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7146 Publications
2024 | Published | Conference Paper | IST-REx-ID: 19007 | 
Identifiable object-centric representation learning via probabilistic slot attention
A. Kori, F. Locatello, A. Santhirasekaram, F. Toni, B. Glocker, F. De Sousa Ribeiro, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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A. Kori, F. Locatello, A. Santhirasekaram, F. Toni, B. Glocker, F. De Sousa Ribeiro, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 19518 |
The iterative optimal brain surgeon: Faster sparse recovery by leveraging second-order information
D. Wu, I.-V. Modoranu, M. Safaryan, D. Kuznedelev, D.-A. Alistarh, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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D. Wu, I.-V. Modoranu, M. Safaryan, D. Kuznedelev, D.-A. Alistarh, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 18875 |
Banded square root matrix factorization for differentially private model training
N. Kalinin, C. Lampert, in:, 38th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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N. Kalinin, C. Lampert, in:, 38th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 19512 |
Continual counting with gradual privacy expiration
J.D. Andersson, M. Henzinger, R. Pagh, T.A. Steiner, J. Upadhyay, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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J.D. Andersson, M. Henzinger, R. Pagh, T.A. Steiner, J. Upadhyay, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 19515 |
Latent functional maps: A spectral framework for representation alignment
M. Fumero, M. Pegoraro, V. Maiorca, F. Locatello, E. Rodolà, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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M. Fumero, M. Pegoraro, V. Maiorca, F. Locatello, E. Rodolà, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 19510 |
MICROADAM: Accurate adaptive optimization with low space overhead and provable convergence
I.-V. Modoranu, M. Safaryan, G. Malinovsky, E. Kurtic, T. Robert, P. Richtárik, D.-A. Alistarh, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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I.-V. Modoranu, M. Safaryan, G. Malinovsky, E. Kurtic, T. Robert, P. Richtárik, D.-A. Alistarh, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 19517 |
C2M3: Cycle-consistent multi-model merging
D. Crisostomi, M. Fumero, D. Baieri, F. Bernard, E. Rodolà, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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D. Crisostomi, M. Fumero, D. Baieri, F. Bernard, E. Rodolà, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 19511 |
QuaRot: Outlier-free 4-bit inference in rotated LLMs
S. Ashkboos, A. Mohtashami, M.L. Croci, B. Li, P. Cameron, M. Jaggi, D.-A. Alistarh, T. Hoefler, J. Hensman, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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S. Ashkboos, A. Mohtashami, M.L. Croci, B. Li, P. Cameron, M. Jaggi, D.-A. Alistarh, T. Hoefler, J. Hensman, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2024 | Submitted | Preprint | IST-REx-ID: 19520 |
Spinal neuron diversity scales exponentially with swim-to-limb transformation during frog metamorphosis
D. Vijatovic, F.A. Toma, Z.P. Harrington, C.M. Sommer, R. Hauschild, A.J. Trevisan, P. Chapman, M. Julseth, S. Brenner-Morton, M.I. Gabitto, J.S. Dasen, J.B. Bikoff, L.B. Sweeney, BioRxiv (n.d.).
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D. Vijatovic, F.A. Toma, Z.P. Harrington, C.M. Sommer, R. Hauschild, A.J. Trevisan, P. Chapman, M. Julseth, S. Brenner-Morton, M.I. Gabitto, J.S. Dasen, J.B. Bikoff, L.B. Sweeney, BioRxiv (n.d.).
2024 | Research Data | IST-REx-ID: 14705 |
Data from "Chromosome-level assembly of Artemia franciscana sheds light on sex-chromosome differentiation"
M.N. Elkrewi, (2024).
[Published Version]
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M.N. Elkrewi, (2024).
2024 | Published | Journal Article | IST-REx-ID: 15053 |
Multipurpose platform for analog quantum simulation
S. Jin, K. Dai, J. Verstraten, M. Dixmerias, R. Al Hyder, C. Salomon, B. Peaudecerf, T. de Jongh, T. Yefsah, Physical Review Research 6 (2024).
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S. Jin, K. Dai, J. Verstraten, M. Dixmerias, R. Al Hyder, C. Salomon, B. Peaudecerf, T. de Jongh, T. Yefsah, Physical Review Research 6 (2024).
2024 | Published | Journal Article | IST-REx-ID: 15122 |
Large-scale quantum approximate optimization on nonplanar graphs with machine learning noise mitigation
S. Sack, D.J. Egger, Physical Review Research 6 (2024).
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S. Sack, D.J. Egger, Physical Review Research 6 (2024).
2024 | Published | Journal Article | IST-REx-ID: 15372 |
Unraveling the mechanisms of PAMless DNA interrogation by SpRY-Cas9
G.N. Hibshman, J.P.K. Bravo, M.M. Hooper, T.L. Dangerfield, H. Zhang, I.J. Finkelstein, K.A. Johnson, D.W. Taylor, Nature Communications 15 (2024).
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G.N. Hibshman, J.P.K. Bravo, M.M. Hooper, T.L. Dangerfield, H. Zhang, I.J. Finkelstein, K.A. Johnson, D.W. Taylor, Nature Communications 15 (2024).
2024 | Published | Journal Article | IST-REx-ID: 15181 |
Synthetic dimension-induced pseudo Jahn-Teller effect in one-dimensional confined fermions
A. Becker, G. Koutentakis, P. Schmelcher, Physical Review Research 6 (2024).
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A. Becker, G. Koutentakis, P. Schmelcher, Physical Review Research 6 (2024).
2024 | Published | Journal Article | IST-REx-ID: 17409 |
All-visible-light-driven salicylidene schiff-base-functionalized artificial molecular motors
S. Van Vliet, J. Sheng, C.N. Stindt, B.L. Feringa, Nature Communications 15 (2024).
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S. Van Vliet, J. Sheng, C.N. Stindt, B.L. Feringa, Nature Communications 15 (2024).
2024 | Published | Journal Article | IST-REx-ID: 15406 |
Optical Shubnikov-de Haas oscillations in two-dimensional electron systems
M.L. Savchenko, J. Gospodarič, A. Shuvaev, I.A. Dmitriev, V. Dziom, A.A. Dobretsova, N.N. Mikhailov, Z.D. Kvon, A. Pimenov, Physical Review Research 6 (2024).
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M.L. Savchenko, J. Gospodarič, A. Shuvaev, I.A. Dmitriev, V. Dziom, A.A. Dobretsova, N.N. Mikhailov, Z.D. Kvon, A. Pimenov, Physical Review Research 6 (2024).
2024 | Published | Journal Article | IST-REx-ID: 17050 |
Runaway transition in irreversible polymer condensation with cyclization
M. Panoukidou, S. Weir, V. Sorichetti, Y.G. Fosado, M. Lenz, D. Michieletto, Physical Review Research 6 (2024).
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M. Panoukidou, S. Weir, V. Sorichetti, Y.G. Fosado, M. Lenz, D. Michieletto, Physical Review Research 6 (2024).
2024 | Published | Journal Article | IST-REx-ID: 15320 |
Tuning the Josephson diode response with an ac current
R. Seoane Souto, M. Leijnse, C. Schrade, M. Valentini, G. Katsaros, J. Danon, Physical Review Research 6 (2024).
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R. Seoane Souto, M. Leijnse, C. Schrade, M. Valentini, G. Katsaros, J. Danon, Physical Review Research 6 (2024).
2024 | Published | Conference Paper | IST-REx-ID: 19519 |
PV-tuning: Beyond straight-through estimation for extreme LLM compression
V. Malinovskii, D. Mazur, I. Ilin, D. Kuznedelev, K. Burlachenko, K. Yi, D.-A. Alistarh, P. Richtarik, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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V. Malinovskii, D. Mazur, I. Ilin, D. Kuznedelev, K. Burlachenko, K. Yi, D.-A. Alistarh, P. Richtarik, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2024 | Published | Journal Article | IST-REx-ID: 18938 |
Systematic analysis of nonprogrammed frameshift suppression in E.coli via translational tiling proteomics
B.L. Springstein, J.A. Paulo, H. Park, K. Henry, E. Fleming, Z. Feder, J.W. Harper, A. Hochschild, Proceedings of the National Academy of Sciences of the United States of America 121 (2024).
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B.L. Springstein, J.A. Paulo, H. Park, K. Henry, E. Fleming, Z. Feder, J.W. Harper, A. Hochschild, Proceedings of the National Academy of Sciences of the United States of America 121 (2024).