Paper Citation Record · LEDGER

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

As of 10 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2502.01191.

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

pith.paper-citation-record.v1
2502.01191 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T16:21:13.551023Z

measured 28 of 28 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

verified exact3
verified fuzzy6
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 11b5d12e-d8c2-42f3-a980-b0e36e7b0715 · outbound

This paper cites write newline.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.450710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a20e466-b601-4b9b-ac74-f3e5ceba5d94 · outbound

This paper cites Representation learning: A review and new perspectives.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Representation learning: A review and new perspectives

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.455940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbd2bf00-03ae-44ec-8e68-d8d48a47a707 · outbound

This paper cites Infogan: Interpretable representation learning by information maximizing generative adversarial nets.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Infogan: Interpretable representation learning by information maximizing generative adversarial nets

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.459723Z

Source-reported events for the cited work

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Observation 3c665d4e-fbb9-48a1-833c-129215be26ca · outbound

This paper cites C., and Wen, B.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model C., and Wen, B

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.463894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c175aeb9-65ce-4d27-b100-ec3229ed76db · outbound

This paper cites Towards a Deeper Understanding of Concept Bottleneck Models Through End-to-End Explanation.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Towards a Deeper Understanding of Concept Bottleneck Models Through End-to-End Explanation

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-09T16:21:13.837232Z

Source-reported events for the cited work

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Observation 86d9325f-768f-4485-bdbc-ce95f0d397f0 · outbound

This paper cites Measuring statistical dependence with hilbert-schmidt norms.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Measuring statistical dependence with hilbert-schmidt norms

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.471362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc9fa9e5-f7ff-44f6-8a4b-e7b347f0289a · outbound

This paper cites Addressing leakage in concept bottleneck models.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Addressing leakage in concept bottleneck models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.475205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78634149-b1e9-4587-b36d-1b4b31568638 · outbound

This paper cites Deep residual learning for image recognition.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Deep residual learning for image recognition

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.479570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d99982f0-b208-4ca5-a30c-e0271ba55770 · outbound

This paper cites Towards a Definition of Disentangled Representations.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Towards a Definition of Disentangled Representations

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.483077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3ab92ac-7d5c-49bd-826d-ad254ac94180 · outbound

This paper cites Ib-gan: Disentangled representation learning with information bottleneck generative adversarial networks.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Ib-gan: Disentangled representation learning with information bottleneck generative adversarial networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.486633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01f12709-c528-4f43-a40c-226593ef5420 · outbound

This paper cites Probabilistic Concept Bottleneck Models.

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.

Observation 33da37b2-2845-4677-926a-444917d1bbf6 · outbound

This paper cites W., Nguyen, T., Tang, Y.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model W., Nguyen, T., Tang, Y

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.494557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b468bf73-a093-48f9-8d6b-b4f841d98b79 · outbound

This paper cites Oogan: Disentangling gan with one-hot sampling and orthogonal regularization.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Oogan: Disentangling gan with one-hot sampling and orthogonal regularization

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:21:13.946285Z

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.

Observation ab001dc3-972a-465c-8d40-c75a6f254de6 · outbound

This paper cites Activity image-to-video retrieval by disentangling appearance and motion.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Activity image-to-video retrieval by disentangling appearance and motion

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.501214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3a53910-e88a-480e-9b71-82bc2d86c2d7 · outbound

This paper cites Deep learning face attributes in the wild.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Deep learning face attributes in the wild

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.504496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 959d1b59-4b21-4332-a6c2-48abd5d0615f · outbound

This paper cites Promises and Pitfalls of Black-Box Concept Learning Models.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Promises and Pitfalls of Black-Box Concept Learning Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.507624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fe456a0-37f5-43d7-ab89-776693cf5414 · outbound

This paper cites Do Concept Bottleneck Models Learn as Intended?.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Do Concept Bottleneck Models Learn as Intended?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.511622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1c4c6ed-d953-4149-a876-ea27a2f58f64 · outbound

This paper cites and Ebrahimi Kahou, S.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model and Ebrahimi Kahou, S

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:21:13.919377Z

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.

Observation f0195e88-3f8c-4abe-897b-3cb2e35080c3 · outbound

This paper cites Robustly disentangled causal mechanisms: Validating deep representations for interventional robustness.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Robustly disentangled causal mechanisms: Validating deep representations for interventional robustness

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:21:13.908468Z

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.

Observation dbf1f430-fba0-42ce-ae6b-9295e579b6e5 · outbound

This paper cites Disentangled representation learning gan for pose-invariant face recognition.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Disentangled representation learning gan for pose-invariant face recognition

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.523107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81fdd407-57d0-4444-967e-c8fcab600b8e · outbound

This paper cites Disentangling instructive information from ranked multiple candidates for multi-document scientific summarization.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Disentangling instructive information from ranked multiple candidates for multi-document scientific summarization

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:21:13.886361Z

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.

Observation fcba5b95-ae33-4919-8ff4-67859693a7e0 · outbound

This paper cites Caltech-ucsd birds 200.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Caltech-ucsd birds 200

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:21:13.874338Z

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.

Observation fe4be553-b852-4718-a853-b635927d285d · outbound

This paper cites Improving Robustness and Generality of NLP Models Using Disentangled Representations.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Improving Robustness and Generality of NLP Models Using Disentangled Representations

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-09T16:21:13.778304Z

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.

Observation 0a6e0cc6-c5af-4fd6-b098-f55df02103d8 · outbound

This paper cites H., Schiele, B., and Akata, Z.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model H., Schiele, B., and Akata, Z

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.536579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bedec56-d96c-4936-8ab1-295bf7099175 · outbound

This paper cites Multi-vae: Learning disentangled view-common and view-peculiar visual representations for multi-view clustering.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Multi-vae: Learning disentangled view-common and view-peculiar visual representations for multi-view clustering

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:21:13.856449Z

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.

Observation e069c331-4b33-4d62-86de-1ce43445a11d · outbound

This paper cites Post-hoc Concept Bottleneck Models.

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

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.543844Z

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Unavailable: canonical work link unavailable.

Observation 0f0ac22e-3b91-42cf-8460-7867a4b9f2a8 · outbound

This paper cites E., Barbiero, P., Ciravegna, G., Marra, G., Giannini, F., Diligenti, M., Precioso, F., Melacci, S., Weller, A., Lio, P., et al.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model E., Barbiero, P., Ciravegna, G., Marra, G., Giannini, F., Diligenti, M., Precioso, F., Melacci, S., Weller, A., Lio, P., et al

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T16:21:13.547370Z

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Observation c2684e8e-4a71-4358-8abf-adaf63cadcdf · outbound

This paper cites Places: A 10 million image database for scene recognition.

Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Places: A 10 million image database for scene recognition

Reference 28

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T16:21:13.748795Z

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.

Pith citing papers

No inbound Pith citation observations are available.