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Fortier, M., Richter, M. L., Sonnentag, O., & Pal, C. J. (avril 2025). CarbonSense: A Multimodal Dataset and Baseline for Carbon Flux Modelling [Communication écrite]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. Lien externe
Izquierdo-Verdiguier, E., Moreno-Martínez, Á., Stoy, P., Sonnentag, O., Pal, C. J., Kang, Y., Keenan, T., Desai, A. R., Metzger, S., Xiao, J., Fortier, M., Bassiouni, M., Ranjbar, S., Bower, S., Hoffman, S., Losos, D., & Clinton, N. (avril 2025). BenchFlux: advancing nature-based climate solutions through scale-aware CO₂ flux benchmarks [Résumé]. EGU General Assembly 2025, Vienna, Austria (2 pages). Disponible
Luo, G. Y., Favero, G. M., Luo, Z. H., Jolicoeur-Martineau, A., & Pal, C. J. (avril 2025). Beyond FVD: An Enhanced Evaluation Metrics for Video Generation Distribution Quality [Communication écrite]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. Lien externe
Pernías, P., Rampas, D., Richter, M. L., Pal, C. J., & Aubreville, M. (mars 2025). Würstchen [Résumé]. Bildverarbeitung für die Medizin 2025 (BVM 2025), Regensburg, Germany. Publié dans Informatik aktuell. Lien externe
Rifat Arefin, M., Subbaraj, G., Gontier, N., LeCun, Y., Rish, I., Shwartz-Ziv, R., & Pal, C. J. (avril 2025). SEQ-VCR : preventing collapse in intermediate transformer representations for enhanced reasoning [Communication écrite]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. Lien externe
Rodríguez, J. A., Puri, A., Agarwal, S., Laradji, I., Rajeswar, S., Vázquez, D., Pal, C. J., & Pedersoli, M. (février 2025). StarVector: Generating Scalable Vector Graphics Code from Images and Text [Communication écrite]. 39th AAAI Conference on Artificial Intelligence, Philadelphia, PA, USA. Publié dans Proceedings of the AAAI Conference on Artificial Intelligence, 39(28). Lien externe
Rodríguez, J. A., Puri, A., Agarwal, S., Laradji, I., Rodríguez, P., Rajeswar, S., Vázquez, D., Pal, C. J., & Pedersoli, M. (juin 2025). StarVector: Generating Scalable Vector Graphics Code from Images and Text [Communication écrite]. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025), Nashville, TN, USA. Lien externe
Rodriguez, J., Jian, X., Panigrahi, S. S., Zhang, T., Feizi, A., Puri, A., Kalkunte, A., Savard, F., Masry, A., Nayak, S., Awal, R., Massoud, M., Abaskohi, A., Li, Z., Wang, S., Noel, P.-A., Richter, M. L., Vadacchino, S., Agarwal, S., ... Rajeswar, S. (avril 2025). BIGDOCS : an open dataset for training multimodal models on document and code tasks [Communication écrite]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. Lien externe
Rowe, L., Girgis, R., Gosselin, A., Paull, L., Pal, C. J., & Heide, F. (juin 2025). Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments [Communication écrite]. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025), Nashville, TN, USA. Lien externe
Sahu, G., Puri, A., Rodriguez, J. A., Abaskohi, A., Chegini, M., Drouin, A., Taslakian, P., Zantedeschi, V., Lacoste, A., Vazquez, D., Chapados, N., Pal, C. J., Rajeswar, S., & Laradji, I. (avril 2025). InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation [Communication écrite]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. Lien externe
Sharma, A., Dalmia, A., Kazemi, M., Zouaq, A., & Pal, C. J. (avril 2025). GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models [Communication écrite]. Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico. Lien externe
Weiss, M., Rahaman, N., & Pal, C. J. (mai 2025). MapBot: A Multi-Modal Agent for Geospatial Analysis [Communication écrite]. 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2025), Detroit, MI, USA. Lien externe
Witten, I. H., Hall, M. A., Foulds, J. R., Frank, E., & Pal, C. J. (2025). Data Mining. (5e éd.). Lien externe
Yuan, Y., Chen, C., Pal, C. J., & Liu, X. (avril 2025). ParetoFlow: guided flows in multi-objective optimization [Affiche]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. Lien externe
