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Paper Citation Record · LEDGER

Probabilistic Concept Bottleneck Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2306.01574.

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

pith.paper-citation-record.v1
2306.01574 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T16:21:13.489832Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T08:06:48.161164Z

Reference resolution

0 of 0 outbound references displayed

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  • verified fuzzy0
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  • 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 01f12709-c528-4f43-a40c-226593ef5420 · inbound

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model cites this paper.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Probabilistic Concept Bottleneck Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-09T16:21:13.489832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:21:13.489832Z digest=sha256:94660330627810b4be9251d5ee54249136087c33a3e39bf6f75c8d39da53ae2e

Observation 9c80503a-f076-4183-9361-fc57fd6e2b5a · inbound

Enhancing Performance of Explainable AI Models with Constrained Concept Refinement cites this paper.

Enhancing Performance of Explainable AI Models with Constrained Concept Refinement Probabilistic Concept Bottleneck Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-08T14:27:38.396596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:27:38.396596Z digest=sha256:f925cd19dd3bd3186de040692a5148c99303cf1884bedbc3db274acbe26f44bc

Observation 39836d36-c93b-413d-b3cb-345410f5778a · inbound

A Comprehensive Survey on the Risks and Limitations of Concept-based Models cites this paper.

A Comprehensive Survey on the Risks and Limitations of Concept-based Models Probabilistic Concept Bottleneck Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T14:24:33.381480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:24:33.381480Z digest=sha256:d71d527e8eed586d001b4fe9acd9e8d401b8302a7622d7575e6e6bd9fe95d531

Observation 66dd914a-332e-4ddc-846a-6d2333ec6c66 · inbound

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification cites this paper.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Probabilistic Concept Bottleneck Models

Reference 9

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unresolved
no resolver link, observed 2026-08-07T00:49:51.476388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:49:51.476388Z digest=sha256:de77a7460ee03c32d7c21cfe4ef5212a5173acba32a987ba5846dbda0f38a938

Observation 9077fc3d-899d-40fc-b551-a207cbea1ddd · inbound

A Concept-based approach to Voice Disorder Detection cites this paper.

A Concept-based approach to Voice Disorder Detection Probabilistic Concept Bottleneck Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T14:49:52.272953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:49:52.272953Z digest=sha256:ba6a041cc43edfcb2cea7cff21717c86b78cf971d6547d06cab2521fe1b9bad5

Observation 29809db2-ac7d-47d4-80eb-a7b15bf2f0d0 · inbound

A Tool Bottleneck Framework for Clinically-Informed and Interpretable Medical Image Understanding cites this paper.

A Tool Bottleneck Framework for Clinically-Informed and Interpretable Medical Image Understanding Probabilistic Concept Bottleneck Models

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-03T14:10:17.305159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:10:17.305159Z digest=sha256:90c914c62439593efe854285bd0a6d210f08631e7c2f09074505b24d282ac4e1

Observation c8dad79b-280f-4859-a7a6-df9d88ceeb9e · inbound

CLIF: Concept-Level Influence Functions for Transparent Bottleneck Models cites this paper.

CLIF: Concept-Level Influence Functions for Transparent Bottleneck Models Probabilistic Concept Bottleneck Models

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T06:23:05.397623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T06:22:28.016587Z digest=sha256:863a09ec620fc318d72d75a07e8a1bfa6b5e40341357c0141cd9901820c3e958

Observation 29f57828-182a-49e5-9699-44990ac79a58 · inbound

SynCB: A Synergy Concept-Based Model with Dynamic Routing Between Concepts and Complementary Neural Branches cites this paper.

SynCB: A Synergy Concept-Based Model with Dynamic Routing Between Concepts and Complementary Neural Branches Probabilistic Concept Bottleneck Models

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-21T05:49:41.002105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-21T05:46:42.018851Z digest=sha256:390326c47d4dffc23c1d64f41a535886700b7315d21bd7a64d83603ea8462724

Observation dac87cea-f782-4c56-aee9-3d72fb175139 · inbound

When Interpretability Becomes a Liability: Adversarial Attacks on CBM Concept Layers cites this paper.

When Interpretability Becomes a Liability: Adversarial Attacks on CBM Concept Layers Probabilistic Concept Bottleneck Models

Reference 11

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T23:04:02.120358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T22:58:26.138217Z digest=sha256:eef0f9fcae00330808b5a749c42d03c6f15de86bffd265f68dde619c5ebc0865

Observation 82a813cc-11f5-4cb3-98fd-24f1acd185dc · inbound

Learning Label-Efficient Interpretable Medical Image Diagnosis via Semi-supervised Hypergraph Concept Bottleneck Model cites this paper.

Learning Label-Efficient Interpretable Medical Image Diagnosis via Semi-supervised Hypergraph Concept Bottleneck Model Probabilistic Concept Bottleneck Models

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-07-01T22:36:17.930290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-28T15:09:24.772602Z digest=sha256:8ef4db9d82432f09f199a800c44a5d6ff84251aaf144cc9d4518002be4022f1b

Observation e8254cec-428e-4d77-ade2-9bbe9c399373 · inbound

Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models cites this paper.

Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models Probabilistic Concept Bottleneck Models

Reference 46

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T06:16:43.813341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-28T07:27:56.163337Z digest=sha256:5fc3db77a496cab238b51ca2e358a3151cffaf0e2bd4c3657b6da8ffcc08c37c

Observation 26b8459c-bb83-43eb-93c9-06c06cb4e1b8 · inbound

Formal Concept Lattices are Good Semantic Scaffolds for Concept-Based Learning cites this paper.

Formal Concept Lattices are Good Semantic Scaffolds for Concept-Based Learning Probabilistic Concept Bottleneck Models

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T08:06:48.162527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-28T06:22:04.239926Z digest=sha256:d2dd4cbeea61d80eaa08ad7b0c172ff277c6665b36e60a0ecd56eb459af10319

Observation 33d69b0f-719b-415f-b517-c7f8c508a2b6 · inbound

ConceptSMILE: Auditing the Trustworthiness of Concept-Based Explainable AI cites this paper.

ConceptSMILE: Auditing the Trustworthiness of Concept-Based Explainable AI Probabilistic Concept Bottleneck Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-13T01:29:02.336552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:29:02.336552Z digest=sha256:53c976709978e06ab63dce66a48e1cf2d686b86ab1c76d4919ec81df455706d0