Identifiable object-centric representation learning via probabilistic slot attention
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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.

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.

Continual counting with gradual privacy expiration
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Latent functional maps: A spectral framework for representation alignment
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MICROADAM: Accurate adaptive optimization with low space overhead and provable convergence
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M3: Cycle-consistent multi-model merging
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QuaRot: Outlier-free 4-bit inference in rotated LLMs
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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.).

Data from "Chromosome-level assembly of Artemia franciscana sheds light on sex-chromosome differentiation"
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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).

Large-scale quantum approximate optimization on nonplanar graphs with machine learning noise mitigation
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Unraveling the mechanisms of PAMless DNA interrogation by SpRY-Ca
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).

Synthetic dimension-induced pseudo Jahn-Teller effect in one-dimensional confined fermions
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All-visible-light-driven salicylidene schiff-base-functionalized artificial molecular motors
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Optical Shubnikov-de Haas oscillations in two-dimensional electron systems
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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).

Tuning the Josephson diode response with an ac current
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PV-tuning: Beyond straight-through estimation for extreme LLM compression
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Systematic analysis of nonprogrammed frameshift suppression in E.coli via translational tiling proteomics
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