systems (NeurIPS).
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Marco D'Alessandro, Enrique Calabrés, Mikel Elkano, David Vázquez (2024). A Multimodal Class-Incremental Learning Benchmark for Classification Tasks. Workshop at Advances in Neural Information Processing Systems (NeurIPS).
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Nicholas Botzer, David Vázquez, Tim Weninger, Issam Laradji (2023). TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification. Conference on Empirical Methods in Natural Language Processing (EMNLP).
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Rim Assouel, Tom Marty, Massimo Caccia, Issam H Laradji, Alexandre Drouin, Sai Rajeswar, Hector Palacios, Quentin Cappart, David Vázquez, Nicolas Chapados, Others (2023). The Unsolved Challenges of LLMs as Generalist Web Agents: A Case Study. Workshop at Advances in Neural Information Processing Systems (NeurIPS).
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Juan a Rodriguez, David Vázquez, Issam Laradji, Marco Pedersoli, Pau Rodriguez (2023). OCR-VQGAN: Taming Text-within-Image Generation. Winter Conference on Applications of Computer Vision (WACV).
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Rim Assouel, Pau Rodriguez, Perouz Taslakian, David Vázquez, Yoshua Bengio (2023). OC-NMN: Object-Centric Compositional Neural Module Network for Generative Visual Analogical Reasoning. Workshop at International Conference on Machine Learning (ICML).
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Joao Monteiro, Torsten Scholak, Virendra Mehta, David Vázquez, Christopher Pal (2023). Multilingual Code Retrieval without Paired Data: New Datasets and Benchmarks. Workshop at International Conference on Learning Representations (ICLR).
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