Paper Citation Record · LEDGER

Fantastic Generalization Measures and Where to Find Them

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 30 inbound Pith citation observations for arXiv:1912.02178.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1912.02178 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 30 of 30 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T05:08:40.743685Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T11:19:48.948516Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 11998d94-c2cc-431c-95d2-4aed8c9b68bf · inbound

Sharpness-Aware Minimization for Efficiently Improving Generalization cites this paper.

Sharpness-Aware Minimization for Efficiently Improving Generalization Fantastic Generalization Measures and Where to Find Them

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T20:13:53.474982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3dd4b238-e872-4456-8f46-23f5f9a06770 · inbound

Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets cites this paper.

Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets Fantastic Generalization Measures and Where to Find Them

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:28:53.460415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 229c4bbf-7c85-4e4e-92a9-90dfa5cb44db · inbound

Monge SAM: Robust Reparameterization-Invariant Sharpness-Aware Minimization Based on Loss Geometry cites this paper.

Monge SAM: Robust Reparameterization-Invariant Sharpness-Aware Minimization Based on Loss Geometry Fantastic Generalization Measures and Where to Find Them

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T05:08:40.743685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3778d96-aa0b-47b2-b6a2-3f7e76d3a5a5 · inbound

PLayer-FL: A Principled Approach to Personalized Layer-wise Cross-Silo Federated Learning cites this paper.

PLayer-FL: A Principled Approach to Personalized Layer-wise Cross-Silo Federated Learning Fantastic Generalization Measures and Where to Find Them

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T23:36:53.714535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e643366a-9d9e-475e-bfa6-68f18b6b96f2 · inbound

AI-in-the-Loop Sensing and Communication Joint Design for Edge Intelligence cites this paper.

AI-in-the-Loop Sensing and Communication Joint Design for Edge Intelligence Fantastic Generalization Measures and Where to Find Them

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T19:06:34.793914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f245b3b7-f654-4363-ab3e-915811455403 · inbound

One task to rule them all: A closer look at traffic classification generalizability cites this paper.

One task to rule them all: A closer look at traffic classification generalizability Fantastic Generalization Measures and Where to Find Them

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T19:08:51.299457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45ed7778-fedb-45a1-9e6f-f15c81dd3504 · inbound

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving cites this paper.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Fantastic Generalization Measures and Where to Find Them

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:16.144803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0ea386a-4a3c-4969-97d9-c9ea1bd56077 · inbound

VASSO: Variance Suppression for Sharpness-Aware Minimization cites this paper.

VASSO: Variance Suppression for Sharpness-Aware Minimization Fantastic Generalization Measures and Where to Find Them

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T11:42:45.596553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 352fd9d4-b7de-4a55-82d3-855098ac7f82 · inbound

How Far Are We from True Unlearnability? cites this paper.

How Far Are We from True Unlearnability? Fantastic Generalization Measures and Where to Find Them

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T21:26:54.798785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2acb9a35-bf1f-4494-80f0-d032b507f007 · inbound

An Information-Theoretic Analysis of OOD Generalization in Meta-Reinforcement Learning cites this paper.

An Information-Theoretic Analysis of OOD Generalization in Meta-Reinforcement Learning Fantastic Generalization Measures and Where to Find Them

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T03:52:22.074069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 94ee8be6-d2e5-4b3f-98fa-9570cb6475b2 · inbound

Automatic Stability and Recovery for Neural Network Training cites this paper.

Automatic Stability and Recovery for Neural Network Training Fantastic Generalization Measures and Where to Find Them

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T08:19:52.333199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afa59acb-1b5f-406f-a3ae-f777eb61675a · inbound

Decentralized SGD with Controlled Disagreement Finds Flatter Minima cites this paper.

Decentralized SGD with Controlled Disagreement Finds Flatter Minima Fantastic Generalization Measures and Where to Find Them

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T05:17:28.359727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af016d18-9411-470d-9135-74f150fcd6f8 · inbound

Robust Policy Optimization to Prevent Catastrophic Forgetting cites this paper.

Robust Policy Optimization to Prevent Catastrophic Forgetting Fantastic Generalization Measures and Where to Find Them

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T05:37:24.235960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation df488607-ed6f-444f-b791-392d420525b1 · inbound

Generalization at the Edge of Stability cites this paper.

Generalization at the Edge of Stability Fantastic Generalization Measures and Where to Find Them

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-10T02:38:17.403590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d148858e-ac61-4bee-acd5-5589ef74e1e4 · inbound

MER-DG: Modality-Entropy Regularization for Multimodal Domain Generalization cites this paper.

MER-DG: Modality-Entropy Regularization for Multimodal Domain Generalization Fantastic Generalization Measures and Where to Find Them

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:26:04.537538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ebba7117-c02a-46c9-a696-9eeec8d8ebff · inbound

Flatness and Gradient Alignment Are Both Necessary: Spectral-Aware Gradient-Aligned Exploration for Multi-Distribution Learning cites this paper.

Flatness and Gradient Alignment Are Both Necessary: Spectral-Aware Gradient-Aligned Exploration for Multi-Distribution Learning Fantastic Generalization Measures and Where to Find Them

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T03:20:55.400516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 097e5dfe-22a9-4ec7-95fc-741c6a6f8f2f · inbound

Flatness and Gradient Alignment Are Both Necessary: Spectral-Aware Gradient-Aligned Exploration for Multi-Distribution Learning cites this paper.

Flatness and Gradient Alignment Are Both Necessary: Spectral-Aware Gradient-Aligned Exploration for Multi-Distribution Learning Fantastic Generalization Measures and Where to Find Them

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T14:40:05.855458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfe9dd88-ff33-4a94-9663-b9fa2f439007 · inbound

TopoGeoScore: A Self-Supervised Source-Only Geometric Framework for OOD Checkpoint Selection cites this paper.

TopoGeoScore: A Self-Supervised Source-Only Geometric Framework for OOD Checkpoint Selection Fantastic Generalization Measures and Where to Find Them

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:26:24.528032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 23e34494-d3e8-4b9c-b543-32a5ff3d5b13 · inbound

Policy Optimization in Hybrid Discrete-Continuous Action Spaces via Mixed Gradients cites this paper.

Policy Optimization in Hybrid Discrete-Continuous Action Spaces via Mixed Gradients Fantastic Generalization Measures and Where to Find Them

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:13:30.191357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7f3f568e-ec1e-442a-83e5-3e8b28ecd4ee · inbound

Characterizing Learning in Deep Neural Networks using Tractable Algorithmic Complexity Analysis cites this paper.

Characterizing Learning in Deep Neural Networks using Tractable Algorithmic Complexity Analysis Fantastic Generalization Measures and Where to Find Them

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:29:00.006559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 422dd8f8-4b16-431a-b698-f5dff3eebdb0 · inbound

Differentiable Optimization Layers for Guaranteed Fairness in Deep Learning cites this paper.

Differentiable Optimization Layers for Guaranteed Fairness in Deep Learning Fantastic Generalization Measures and Where to Find Them

Reference 108

Resolution: verified exact; arxiv_id, observed 2026-05-20T15:08:24.796977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e8da72fa-07de-42a2-8fad-fe634675d51b · inbound

Pointwise Generalization in Deep Neural Networks cites this paper.

Pointwise Generalization in Deep Neural Networks Fantastic Generalization Measures and Where to Find Them

Reference 102

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:38:16.934712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 56df1e47-3eb7-4d88-b8fe-8542a4f38a24 · inbound

Trajectory-Based Difficulty Scoring for Reliable Learning on Tabular Data cites this paper.

Trajectory-Based Difficulty Scoring for Reliable Learning on Tabular Data Fantastic Generalization Measures and Where to Find Them

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T14:54:45.525577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb86c984-1cb0-41d4-8f3d-275836d66b21 · inbound

Quantifying and Optimizing Simplicity via Polynomial Representations cites this paper.

Quantifying and Optimizing Simplicity via Polynomial Representations Fantastic Generalization Measures and Where to Find Them

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T07:13:16.325818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e1f19f9b-26f5-4e7c-8f38-750eb37e9b06 · inbound

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning cites this paper.

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning Fantastic Generalization Measures and Where to Find Them

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-07-04T09:59:44.902821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 69c2644f-4f3a-4062-82aa-d9219eb787f8 · inbound

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning cites this paper.

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning Fantastic Generalization Measures and Where to Find Them

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-07-01T18:55:59.631796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 80e45071-4096-44dc-99d6-1027caf35cf3 · inbound

Flatness Preserves Instruction Following in Vision-Language-Action Models cites this paper.

Flatness Preserves Instruction Following in Vision-Language-Action Models Fantastic Generalization Measures and Where to Find Them

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-04T11:19:48.951638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8b39bf7b-906f-401c-b829-00ed424f949e · inbound

Characterizing Optimizer-Dependent Training Dynamics Through Hessian Eigenvector Displacement and Localization cites this paper.

Characterizing Optimizer-Dependent Training Dynamics Through Hessian Eigenvector Displacement and Localization Fantastic Generalization Measures and Where to Find Them

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T07:54:21.738358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 69f449ae-a6e7-493f-b30a-cdef1861b5a5 · inbound

Gradient-Energy Guided Block-Wise Perturbations for Sharpness-Aware Minimization cites this paper.

Gradient-Energy Guided Block-Wise Perturbations for Sharpness-Aware Minimization Fantastic Generalization Measures and Where to Find Them

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T22:36:55.619690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de404790-1ab5-47b1-b6b1-32fc668282c1 · inbound

On the Implicit Flatness Bias of Sharpness-Aware Minimization: A Linear Stability Analysis with Quantitative Hyperparameter Bounds cites this paper.

On the Implicit Flatness Bias of Sharpness-Aware Minimization: A Linear Stability Analysis with Quantitative Hyperparameter Bounds Fantastic Generalization Measures and Where to Find Them

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-05T23:50:50.353702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.