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CogniLoad: A Synthetic Natural Language Reasoning Benchmark With Tunable Length, Intrinsic Difficulty, and Distractor Density International Conference on Learning Representations (ICLR), (ISSN 0277-5778 ), doi: https://doi.org/https://openreview.net/forum?id=0Sex2H5Jnn , 2026. Scientific article
SuperCM: Improving semi-supervised learning and domain adaptation through differentiable clustering Pattern Recognition, vol. 171, pp. 112117 112117 , (ISSN 0031-3203 1873-5142 ), doi: https://doi.org/10.1016/j.patcog.2025.112117 , 2025. Scientific article
ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval Association for Computational Linguistics (ACL). Annual Meeting Conference Proceedings, (ISSN 0736-587X ), doi: https://doi.org/10.18653/v1/2025.findings-emnlp.28 , 2025. Scientific article
Multi-decadal streamflow projections for catchments in Brazil based on CMIP6 multi-model simulations and neural network embeddings for linear regression models Hydrology and Earth System Sciences (HESS), vol. 29, pp. 5099 5119 , (ISSN 1027-5606 1607-7938 ), doi: https://doi.org/10.5194/hess-29-5099-2025 , 2025. Scientific article
The sensitivity of fish quota settings to fixed assumptions on natural mortality and maturity-at-age ICES Journal of Marine Science, vol. 82, (ISSN 1054-3139 1095-9289 ), doi: https://doi.org/10.1093/icesjms/fsaf135 , 2025. Scientific article
Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning International Conference on Learning Representations (ICLR), (ISSN 0277-5778 ), doi: https://doi.org/https://openreview.net/forum?id=fVJEWdwvLO , 2026. Scientific article