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The full table

Every claim on the record, with every column a checker needs: how well it holds and what rests on it. 1,761 so far: 1,761 from human literature, 0 published here, joined by 149 links; the longest line runs 2 steps deep. To read them under their papers, see the claims.

Where the record standsEach dot is a claim, placed by its credence in the lane of its status. Choose a status to list only those claims.

1,761 claims, showing 1,751–1,761

Claims on the record
StatusClaimCredenceStakesRests onBuilt onFieldAdded
uncheckedWe show that this task can exhibit inverse scaling, U-shaped scaling, or positive scaling, and the three scaling trends shift in this order as we use more powerful prompting methods or model families.arXiv 2305.17311 · ext:f296bbaa8f0097dc0.550.0000Computer Science7 Oct 2026
uncheckedIf the constraint-density is less than r^f, then almost every solution has o(n) frozen variables.arXiv 1209.4829 · ext:c54e069f162fa45a0.550.0000Computer Science7 Oct 2026
uncheckedWe study the relation between clustering and belief propagation fixed points and we give a direct evidence for the existence of purely entropic (rather than energetic) barriers between clusters in some region of parameters in the random K-…arXiv 1203.5521 · conceptual · ext:d45ea51e5310a8f30.550.0020Computer Science7 Oct 2026
uncheckedIn particular the reweighting allows to introduce a planted ensemble that generates instances that are, in some region of parameters, equivalent to random instances.arXiv 1203.5521 · ext:b075f1cdc8b8efde0.550.0000Computer Science7 Oct 2026
uncheckedWe find that the logistic sigmoid activation is unsuited for deep networks with random initialization because of its mean value, which can drive especially the top hidden layer into saturation.PMLR v9/glorot10a · ext:2addc22dc2cefc410.550.0000—6 Oct 2026
uncheckedThis paper also shows that Tobias has consistent improvements on training sets of different sizes, and is more resilient to changes in image augmentations.arXiv 2106.09259 · ext:87aecfe96737dafe0.550.0000Computer Science6 Oct 2026
uncheckedExperimental results show that the proposed Tobias significantly improves downstream tasks, especially for object detection.arXiv 2106.09259 · ext:4f489170295b225c0.550.0000Computer Science6 Oct 2026
uncheckedOur easy to implement models notably outperform data augmented deep ensembles, without the inference and memory overheads.arXiv 2103.06132 · ext:70241b48a847d6ad0.550.0000Computer Science6 Oct 2026
uncheckedThrough early-bird tickets, we can achieve up to 88% reduction in floating-point operations (FLOPs) and 54% reduction in training time, making it possible to train large-scale generative models over tight resource constraints.arXiv 2010.02350 · ext:0d79756344680df80.550.0010Computer Science6 Oct 2026
uncheckedWe also demonstrate the transferability of winning tickets across different generative models (GANs and VAEs) sharing the same architecture, suggesting that winning tickets have inductive biases that could help train a wide range of deep g…arXiv 2010.02350 · conceptual · ext:3cafabf158991da70.550.0000Computer Science6 Oct 2026
uncheckedThis approach effectively yields tickets with sparsity up to 99% for AutoEncoders, 93% for VAEs and 89% for GANs on CIFAR and Celeb-A datasets.arXiv 2010.02350 · ext:bac1c172f5e1fe430.550.0010Computer Science6 Oct 2026

How they connect

The network of claimsClaims joined by links are drawn together; within a group, each claim rests on the claims to its left. Human literature enters as registered claims (squares). Claims that stand alone are in the table, not drawn.
The network of claims15 claims and 10 dependencies, in 6 groups of joined claims; within a group, foundations on the left and what rests on them to the right.4 claims, 2 steps deep, Physics and Astronomy3 claims, 1 step deep, Computer Science2 claims, 1 step deep, Neuroscience2 claims, 1 step deep, Neuroscience2 claims, 1 step deep, Neuroscience2 claims, 1 step deep, NeuroscienceOur best estimate of 73.24+/-1.74 km/sec/Mpc combines the anchors NGC4258, MW, and LMC, and includes systematic errors… takes its method from These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd… (identified in the literature)When the SN and CMB constraints are combined with constraints from BAO and local H0 measurements, the analysis yields t… extends Our best estimate of 73.24+/-1.74 km/sec/Mpc combines the anchors NGC4258, MW, and LMC, and includes systematic errors… (identified in the literature)When the SN and CMB constraints are combined with constraints from BAO and local H0 measurements, the analysis yields t… takes its method from These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd… (identified in the literature)For a flat ΛCDM model, we find Ω M = 0.334 ± 0.018 from SNe Ia alone. takes its method from These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd… (identified in the literature)In particular, our EfficientNet-B7 achieves state-of-the-art 84.3% top-1 accuracy on ImageNet, while being 8.4x smaller… takes its method from This significantly reduces overfitting and gives major improvements over other regularization methods. (identified in the literature)In particular, our EfficientNet-B7 achieves state-of-the-art 84.3% top-1 accuracy on ImageNet, while being 8.4x smaller… takes its method from We further demonstrate that SE blocks bring significant improvements in performance for existing state-of-the-art CNNs… (identified in the literature)These graphs contain many subgraphs in good agreement with known functional brain systems. extends One network consists of regions routinely exhibiting task-related activations and the other of regions routinely exhibi… (identified in the literature)Residual relationships between motion and the examined R-fMRI metrics remained for all correction approaches, underscor… takes its method from Time courses of low frequency (<0.1 Hz) fluctuations in resting brain were observed to have a high degree of temporal c… (identified in the literature)We then looked for this signal as participants explored a virtual reality environment, mimicking the rats' foraging tas… takes its method from Its key unit is the 'grid cell', which is activated whenever the animal's position coincides with any vertex of a regul… (identified in the literature)This individual-connectome approach revealed several new types of spatial and organizational variability in brain netwo… takes its method from These parcels had highly homogenous RSFC patterns, indicating that they contained one unique RSFC signal; furthermore,… (identified in the literature)Our best estimate of 73.24+/-1.74 km/sec/Mpc combines the anchors NGC4258, MW, and LMC, and includes systematic errors…: unchecked, credence 0.55, stakes 11.7, reliance 1.0Our best estimate of…These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd…: unchecked, credence 0.55, stakes 14.6, reliance 6.5These curves…When the SN and CMB constraints are combined with constraints from BAO and local H0 measurements, the analysis yields t…: unchecked, credence 0.55, stakes 11.4When the SN and CMB…For a flat ΛCDM model, we find Ω M = 0.334 ± 0.018 from SNe Ia alone.: unchecked, credence 0.55, stakes 10.4For a flat ΛCDM…This significantly reduces overfitting and gives major improvements over other regularization methods.: unchecked, credence 0.55, stakes 16.0, reliance 1.0This significantly…We further demonstrate that SE blocks bring significant improvements in performance for existing state-of-the-art CNNs…: unchecked, credence 0.55, stakes 12.0, reliance 1.0We further demonstrate…In particular, our EfficientNet-B7 achieves state-of-the-art 84.3% top-1 accuracy on ImageNet, while being 8.4x smaller…: unchecked, credence 0.55, stakes 12.3In particular, our…These graphs contain many subgraphs in good agreement with known functional brain systems.: unchecked, credence 0.55, stakes 13.1, reliance 1.0These graphs contain…One network consists of regions routinely exhibiting task-related activations and the other of regions routinely exhibi…: unchecked, credence 0.55, stakes 14.5, reliance 1.5One network consists…Residual relationships between motion and the examined R-fMRI metrics remained for all correction approaches, underscor…: unchecked, credence 0.55, stakes 10.5Residual relationships…Time courses of low frequency (<0.1 Hz) fluctuations in resting brain were observed to have a high degree of temporal c…: unchecked, credence 0.55, stakes 14.3, reliance 1.0Time courses of low…Its key unit is the 'grid cell', which is activated whenever the animal's position coincides with any vertex of a regul…: unchecked, credence 0.55, stakes 13.9, reliance 2.5Its key unit is the…We then looked for this signal as participants explored a virtual reality environment, mimicking the rats' foraging tas…: unchecked, credence 0.55, stakes 10.8, reliance 1.0We then looked for…This individual-connectome approach revealed several new types of spatial and organizational variability in brain netwo…: unchecked, credence 0.55, stakes 10.4This individual-connec…These parcels had highly homogenous RSFC patterns, indicating that they contained one unique RSFC signal; furthermore,…: unchecked, credence 0.55, stakes 12.1, reliance 2.0These parcels had…

● established◐ supported○ unchecked◆ contested✕ refuted⊘ tried, not checkable

human literature published here declared by its author identified in the literature refutesleft to right: what rests on what

size: stakes, by area; the largest here 16.0

The drawing is wider than this screen: drag it sideways to see the rest, or read the table.

Every claim drawn, as a table (166 more are not drawn)
ClaimStatusCheckableCredenceUseStakesRests on
Our best estimate of 73.24+/-1.74 km/sec/Mpc combines the anchors NGC4258, MW, and LMC, and includes systematic errors…○ uncheckedyes0.55011.7These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd…
These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd…○ uncheckedyes0.55014.6—
When the SN and CMB constraints are combined with constraints from BAO and local H0 measurements, the analysis yields t…○ uncheckedyes0.55011.4Our best estimate of 73.24+/-1.74 km/sec/Mpc combines the anchors NGC4258, MW, and LMC, and includes systematic errors…, These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd…
For a flat ΛCDM model, we find Ω M = 0.334 ± 0.018 from SNe Ia alone.○ uncheckedyes0.55010.4These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd…
This significantly reduces overfitting and gives major improvements over other regularization methods.○ uncheckedyes0.55016.0—
We further demonstrate that SE blocks bring significant improvements in performance for existing state-of-the-art CNNs…○ uncheckedyes0.55012.0—
In particular, our EfficientNet-B7 achieves state-of-the-art 84.3% top-1 accuracy on ImageNet, while being 8.4x smaller…○ uncheckedyes0.55012.3This significantly reduces overfitting and gives major improvements over other regularization methods., We further demonstrate that SE blocks bring significant improvements in performance for existing state-of-the-art CNNs…
These graphs contain many subgraphs in good agreement with known functional brain systems.○ uncheckedyes0.55013.1One network consists of regions routinely exhibiting task-related activations and the other of regions routinely exhibi…
One network consists of regions routinely exhibiting task-related activations and the other of regions routinely exhibi…○ uncheckedyes0.55014.5—
Residual relationships between motion and the examined R-fMRI metrics remained for all correction approaches, underscor…○ uncheckedyes0.55010.5Time courses of low frequency (<0.1 Hz) fluctuations in resting brain were observed to have a high degree of temporal c…
Time courses of low frequency (<0.1 Hz) fluctuations in resting brain were observed to have a high degree of temporal c…○ uncheckedyes0.55014.3—
Its key unit is the 'grid cell', which is activated whenever the animal's position coincides with any vertex of a regul…○ uncheckedyes0.55013.9—
We then looked for this signal as participants explored a virtual reality environment, mimicking the rats' foraging tas…○ uncheckedyes0.55010.8Its key unit is the 'grid cell', which is activated whenever the animal's position coincides with any vertex of a regul…
This individual-connectome approach revealed several new types of spatial and organizational variability in brain netwo…○ uncheckedyes0.55010.4These parcels had highly homogenous RSFC patterns, indicating that they contained one unique RSFC signal; furthermore,…
These parcels had highly homogenous RSFC patterns, indicating that they contained one unique RSFC signal; furthermore,…○ uncheckedyes0.55012.1—

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