Documents publiés en "2025"

Ahmadi, S., Awal, R., Sikarwar, A., Kazemnejad, A., Luo, G. Y., Rodriguez, J., Rajeswar Mudumba, S., Reddy, S., Pal, C. J., Krojer, B., & Agrawal, A. (décembre 2025). The Promise of RL for Autoregressive Image Editing [Communication écrite]. 39th Conference on Neural Information Processing Systems (NeurIPS 2025), San Diego, CA, USA. Publié dans Advances in Neural Information Processing Systems, 38. Lien externe

Awal, R., Massoud, M., Feizi, A., Li, Z., Wang, S., Pal, C. J., Agrawal, A., Vazquez, D., Reddy, S., Rodriguez, J. A., Taslakian, P., Gella, S., & Rajeswar, S. (novembre 2025). WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation [Communication écrite]. Conference on Empirical Methods in Natural Language Processing (EMNLP 2025), Suzhou, China. Lien externe

Emezue, C., NaijaVoices Community, Awobade, B., Owodunni, A. T., Emezue, H., Emezue, G. M. T., Emezue, N. N., Ogun, S., Akinremi, B., Adelani, D. I., & Pal, C. J. (août 2025). The NaijaVoices Dataset: Cultivating Large-Scale, High-Quality, Culturally-Rich Speech Data for African Languages [Communication écrite]. Interspeech 2025, Rotterdam, The Netherlands. Lien externe

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

Lim, J. H., Kovachki, N. B., Baptista, R., Beckham, C., Azizzadenesheli, K., Kossaifi, J., Voleti, V., Song, J., Kreis, K., Kautz, J., Pal, C. J., Vahdat, A., & Anandkumar, A. (2025). Score-Based Diffusion Models in Function Space. Journal of Machine Learning Research, 26(158), 1-62. Lien externe

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

Masry, A., Rodriguez, J., Zhang, T., Wang, S., Wang, C., Feizi, A., Kalkunte Suresh, A., Puri, A., Jian, X., Noël, P.-A., Tejaswi Madhusudhan, S., Pedersoli, M., Liu, B., Chapados, N., Bengio, Y., Hoque, E., Pal, C. J., Laradji, I., Vázquez, D., ... Rajeswar Mudumba, S. (décembre 2025). AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding [Communication écrite]. 39th Conference on Neural Information Processing Systems (NeurIPS 2025), San Diego, CA, USA. Publié dans Advances in Neural Information Processing Systems, 38. Lien externe

Nayak, S., Jian, X., Lin, K. Q., Rodriguez, J. A., Kalsi, M., Chapados, N., Özsu, M. T., Agrawal, A., Vazquez, D., Pal, C. J., Taslakian, P., Gella, S., & Rajeswar, S. (février 2025). UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction [Communication écrite]. 42nd International Conference on Machine Learning (PMLR 2025), Vancouver, BC, Canada. 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

Rodriguez, J., Zhang, H., Puri, A., Pramanik, R., Feizi, A., Wichmann, P., Mondal, A., Reza Samsami, M., Awal, R., Taslakian, P., Gella, S., Rajeswar, S., Vázquez, D., Pal, C. J., & Pedersoli, M. (décembre 2025). Rendering-Aware Reinforcement Learning for Vector Graphics Generation [Communication écrite]. 39th Conference on Neural Information Processing Systems (NeurIPS 2025), San Diego, CA, USA. 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