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7668 Publications
2024 |
Published |
Conference Paper |
IST-REx-ID: 19005 |
Yao, Dingling, et al. “Marrying Causal Representation Learning with Dynamical Systems for Science.” 38th Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 19007 |
Kori, Avinash, et al. “Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention.” 38th Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
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| arXiv
2024 |
Draft |
Preprint |
IST-REx-ID: 19013 |
Glas, Jakob, and Matthew Hase-Liu. “Terminal Singularities of the Moduli Space of Curves on Low Degree Hypersurfaces and the Circle Method.” ArXiv, doi:10.48550/arXiv.2412.14923.
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 19028 |
Sakai, Hiroyuki, et al. “A Statistical Approach to Monte Carlo Denoising.” Proceedings - SIGGRAPH Asia 2024 Conference Papers, 68, Association for Computing Machinery, 2024, doi:10.1145/3680528.3687591.
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| WoS
2024 |
Published |
Journal Article |
IST-REx-ID: 19051 |
Browning, Timothy D. “The Polynomial Sieve and Equal Sums of like Polynomials.” International Mathematics Research Notices, vol. 2024, no. 13, Oxford University Press, 2024, pp. 10165–68, doi:10.1093/imrn/rnae066.
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| WoS
2024 |
Published |
Preprint |
IST-REx-ID: 19063 |
Zverev, Egor, et al. “Can LLMs Separate Instructions from Data? And What Do We Even Mean by That?” ArXiv, 2403.06833, 2024, doi:10.48550/arXiv.2403.06833.
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| arXiv
2024 |
Research Data Reference |
IST-REx-ID: 19307 |
Hwong, Yi-Ling, and Caroline J. Muller. Data - The Unreasonable Efficiency of Total Rain Evaporation Removal in Triggering Convective Self-Aggregation. Zenodo, 2024, doi:10.5281/ZENODO.10687169.
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2024 |
Published |
Journal Article |
IST-REx-ID: 19408 |
Verwimp, Eli, et al. “Continual Learning: Applications and the Road Forward.” Transactions on Machine Learning Research, vol. 2024, Transactions on Machine Learning Research, 2024.
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| arXiv
2024 |
Draft |
Preprint |
IST-REx-ID: 19425 |
Karle, Volker, et al. “Anomalous Multi-Gap Topological Phases in Periodically Driven Quantum Rotors.” ArXiv, 2408.16848, doi:10.48550/arXiv.2408.16848.
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| arXiv
2024 |
Published |
Journal Article |
IST-REx-ID: 19486 |
Chan, Stephanie. “The 3-Isogeny Selmer Groups of the Elliptic Curves Y2=x3+n2.” International Mathematics Research Notices, vol. 2024, no. 9, Oxford University Press, 2024, pp. 7571–93, doi:10.1093/imrn/rnad266.
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 19510 |
Modoranu, Ionut-Vlad, et al. “MICROADAM: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence.” 38th Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 19511 |
Ashkboos, Saleh, et al. “QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs.” 38th Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 19512 |
Andersson, Joel Daniel, et al. “Continual Counting with Gradual Privacy Expiration.” 38th Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 19515 |
Fumero, Marco, et al. “Latent Functional Maps: A Spectral Framework for Representation Alignment.” 38th Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 19517 |
Crisostomi, Donato, et al. “C2M3: Cycle-Consistent Multi-Model Merging.” 38th Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 19518 |
Wu, Diyuan, et al. “The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information.” 38th Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 19519 |
Malinovskii, Vladimir, et al. “PV-Tuning: Beyond Straight-through Estimation for Extreme LLM Compression.” 38th Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
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| arXiv
2024 |
Submitted |
Preprint |
IST-REx-ID: 19520 |
Vijatovic, David, et al. “Spinal Neuron Diversity Scales Exponentially with Swim-to-Limb Transformation during Frog Metamorphosis.” BioRxiv, doi:10.1101/2024.09.20.614050.
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2024 |
Draft |
Preprint |
IST-REx-ID: 19545 |
Cipolloni, Giorgio, et al. “Eigenstate Thermalisation at the Edge for Wigner Matrices.” ArXiv, doi:10.48550/arXiv.2309.05488.
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| arXiv
2024 |
Draft |
Preprint |
IST-REx-ID: 19547 |
Erdös, László, et al. “Cusp Universality for Correlated Random Matrices.” ArXiv, doi:10.48550/arXiv.2410.06813.
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| arXiv