Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T11:42:45.817678Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2509.02433.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T11:42:45.817678Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
68 of 68 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a460f3b7-a83c-41e3-b77b-71ac4347a4a1 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12ecec1b-0cb4-4e8a-bdd9-2f157cb63a26 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Language models are few-shot learners,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4768d4b7-1af5-4e92-884a-f0cf14d0f273 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Understanding deep learning (still) requires rethinking gen- eralization,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 602dbaed-a0b7-4c17-8ba2-d82e668d42cb · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Dropout: a simple way to prevent neural networks from overfitting,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7496c36b-fa19-4399-9246-bd3f5ff0d3ac · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization When vision transform- ers outperform resnets without pre-training or strong data augmentations,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 850f9b30-5027-4876-8336-bfbc1465b156 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization The marginal value of adaptive gradient methods in machine learning
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b254df6f-5f55-4ad0-83c7-77ed92f0fb42 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Decoupled weight decay regu- larization,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cebe1e5d-b94b-4b13-b3c8-1e16460f229e · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Sharpness-aware minimization for efficiently improving generalization,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0ea386a-4a3c-4969-97d9-c9ea1bd56077 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Fantastic Generalization Measures and Where to Find Them
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 770fe60c-2359-46ff-a2cf-7a2eef5b2e14 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization On large-batch training for deep learning: Generalization gap and sharp minima
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2fe58c53-a319-4d06-b316-d95983fb3d9d · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Entropy-SGD: Biasing gradient descent into wide valleys,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ff2427d2-0bcc-4242-98bf-6c8ce7d580d3 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization GA-SAM: Gradient- strength based adaptive sharpness-aware minimization for improved generalization,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0701bf15-1187-44a9-b18f-940215fe5624 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Towards under- standing sharpness-aware minimization
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0a50c249-7204-46e6-88ef-f0148cdb93d6 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization How does sharpness- aware minimization minimizes sharpness,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0fc079bd-72ad-41f3-85eb-d70debb8b506 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization The Dynamics of Sharpness-Aware Minimization: Bouncing Across Ravines and Drifting Towards Wide Minima
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f93bef96-a768-4836-9400-f213674460a9 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Surrogate gap min- imization improves sharpness-aware training
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ffc1e574-068e-4716-bba3-83686863b116 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Fisher SAM: Information geometry and sharpness aware minimi- sation
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c9f17886-59cb-4021-bbfb-f583c3d0bc55 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization To- wards efficient and scalable sharpness-aware minimization,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a5c2c410-5b52-40ce-a267-6fdf06e88a43 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Efficient sharpness-aware minimization for improved training of neural networks,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b4e98eb7-c6e7-4774-864d-dfac9735c9ea · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Randomized Sharpness-Aware Training for Boosting Computational Efficiency in Deep Learning
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fb74f03-1411-4f2d-9a80-3e84606b1b73 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization An Adaptive Policy to Employ Sharpness-Aware Minimization
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd6243d2-5f39-4a9b-aa0b-ab6b4b75eb2d · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Sharpness-aware training for free,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 552c8fcd-bc82-4fd7-9ebc-9e8533b06db8 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Enhancing sharpness-aware optimization through variance suppression,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c1c96856-9417-4404-a1a4-134d21e6c0df · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Stochastic first-and zeroth-order methods for nonconvex stochastic programming,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6530d78d-3d9e-407f-8ef0-ba9e538eb5ed · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Optimization Methods for Large-Scale Machine Learning
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c1590c5-2cb5-4741-877e-f5721e141916 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Make sharpness-aware minimization stronger: A sparsified perturbation approach,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b1e4bdab-8374-4ccb-9ec0-143dbe4ae392 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Stochastic Frank-Wolfe methods for nonconvex optimization,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 731896f6-2d85-4f0f-bb76-f03fd5ed6691 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Attention is all you need,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 90f80038-8edc-456f-832d-ec7c922b39de · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Accelerating stochastic gradient descent using predictive variance reduction,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5d4482f1-76e4-4426-b5b2-333ee8f9ba0e · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization SARAH: A novel method for machine learning problems using stochastic recursive gradient,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b3a3b948-d670-4cb6-9cbc-c439fda101ce · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Almost tune-free vari- ance reduction,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 24c6bdfe-a4bd-4d0f-bbc9-c52199e19d35 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization On the convergence of SARAH and beyond,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 66f36c2a-8670-42a7-8419-809c2a29b686 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a57f5ec8-73ec-4e52-87d5-52b25a3509a7 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization ASAM: Adaptive sharpness-aware minimization for scale-invariant learning of deep neural networks,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 85f035cf-0cd0-4c6e-87ed-ed844c9b3fe1 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Improved Regularization of Convolutional Neural Networks with Cutout
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a977cdc-94ea-4cf7-b92a-cb78536e53d9 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization ImageNet: A large-scale hierarchical image database,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e72aa39c-7231-4e5a-a5c4-8131b50ecf53 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Adam: A method for stochastic optimization,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 53b76dd9-3b80-400c-95df-98943471a61b · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Domain generalization: A survey,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 273e0725-0693-47aa-8192-97ad6d6f4474 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Unsupervised domain adaptation of object detectors: A survey,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 43e343cb-27be-4c82-b0b3-196035a69680 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Sharpness-aware gradient matching for domain generalization,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ddf485ac-bff1-4511-821a-eab2b5c2ff3c · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization In search of lost domain generalization,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb41a3a1-f0ec-448b-9c1a-614829754e1f · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Deeper, broader and artier domain generalization,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1cee2645-f7a8-4568-af6e-e230a77056b8 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Unbiased metric learning: On the utilization of multiple datasets and web images for softening bias,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5b665f3c-0a2e-4405-93db-209befb51a65 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Deep hashing network for unsupervised domain adaptation,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2d7c53cd-fb69-4bf7-8542-b967c6aeae24 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Recognition in terra incognita,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 330fc483-4b76-4ad1-9a3f-eaeb394414af · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Sharpness-aware gradient matching for domain generalization,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2e60600f-ae72-47d5-a62c-f844f9cfa537 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Dynamic loss for robust learning,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 78c8534a-12eb-4739-ac0e-56ef0bb261ab · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Report on the 11th iwslt evaluation campaign, iwslt 2014,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 450e2462-34fe-4d5c-8f37-5a92f1ab48d8 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization The break-even point on optimiza- tion trajectories of deep neural networks
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1773e90d-85b4-4699-9b0b-4bce5b3c494e · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization An investigation into neural net optimization via hessian eigenvalue density
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 74dc1ef3-68d1-4414-a43e-a99330c75458 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Visu- alizing the loss landscape of neural nets,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f3b02148-0758-4b4e-8f06-dcb62fd97084 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Three Factors Influencing Minima in SGD
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac7c04a6-4f66-419e-989b-f123b4dce0b9 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Computing nonvacuous generalization bounds for deep (stochastic) neural networks with many more parameters than training data,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9b72f950-743e-4882-8a76-61b7b540803e · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Exploring generalization in deep learning
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f8c66afc-1fcf-40ce-b4e7-93d9673c6b27 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization On the generalization of models trained with sgd: Information-theoretic bounds and impli- cations,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ed41777a-ab79-4631-8b5d-08a4cc9bd2ab · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Averaging weights leads to wider optima and better generalization,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1b515a27-19ee-4e4b-b0f6-6251435989c5 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Adversarial weight per- turbation helps robust generalization,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 36fa7176-81e5-4862-9448-4d7df5200040 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Penalizing gradient norm for efficiently improving generalization in deep learning,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b3774b03-1c10-4b82-9bb5-dedb5d441123 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Implicit gradient regulariza- tion,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 73f34713-0f92-471b-9806-d29fea42005a · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Exploring the Effect of Multi-step Ascent in Sharpness-Aware Minimization
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9929a0b2-4f8b-4f8e-b1bd-111ee4b8a846 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Stochastic con- ditional gradient methods: From convex minimization to submodular maximization,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b41addae-29d3-45c0-a469-802e78c5e4f3 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Accelerating Frank- Wolfe with weighted average gradients,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 226e8cd7-45cd-42a2-960d-8d6585639715 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Heavy ball momentum for conditional gradient,
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e48023d-d671-4661-87de-237c418d2d27 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Understanding and increas- ing efficiency of Frank-Wolfe adversarial training,
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 38209de2-c405-41e1-bd09-714c173accff · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization A momentum-guided Frank-Wolfe algorithm,
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 15d876f0-746e-4c75-8edd-c134de922df8 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Enhancing Frank-Wolfe with an extra subproblem,
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6e40ece2-246b-4b7c-9e01-7838826f6521 · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Accelerated stochastic gradient-free and projection-free methods,
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8cedb89a-5796-473b-94a5-19dfb807e53e · outbound
VASSO: Variance Suppression for Sharpness-Aware Minimization Scaling is used to vary the SNR
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.