Paper Citation Record · LEDGER

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration

As of 19 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2504.13717.

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

pith.paper-citation-record.v1
2504.13717 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:07:51.902403Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T18:52:41.486444Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

verified exact1
verified fuzzy25
unresolved13
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f4c54169-4ca6-4da8-b4ad-bd9fe8729364 · outbound

This paper cites Multi-view adversarial discriminator: Mine the non-causal factors for object detection in unseen domains.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Multi-view adversarial discriminator: Mine the non-causal factors for object detection in unseen domains

Reference 482

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.390853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ec7cd364-e256-4865-a1b8-90447a746153 · outbound

This paper cites Novel robust automatic brain-tumor detection and segmentation using magnetic resonance imaging.IEEE Sensors Journal, 2024.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Novel robust automatic brain-tumor detection and segmentation using magnetic resonance imaging.IEEE Sensors Journal, 2024

Reference 483

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.380645Z

Source-reported events for the cited work

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Observation 96617bc6-392b-4c49-a15e-d8a0c4222b56 · outbound

This paper cites Cine cardiac mri reconstruction using a convolutional recurrent network with refinement.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Cine cardiac mri reconstruction using a convolutional recurrent network with refinement

Reference 484

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.369848Z

Source-reported events for the cited work

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Observation 7d6b86d0-4330-4b73-ac49-c1a8125fa17c · outbound

This paper cites Epvt: Environment-aware prompt vision transformer for domain generalization in skin lesion recognition.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Epvt: Environment-aware prompt vision transformer for domain generalization in skin lesion recognition

Reference 485

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.358875Z

Source-reported events for the cited work

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Observation a670b766-9591-415d-b675-2a2d542cfc71 · outbound

This paper cites Melanoma recognition via visual attention.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Melanoma recognition via visual attention

Reference 486

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.347343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d27bbe37-dd55-4492-89aa-189578adbe33 · outbound

This paper cites Lung nodule detection algorithm based on rank correlation causal structure learning.Expert Systems with Applications, 216:119381, 2023.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Lung nodule detection algorithm based on rank correlation causal structure learning.Expert Systems with Applications, 216:119381, 2023

Reference 487

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.336497Z

Source-reported events for the cited work

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Observation 9f400f41-bc72-4c45-8771-89189c903fe4 · outbound

This paper cites Algorithmic Foundations of Empirical X-risk Minimization.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Algorithmic Foundations of Empirical X-risk Minimization

Reference 488

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:51.778088Z

Source-reported events for the cited work

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Observation d1967dfc-3058-40bc-a85a-6a78fb1e7522 · outbound

This paper cites An interpretable unsupervised bayesian network model for fault detection and diagnosis.Control Engineering Practice, 127:105304, 2022.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration An interpretable unsupervised bayesian network model for fault detection and diagnosis.Control Engineering Practice, 127:105304, 2022

Reference 489

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.324665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 826fafa7-af92-45fd-8d24-a0ae29d2da3e · outbound

This paper cites an unresolved cited work.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Unresolved cited work

Reference 490

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:07:52.314196Z

Source-reported events for the cited work

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Observation 28bd0018-fddb-4b77-a6bb-3e038f23cb93 · outbound

This paper cites Unifying Causal Representation Learning with the Invariance Principle.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Unifying Causal Representation Learning with the Invariance Principle

Reference 491

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:51.790284Z

Source-reported events for the cited work

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Observation 8580c505-42b1-4401-b3e2-9f68cf200ede · outbound

This paper cites Causal markov blanket representation learning for out-of-distribution generalization.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Causal markov blanket representation learning for out-of-distribution generalization

Reference 492

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.302309Z

Source-reported events for the cited work

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Observation 62a50e79-b49a-4364-be4c-9085dc1c6862 · outbound

This paper cites Understanding Neural Networks Through Deep Visualization.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Understanding Neural Networks Through Deep Visualization

Reference 493

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:51.799238Z

Source-reported events for the cited work

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Observation c6067777-1c6d-4488-86fa-b4526bc34877 · outbound

This paper cites Elsevier Health Sciences, 2013.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Elsevier Health Sciences, 2013

Reference 494

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.290563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 865297ea-afa8-4dd5-a4cb-0458672bd60e · outbound

This paper cites A super-resolution network for medical imaging via transformation analysis of wavelet multi-resolution.Neural Networks, 166:162–173, 2023.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration A super-resolution network for medical imaging via transformation analysis of wavelet multi-resolution.Neural Networks, 166:162–173, 2023

Reference 495

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.278892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5bed30e8-d983-4805-b7c7-09ce3c0e100a · outbound

This paper cites Po-1794 features robustness in the radiomic workflow: the impact of software choice on feature variability.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Po-1794 features robustness in the radiomic workflow: the impact of software choice on feature variability

Reference 496

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.267732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 78ba80bd-3095-410f-9a67-7d39c1e3d86b · outbound

This paper cites An interpretable approach to automated severity scoring in pelvic trauma.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration An interpretable approach to automated severity scoring in pelvic trauma

Reference 497

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.256383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 53f06852-2653-4725-a042-8c7225670920 · outbound

This paper cites Scientific exploration and explainable artificial intelligence.Minds and Machines, 32(1):219–239, 2022.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Scientific exploration and explainable artificial intelligence.Minds and Machines, 32(1):219–239, 2022

Reference 498

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.243789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 25b5636a-fe09-4daf-a246-8ed4d825195c · outbound

This paper cites A Survey on Causal Reinforcement Learning.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration A Survey on Causal Reinforcement Learning

Reference 499

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Source-reported events for the cited work

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Observation 39875e4a-cc68-4c86-90e8-1bac9a016a96 · outbound

This paper cites Review of shape representation and description techniques.Pattern Recognition, 37(1):1–19, 2004.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Review of shape representation and description techniques.Pattern Recognition, 37(1):1–19, 2004

Reference 500

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.231428Z

Source-reported events for the cited work

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Observation d48cc687-a868-4a53-ba54-dc35b034e6c6 · outbound

This paper cites Causal intervention for weakly-supervised semantic segmentation.Advances in Neural Information Processing Systems, 33:655–666, 2020.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Causal intervention for weakly-supervised semantic segmentation.Advances in Neural Information Processing Systems, 33:655–666, 2020

Reference 501

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.219806Z

Source-reported events for the cited work

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Observation 817a0b5d-1d37-48df-99dc-9d8b551c9c6e · outbound

This paper cites Identifiability guarantees for causal disentanglement from soft interventions.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Identifiability guarantees for causal disentanglement from soft interventions

Reference 502

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.207585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 40112524-a761-4000-901e-ce7904b2a679 · outbound

This paper cites Towards Causal Foundation Model: on Duality between Causal Inference and Attention.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Towards Causal Foundation Model: on Duality between Causal Inference and Attention

Reference 503

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:51.835732Z

Source-reported events for the cited work

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Observation d9161f70-e67c-45f6-8325-a036cf758770 · outbound

This paper cites Learning towards synchronous network memorizability and generalizability for continual segmentation across multiple sites.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Learning towards synchronous network memorizability and generalizability for continual segmentation across multiple sites

Reference 504

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.195033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5e6db026-ec0f-451e-bf6b-61f562cfa6bf · outbound

This paper cites Coping with Label Shift via Distributionally Robust Optimisation.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Coping with Label Shift via Distributionally Robust Optimisation

Reference 505

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:51.842954Z

Source-reported events for the cited work

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Observation 43a012fe-f3e6-4ee8-8a7e-6795e89b1016 · outbound

This paper cites Causal Representation Learning from Multiple Distributions: A General Setting.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Causal Representation Learning from Multiple Distributions: A General Setting

Reference 506

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:51.846715Z

Source-reported events for the cited work

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Observation ef97cf7b-283f-4284-a445-5807ce22d0f8 · outbound

This paper cites Putting visual object recognition in context.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Putting visual object recognition in context

Reference 507

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:51.850412Z

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Observation dc81d3b5-0353-4674-99ac-106475e8ab01 · outbound

This paper cites Personalized latent structure learning for recommendation.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(8):10285–10299, 2023.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Personalized latent structure learning for recommendation.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(8):10285–10299, 2023

Reference 508

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.176707Z

Source-reported events for the cited work

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Observation 4ad64713-b7cc-46af-9b8e-1dc7d9f17e78 · outbound

This paper cites Out-of-Distribution Generalized Dynamic Graph Neural Network with Disentangled Intervention and Invariance Promotion.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Out-of-Distribution Generalized Dynamic Graph Neural Network with Disentangled Intervention and Invariance Promotion

Reference 509

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:51.861899Z

Source-reported events for the cited work

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Observation bcbe02aa-c4e9-4fbc-9411-56cb4d4b43e7 · outbound

This paper cites Explainable contrastive multiview graph representation of brain, mind, and behavior.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Explainable contrastive multiview graph representation of brain, mind, and behavior

Reference 510

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.165242Z

Source-reported events for the cited work

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Observation a4bbd4c6-c689-461a-88c0-9e79e7db0268 · outbound

This paper cites Disentangling site effects with cycle-consistent adversarial autoencoder for multi-site cortical data harmonization.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Disentangling site effects with cycle-consistent adversarial autoencoder for multi-site cortical data harmonization

Reference 511

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.153515Z

Source-reported events for the cited work

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Observation 925f6d55-5e48-4373-a02d-de6499233a2c · outbound

This paper cites Causal-learn: Causal discovery in python.Journal of Machine Learning Research, 25(60):1–8, 2024.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Causal-learn: Causal discovery in python.Journal of Machine Learning Research, 25(60):1–8, 2024

Reference 512

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.142076Z

Source-reported events for the cited work

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Observation f6c27a52-5de6-4c73-9ffb-c751c65ad7f7 · outbound

This paper cites Emerging Synergies in Causality and Deep Generative Models: A Survey.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Emerging Synergies in Causality and Deep Generative Models: A Survey

Reference 513

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:51.876684Z

Source-reported events for the cited work

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Observation 6e740b71-025f-48ef-afc4-3f95b191659b · outbound

This paper cites Chest radiograph disentanglement for covid-19 outcome prediction.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Chest radiograph disentanglement for covid-19 outcome prediction

Reference 514

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.130280Z

Source-reported events for the cited work

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Observation 35b395ba-89f9-4c9f-b050-4505481b6fbd · outbound

This paper cites Learning with domain-knowledge for generalizable prediction of alzheimer’s disease from multi-site structural mri.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Learning with domain-knowledge for generalizable prediction of alzheimer’s disease from multi-site structural mri

Reference 515

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.117529Z

Source-reported events for the cited work

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Observation e532bd77-bb68-40a8-9e6a-81e73dcdbacd · outbound

This paper cites Counterfactual Fairness by Combining Factual and Counterfactual Predictions.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Counterfactual Fairness by Combining Factual and Counterfactual Predictions

Reference 516

Resolution: verified exact; local_arxiv, observed 2026-08-16T12:07:51.944535Z

Source-reported events for the cited work

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Observation 5e27b546-c2c3-42e3-989b-55a2e249b7af · outbound

This paper cites How well do feature visualizations support causal understanding of cnn activations? Advances in Neural Information Processing Systems, 34:11730–11744, 2021.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration How well do feature visualizations support causal understanding of cnn activations? Advances in Neural Information Processing Systems, 34:11730–11744, 2021

Reference 517

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.105345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1800b1d7-4eb7-4293-bd03-36cdb344a9b3 · outbound

This paper cites Edge detection techniques-an overview.Pattern Recognition and Image Analysis: Advances in Mathematical Theory and Applications, 8(4):537–559, 1998.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Edge detection techniques-an overview.Pattern Recognition and Image Analysis: Advances in Mathematical Theory and Applications, 8(4):537–559, 1998

Reference 518

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:52.092701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 06cf8e24-d8b5-4c2d-b7a2-a5022952ad01 · outbound

This paper cites an unresolved cited work.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Unresolved cited work

Reference 519

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:07:52.077501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eb98b97f-a069-4abe-af6c-e0d82dbf3a35 · outbound

This paper cites an unresolved cited work.

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration Unresolved cited work

Reference 520

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:07:52.064336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 65f4b411-4e16-4be5-8059-e0eddbf15df4 · inbound

Causal Transfer in Medical Image Analysis cites this paper.

Causal Transfer in Medical Image Analysis Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-13T18:52:41.486444Z

Source-reported events for the cited work

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