| unchecked | Using a hybrid approach building on work by Laumann et al. we greatly extend the known satisfiable region for random k-QSAT to a density of $Ω(2^k/k^2)$.arXiv 0911.1696 · conceptual · ext:f1906785b0b94772 | 0.55 | 4.70 | 0 | 0 | Computer Science | 9 Oct 2026 |
| unchecked | We show that the LLL extends to a much more general geometric setting, where events are replaced with subspaces and probability is replaced with relative dimension, which allows to lower bound the dimension of the intersection of vector sp…arXiv 0911.1696 · conceptual · ext:f00b3832f3dc13a0 | 0.55 | 4.70 | 0 | 0 | Computer Science | 9 Oct 2026 |
| unchecked | Crafting the ideal Earth foundation model, we define eleven features which would allow such a foundation model to be beneficial for any geoscientific downstream application in an environmental- and human-centric manner.DOI 10.1038/s43247-025-03127-x · conceptual · ext:b3b2b4e8a810ff4a | 0.55 | 4.64 | 0 | 0 | Computer Science | 10 Oct 2026 |
| unchecked | We concretely apply this criterion to local Hamiltonians on various regular lattices, while bringing to bear the tools of spin glass physics which permit us to obtain new bounds on the SAT/UNSAT transition in random quantum satisfiability.arXiv 1509.07766 · conceptual · ext:e52b87b4efe473ef | 0.55 | 4.64 | 0 | 0 | Computer Science | 9 Oct 2026 |
| unchecked | Remarkably, evaluating this condition proceeds via a fully classical analysis of a hard-core lattice gas at negative fugacity on the Hamiltonian's interaction graph which, as a statistical mechanics problem, is of interest in its own right.arXiv 1509.07766 · conceptual · ext:626808e8ae4e775c | 0.55 | 4.64 | 0 | 0 | Computer Science | 9 Oct 2026 |
| unchecked | For the uniform probability model, we prove that the phase transition is easy in the sense that there is a polynomial algorithm that can solve a random instance of the problem with the probability asymptotic to 1 as the problem size tends…arXiv 1106.4575 · ext:c575f27d94c58d71 | 0.55 | 4.64 | 0 | 0 | Computer Science | 8 Oct 2026 |
| unchecked | For the fixed ratio model, we establish several upper bounds for the solubility threshold, and prove that random instances with parameters above these upper bounds can be solved polynomially.arXiv 1106.4575 · conceptual · ext:01e1853998d2c7ed | 0.55 | 4.64 | 0 | 0 | Computer Science | 8 Oct 2026 |
| unchecked | Finally, DESY5+DESI DR2+CC datasets provide nearly decisive evidence favoring the PAge model over the standard $Λ\mathrm{CDM}$ model.arXiv 2505.22369 · ext:dd83cac4ee6ce7df | 0.55 | 4.64 | 0 | 0 | Physics and Astronomy | 7 Oct 2026 |
| unchecked | For the DESY5+DESI DR2+CC datasets, we obtain $H_0 = 67.91 \pm 2.33~\mathrm{km~s^{-1}~Mpc^{-1}}$.arXiv 2505.22369 · ext:ff1a5f2dfcbeb9a8 | 0.55 | 4.64 | 0 | 0 | Physics and Astronomy | 7 Oct 2026 |
| unchecked | We show that for small k the clustering transition can be delayed in this way to higher density of constraints, and that this strategy has a positive impact on the performances of Simulated Annealing algorithms.arXiv 1811.01680 · ext:2f522f71975b3373 | 0.55 | 4.64 | 0 | 0 | Computer Science | 7 Oct 2026 |
| unchecked | Experiments on MNIST, CIFAR-10, and ILSVRC-2012 validate the effectiveness of our approach compared to both traditional and automated existing channel pruning approaches.DOI 10.1109/wacv51458.2022.00357 · ext:bcbded2790197914 | 0.55 | 4.58 | 0 | 0 | Computer Science | 8 Oct 2026 |
| unchecked | In the case of K-SAT the replica method thus gives upper bounds of the satisfiability threshold.arXiv cond-mat/0208280 · conceptual · ext:35bc13021ba31fbd | 0.55 | 4.58 | 0 | 0 | Physics and Astronomy | 8 Oct 2026 |
| unchecked | We analyze a family of models that includes the Viana-Bray model, the diluted p-spin model or random XOR-SAT problem, and the random K-SAT problem, showing that the replica method provides an improvable scheme to obtain lower bounds of the…arXiv cond-mat/0208280 · ext:39375a0268bfe561 | 0.55 | 4.58 | 0 | 0 | Physics and Astronomy | 8 Oct 2026 |
| unchecked | The main classical belt (a=40--47 AU) needs to be modeled with at least three components: the `hot' component with a wide inclination distribution and two `cold' components (stirred and kernel) with much narrower inclination distributions.arXiv 1108.4836 · ext:5a265006ebebd947 | 0.55 | 4.58 | 0 | 1 | Physics and Astronomy | 7 Oct 2026 |
| unchecked | From an algorithmic point of view, we find that reinforced BP, which performs much better than all existing algorithms, allows us to find solutions efficiently for instances in the regime that is very close to the satisfiability transition.DOI 10.1103/physreve.85.016106 · ext:a1ce11e581b4be78 | 0.55 | 4.58 | 0 | 0 | Computer Science | 7 Oct 2026 |
| unchecked | Using rigorous methods, we show that solutions are grouped into disconnected clusters before the theoretical satisfiability phase transition point.DOI 10.1103/physreve.85.016106 · conceptual · ext:e7ed749177e22bac | 0.55 | 4.58 | 0 | 0 | Computer Science | 7 Oct 2026 |
| unchecked | The superior performance of ML and DL algorithms compared to statistical models can be explained by their higher flexibility and automatic data-dependent complexity optimization.arXiv 2204.05023 · conceptual · ext:0a41830c1eca5796 | 0.55 | 4.52 | 0 | 0 | Computer Science | 9 Oct 2026 |
| unchecked | Moreover, on ILSVRC-2012, FPGM reduces more than 42% FLOPs on ResNet-101 without top-5 accuracy drop, which has advanced the state-of-the-art.arXiv 1811.00250 · ext:ac124dbc7163ff28 | 0.55 | 4.52 | 0 | 0 | Computer Science | 8 Oct 2026 |
| unchecked | Notably, on CIFAR-10, FPGM reduces more than 52% FLOPs on ResNet-110 with even 2.69% relative accuracy improvement.arXiv 1811.00250 · ext:a1d3e00f6177dcd0 | 0.55 | 4.52 | 0 | 0 | Computer Science | 8 Oct 2026 |
| unchecked | Our results show that o1, Claude 3.5 Sonnet, Claude 3 Opus, Gemini 1.5 Pro, and Llama 3.1 405B all demonstrate in-context scheming capabilities.arXiv 2412.04984 · ext:4f9504a7e169b3cd | 0.55 | 4.52 | 0 | 0 | Social Sciences | 8 Oct 2026 |
| unchecked | For example, with VGG-16, we achieve a 60%-FLOPs reduction by removing 76% of the parameters, with an improvement of 0.40% in top-1 accuracy on CIFAR-10.DOI 10.1109/iccv51070.2023.01601 · ext:80dfb6280f60e16f | 0.55 | 4.46 | 0 | 0 | Computer Science | 8 Oct 2026 |
| unchecked | With ResNet-50, we achieve a 56%-FLOPs reduction by removing 50% of the parameters, with a small loss of 0.08% in the top-1 accuracy on ImageNet.DOI 10.1109/iccv51070.2023.01601 · ext:0cdf52074b2f7f9d | 0.55 | 4.46 | 0 | 0 | Computer Science | 8 Oct 2026 |
| unchecked | However, in this work we show that by applying the sensitivity criterion iteratively in smaller steps - still before training - we can improve its performance without difficult implementation.arXiv 2006.00896 · ext:0dab1570cac92c30 | 0.55 | 4.46 | 0 | 0 | Computer Science | 6 Oct 2026 |
| unchecked | We show that the threshold $α_*(k)$ is given explicitly by the one-step replica symmetry breaking prediction from statistical physics.arXiv 1411.0650 · conceptual · ext:4e692ff3cf3fce31 | 0.55 | 4.46 | 0 | 0 | Computer Science | 6 Oct 2026 |
| unchecked | A new framework for AI-based model intercomparison is essential for rigorous benchmark performance.DOI 10.1093/nsr/nwag063 · conceptual · ext:9b013ae91babb7da | 0.55 | 4.45 | 0 | 0 | Earth and Planetary Sciences | 9 Oct 2026 |
| unchecked | The most promising path forward is identified as the development of hybrid physics–AI modeling, which integrates the data-driven power of AI with the foundational constraints of physical laws to ensure generalizability and causal consisten…DOI 10.1093/nsr/nwag063 · conceptual · ext:a21b0e7a42fbfff7 | 0.55 | 4.45 | 0 | 0 | Earth and Planetary Sciences | 9 Oct 2026 |
| unchecked | The proposed pruning method outperforms the state-of-the-art in terms of FLOPs reduction (floating-point operations) by 97.98%, 83.42%, 78.43%, 74.95%, and 75.45% for LeNet-5, VGG-16, ResNet-56, ResNet-110, and ResNet-50, respectively, whi…DOI 10.1016/j.neucom.2024.127257 · ext:281dc50f54143637 | 0.55 | 4.39 | 0 | 0 | Computer Science | 9 Oct 2026 |
| unchecked | Using an instruction tuning approach on an extensive dataset of radiology domain knowledge, Radiology-GPT demonstrates superior performance compared to general language models such as StableLM, Dolly and LLaMA.arXiv 2306.08666 · ext:1d2cbada40dbe070 | 0.55 | 4.39 | 0 | 0 | Medicine | 8 Oct 2026 |
| unchecked | The experimental results over GPT-3 show that our proposed zero-shot prompting consistently outperforms Zero-shot-CoT across all datasets by a large margin, is comparable to or exceeds Zero-shot-Program-of-Thought Prompting, and has compar…arXiv 2305.04091 · ext:6ddc166be467319e | 0.55 | 4.39 | 0 | 0 | Computer Science | 7 Oct 2026 |
| unchecked | The map functions not to provide a comprehensive and precise rendering of the environment but rather to support adaptive behavior, tailored to the species and situation.DOI 10.3758/s13420-023-00618-9 · conceptual · ext:cecd4620e527f839 | 0.55 | 4.32 | 0 | 0 | Neuroscience | 9 Oct 2026 |
| unchecked | Important organizing factors within and between fragments include boundaries, context, compass direction, and gravity.DOI 10.3758/s13420-023-00618-9 · conceptual · ext:3640fd7956a6f629 | 0.55 | 4.32 | 1 | 0 | Neuroscience | 9 Oct 2026 |
| unchecked | The emerging picture is that instead of being a single, unified construct, the map is a mosaic of fragments that are heterogeneous, variably metric, multiply scaled, and sometimes laid on top of each other.DOI 10.3758/s13420-023-00618-9 · conceptual · ext:61319e53fc32e522 | 0.55 | 4.32 | 0 | 0 | Neuroscience | 9 Oct 2026 |
| unchecked | We give an alternative proof of $\hat{R}_{k}(C_{n})\leq c_k n$, avoiding the use of the regularity lemma.arXiv 1701.07348 · conceptual · ext:49aebe6bd293d831 | 0.55 | 4.32 | 0 | 0 | Mathematics | 9 Oct 2026 |
| unchecked | Here, we show, through a dynamical systems analysis and a Bayesian statistical inference of cosmological parameters, that the additional cosmological solutions based on the new fixed point do not render steep-potential, single-field, accel…arXiv 2406.09212 · ext:b2d488db8f1af363 | 0.55 | 4.32 | 1 | 0 | Physics and Astronomy | 9 Oct 2026 |
| unchecked | The performance evaluation, based on latitude-weighted root mean square error (RMSE) and anomaly correlation coefficient (ACC), demonstrates that FuXi has comparable forecast performance to ECMWF EM in 15-day forecasts, making FuXi the fir…arXiv 2306.12873 · ext:6f3b729e223d0878 | 0.55 | 4.32 | 0 | 0 | Earth and Planetary Sciences | 7 Oct 2026 |
| unchecked | Empirically, we show that an 80% to 95% sparse network (up to 75% reduction in model size) can either match or outperform its dense counterpart.arXiv 2110.03298 · ext:cf4a2d97514fff91 | 0.55 | 4.32 | 0 | 0 | Computer Science | 6 Oct 2026 |
| unchecked | We show that sparse sub-networks with approximately 90-95% of weights removed achieve (and often exceed) the accuracy of the original dense network in several realistic settings.arXiv 1905.07785 · ext:e2dfd6d2ef90c284 | 0.55 | 4.32 | 0 | 0 | Computer Science | 6 Oct 2026 |
| unchecked | We also unveil and discuss the coexistence of two different 1RSB solutions in the case of $q=2$, $K \ge 4$.arXiv 1707.01983 · conceptual · ext:166c177bdbd31a40 | 0.55 | 4.32 | 0 | 0 | Mathematics | 6 Oct 2026 |
| unchecked | Among other cases we revisit the hypergraph bicoloring problem ($q=2$) where we find that for $K=3$ and $K=4$ the colorability threshold is not given by the one-step-replica-symmetry-breaking analysis as the latter is unstable towards more…arXiv 1707.01983 · ext:1ec369b3cd56fd56 | 0.55 | 4.32 | 0 | 0 | Mathematics | 6 Oct 2026 |
| unchecked | For example, in popular network architectures with shortcut connections (e.g. ResNet), filter pruning cannot deal with the last convolutional layer in a ResBlock while the low-rank decomposition methods can.arXiv 2003.08935 · conceptual · ext:cbe362523cc05380 | 0.55 | 4.25 | 0 | 0 | Computer Science | 9 Oct 2026 |
| unchecked | Furthermore, the proposed KBP is compatible with the existence of identified Gyr-stable TNOs in the 2:1, 5:2, 3:1, 4:1, 5:1, and 6:1 Neptunian mean motion resonances.arXiv 2308.13765 · ext:6987f696c226f508 | 0.55 | 4.25 | 1 | 0 | Physics and Astronomy | 9 Oct 2026 |
| unchecked | We determined that an Earth-like planet (m ~ 1.5-3 Earth masses) located on a distant (semimajor axis a ~ 250-500 au, perihelion q ~ 200 au) and inclined (i ~ 30 deg) orbit can explain three fundamental properties of the distant Kuiper Bel…arXiv 2308.13765 · ext:6895d5394b1bce14 | 0.55 | 4.25 | 1 | 0 | Physics and Astronomy | 9 Oct 2026 |
| unchecked | Moreover, applying Occam's razor, we find no significant evidence for a negative dark energy density below z ∼ 2.5-3.DOI 10.1088/1475-7516/2025/12/049 · ext:ff127941a508b87e | 0.55 | 4.25 | 0 | 0 | Physics and Astronomy | 7 Oct 2026 |
| unchecked | The probability of phantom crossing lies between 96.21% and 99.97%, depending on the SNIa data set used, and hence a simple monotonic evolution of the DE density is excluded at the ∼ 2-4σ CL.DOI 10.1088/1475-7516/2025/12/049 · ext:d43fb2acf4babfbd | 0.55 | 4.25 | 0 | 0 | Physics and Astronomy | 7 Oct 2026 |
| unchecked | The combined analysis of CMB, BAO, and SNIa data favors an effective DE component that transitions from phantom to quintessence behavior at redshift z cross ∼ 0.4.DOI 10.1088/1475-7516/2025/12/049 · ext:89fa3161d91e42ec | 0.55 | 4.25 | 1 | 0 | Physics and Astronomy | 7 Oct 2026 |
| unchecked | Experimental results show that our proposed approach achieves comparable or even better performance than deep learning baselines.DOI 10.1109/prml59573.2023.10348229 · ext:df03d84433fab545 | 0.55 | 4.17 | 0 | 0 | Computer Science | 10 Oct 2026 |
| unchecked | However, this comes at the cost of departing from standard growth predictions: to have $\sum m_ν\gtrsim 0.06$ eV one needs $γ> 0.55$, and we find a consistent preference for $γ> 0.55$ at the level of $\sim 2σ$.arXiv 2507.01848 · ext:94b58a798df05271 | 0.55 | 4.17 | 0 | 0 | Physics and Astronomy | 9 Oct 2026 |
| unchecked | We show that allowing $γ$ to vary significantly relaxes the neutrino mass bounds to $\sum m_ν\lesssim 0.13$-$0.2$ eV, removing any tension with terrestrial constraints without altering the inferred value of $Ω_\mathrm{m}$.arXiv 2507.01848 · ext:d3d8e0c6293dd96a | 0.55 | 4.17 | 0 | 0 | Physics and Astronomy | 9 Oct 2026 |
| unchecked | The simple BoW model performed on par with the most complex LLM prompting.arXiv 2304.02496 · ext:a3da3b9604d56ef2 | 0.55 | 4.17 | 0 | 0 | Biochemistry, Genetics and Molecular Biology | 9 Oct 2026 |
| unchecked | Despite the excitement around viral ChatGPT, we found that fine-tuning for two fundamental NLP tasks remained the best strategy.arXiv 2304.02496 · ext:3e8656f5bd47c84f | 0.55 | 4.17 | 1 | 0 | Biochemistry, Genetics and Molecular Biology | 9 Oct 2026 |