Paper Citation Record · LEDGER

DCBM: Data-Efficient Visual Concept Bottleneck Models

As of 19 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 2 inbound Pith citation observations for arXiv:2412.11576.

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

pith.paper-citation-record.v1
2412.11576 v3

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:53:00.728545Z

measured 74 of 74 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:24:28.502441Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T21:49:05.265568Z

Reference resolution

72 of 72 outbound references displayed

verified exact2
verified fuzzy58
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2107fa27-7d10-432d-a643-4c26a79044b3 · outbound

This paper cites write newline.

DCBM: Data-Efficient Visual Concept Bottleneck Models write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:00.559054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eb21bae-811d-4c9a-86fa-2dff79cf4626 · outbound

This paper cites and Jaakkola, T.

DCBM: Data-Efficient Visual Concept Bottleneck Models and Jaakkola, T

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.232034Z

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 df686b54-1426-4549-b751-e3f5f8a02f1f · outbound

This paper cites Convolutional dynamic alignment networks for interpretable classifications.

DCBM: Data-Efficient Visual Concept Bottleneck Models Convolutional dynamic alignment networks for interpretable classifications

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.225485Z

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 30b93a0b-9e4e-4319-8171-0b21998546ff · outbound

This paper cites B-cos networks: Alignment is all we need for interpretability.

DCBM: Data-Efficient Visual Concept Bottleneck Models B-cos networks: Alignment is all we need for interpretability

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.219213Z

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 be53f92f-cfba-441d-9cf2-d9bd51535d01 · outbound

This paper cites End-to-end object detection with transformers.

DCBM: Data-Efficient Visual Concept Bottleneck Models End-to-end object detection with transformers

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.212804Z

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 5a493d22-a836-46b9-af1a-2be264cfd87c · outbound

This paper cites Generic attention-model explainability for interpreting bi-modal and encoder-decoder transformers.

DCBM: Data-Efficient Visual Concept Bottleneck Models Generic attention-model explainability for interpreting bi-modal and encoder-decoder transformers

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.206335Z

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 598a014b-7478-4a36-9dc3-d666b40c12d7 · outbound

This paper cites an unresolved cited work.

DCBM: Data-Efficient Visual Concept Bottleneck Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:53:01.199369Z

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 d550c88c-100a-4a47-9a0e-18922af19d59 · outbound

This paper cites Detect what you can: Detecting and representing objects using holistic models and body parts.

DCBM: Data-Efficient Visual Concept Bottleneck Models Detect what you can: Detecting and representing objects using holistic models and body parts

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.191905Z

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 df511e0b-2d02-4c86-82fe-8277cf6c4ab4 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

DCBM: Data-Efficient Visual Concept Bottleneck Models Imagenet: A large-scale hierarchical image database

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.184295Z

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 d8c74f1c-db7b-435a-8cb5-87f3df0d653a · outbound

This paper cites J., and Chen, C.

DCBM: Data-Efficient Visual Concept Bottleneck Models J., and Chen, C

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.176622Z

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 d1f247a5-225a-4cd6-9489-ce02f322f21e · outbound

This paper cites Craft: Concept recursive activation factorization for explainability.

DCBM: Data-Efficient Visual Concept Bottleneck Models Craft: Concept recursive activation factorization for explainability

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.169206Z

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 366e94cb-3a2d-4b95-a94a-f96becdd887e · outbound

This paper cites Y., and Kim, B.

DCBM: Data-Efficient Visual Concept Bottleneck Models Y., and Kim, B

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.161654Z

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 59c53d51-5d3a-4c98-948f-761412c64c4e · outbound

This paper cites and contributors.

DCBM: Data-Efficient Visual Concept Bottleneck Models and contributors

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:00.592315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1814c018-6f37-46d5-a0fe-314f3f4bcaf2 · outbound

This paper cites Partimagenet: A large, high-quality dataset of parts.

DCBM: Data-Efficient Visual Concept Bottleneck Models Partimagenet: A large, high-quality dataset of parts

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.149811Z

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 05df55ac-9ea6-4afa-8741-cf2ffa1d22bc · outbound

This paper cites Mask r-cnn.

DCBM: Data-Efficient Visual Concept Bottleneck Models Mask r-cnn

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.141278Z

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 e76caa68-2bac-43f8-91dd-1559121610ee · outbound

This paper cites Concept correlation and its effects on concept-based models.

DCBM: Data-Efficient Visual Concept Bottleneck Models Concept correlation and its effects on concept-based models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.133723Z

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 5e129b7b-6ed9-4aa6-924e-6ce6831b446b · outbound

This paper cites The many faces of robustness: A critical analysis of out-of-distribution generalization.

DCBM: Data-Efficient Visual Concept Bottleneck Models The many faces of robustness: A critical analysis of out-of-distribution generalization

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.127152Z

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 debb66d1-9096-45d4-8eda-059249a34e72 · outbound

This paper cites Imagenette: A smaller subset of 10 easily classified classes from imagenet.

DCBM: Data-Efficient Visual Concept Bottleneck Models Imagenette: A smaller subset of 10 easily classified classes from imagenet

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.120198Z

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 77036f6b-8a08-467b-b44c-ae8ebf223dea · outbound

This paper cites Imagewoof: a subset of 10 classes from imagenet that aren't so easy to classify.

DCBM: Data-Efficient Visual Concept Bottleneck Models Imagewoof: a subset of 10 classes from imagenet that aren't so easy to classify

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.113400Z

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 20d705c9-01cf-4da2-a0bf-33bf26ff8417 · outbound

This paper cites R., Ewart, A., and Sharkey, L.

DCBM: Data-Efficient Visual Concept Bottleneck Models R., Ewart, A., and Sharkey, L

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:00.609796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03b63f84-bed0-4514-b4ca-053c47afa065 · outbound

This paper cites J., and Adelson, E.

DCBM: Data-Efficient Visual Concept Bottleneck Models J., and Adelson, E

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.102051Z

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 ab791523-2e37-4e1e-95a6-45edc3c1b0de · outbound

This paper cites google-10000-english, 2012.

DCBM: Data-Efficient Visual Concept Bottleneck Models google-10000-english, 2012

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.094942Z

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 e10c694a-5e13-46ff-a2dd-e1a805f2e48b · outbound

This paper cites C., Lo, W.-Y., et al.

DCBM: Data-Efficient Visual Concept Bottleneck Models C., Lo, W.-Y., et al

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.087674Z

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 8e22409c-2754-4db5-aa0e-394d0fe11f97 · outbound

This paper cites Beyond pixels: Enhancing LIME with hierarchical features and segmentation foundation models.

DCBM: Data-Efficient Visual Concept Bottleneck Models Beyond pixels: Enhancing LIME with hierarchical features and segmentation foundation models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.079884Z

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 16384866-a20b-48b8-90de-82504a20e2e4 · outbound

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

DCBM: Data-Efficient Visual Concept Bottleneck Models W., Nguyen, T., Tang, Y

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.072108Z

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 a5d94900-a6f2-44ef-b3a2-47418baa0c35 · outbound

This paper cites P., and Derpanis, K.

DCBM: Data-Efficient Visual Concept Bottleneck Models P., and Derpanis, K

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.064114Z

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 e2ceb3cf-a80b-4f39-b37b-4fa3d2ec64c9 · outbound

This paper cites Learning multiple layers of features from tiny images.

DCBM: Data-Efficient Visual Concept Bottleneck Models Learning multiple layers of features from tiny images

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:00.625045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b6c8ba4-2097-4ea0-83e3-47017c46a739 · outbound

This paper cites H., Nickisch, H., and Harmeling, S.

DCBM: Data-Efficient Visual Concept Bottleneck Models H., Nickisch, H., and Harmeling, S

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.052567Z

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 d627aedf-8e09-4d15-a353-72ce559848ee · outbound

This paper cites Segment and recognize anything at any granularity.

DCBM: Data-Efficient Visual Concept Bottleneck Models Segment and recognize anything at any granularity

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:00.629745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd0e0359-7387-4146-9c45-6c0cbc4f64d0 · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

DCBM: Data-Efficient Visual Concept Bottleneck Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:00.631912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fc2a142-b5e6-4f26-990e-8e7ee6750f13 · outbound

This paper cites Deal: Disentangle and localize concept-level explanations for vlms.

DCBM: Data-Efficient Visual Concept Bottleneck Models Deal: Disentangle and localize concept-level explanations for vlms

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.044517Z

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 5a74725d-80c6-46cf-aab0-8570b3855ed9 · outbound

This paper cites W., Zhang, Y., Kwon, Y., Yeung, S., and Zou, J.

DCBM: Data-Efficient Visual Concept Bottleneck Models W., Zhang, Y., Kwon, Y., Yeung, S., and Zou, J

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.036837Z

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 bde2e64a-591b-47d6-9c92-796caf2fd687 · outbound

This paper cites Grounding dino: Marrying dino with grounded pre-training for open-set object detection.

DCBM: Data-Efficient Visual Concept Bottleneck Models Grounding dino: Marrying dino with grounded pre-training for open-set object detection

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.029799Z

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 554d23c1-2c04-49d4-a9d9-de1f0b8299ee · outbound

This paper cites Deep learning face attributes in the wild.

DCBM: Data-Efficient Visual Concept Bottleneck Models Deep learning face attributes in the wild

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:00.640171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83179115-89be-44c0-a990-7913c6770fd8 · outbound

This paper cites Explainable artificial intelligence (xai) to enhance trust management in intrusion detection systems using decision tree model.

DCBM: Data-Efficient Visual Concept Bottleneck Models Explainable artificial intelligence (xai) to enhance trust management in intrusion detection systems using decision tree model

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.019488Z

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 682b9b8a-fc0c-45a7-bba7-7bfd9eaa796e · outbound

This paper cites and Vondrick, C.

DCBM: Data-Efficient Visual Concept Bottleneck Models and Vondrick, C

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.013102Z

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 9ce51621-d548-472a-8e34-7e3f439a59ef · outbound

This paper cites Neural prototype trees for interpretable fine-grained image recognition.

DCBM: Data-Efficient Visual Concept Bottleneck Models Neural prototype trees for interpretable fine-grained image recognition

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.006889Z

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 596bc005-0800-41c5-97e2-dfe9e3742750 · outbound

This paper cites Label-free concept bottleneck models.

DCBM: Data-Efficient Visual Concept Bottleneck Models Label-free concept bottleneck models

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:01.000259Z

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 15be4223-5da3-4a03-986c-19b27373e75e · outbound

This paper cites P., Ienco, D., and Marcos, D.

DCBM: Data-Efficient Visual Concept Bottleneck Models P., Ienco, D., and Marcos, D

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.993183Z

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 0dc7d9ef-9599-44ce-b879-b1c0302a036e · outbound

This paper cites P., Ienco, D., and Marcos, D.

DCBM: Data-Efficient Visual Concept Bottleneck Models P., Ienco, D., and Marcos, D

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.985830Z

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 b946c1ba-e2e0-4e13-a9a0-d95804cbcec2 · outbound

This paper cites The sun attribute database: Beyond categories for deeper scene understanding.

DCBM: Data-Efficient Visual Concept Bottleneck Models The sun attribute database: Beyond categories for deeper scene understanding

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.978451Z

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 e2683903-7903-4b80-ab57-04b54dd02cb6 · outbound

This paper cites PEEB : Part-based image classifiers with an explainable and editable language bottleneck.

DCBM: Data-Efficient Visual Concept Bottleneck Models PEEB : Part-based image classifiers with an explainable and editable language bottleneck

Reference 42

Resolution: verified exact; doi, observed 2026-08-11T14:53:00.761161Z

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 24f517d0-501f-4f12-9db9-0bd3f68c5a14 · outbound

This paper cites B., Walter, S., and Keuper, M.

DCBM: Data-Efficient Visual Concept Bottleneck Models B., Walter, S., and Keuper, M

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.970663Z

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 64a67ba0-c709-48d8-857b-9a5955bccabf · outbound

This paper cites Task-driven modular networks for zero-shot compositional learning.

DCBM: Data-Efficient Visual Concept Bottleneck Models Task-driven modular networks for zero-shot compositional learning

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.963167Z

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 0d2b9388-e9ce-4a10-b1f5-2d0deb330bdc · outbound

This paper cites W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al.

DCBM: Data-Efficient Visual Concept Bottleneck Models W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:00.666317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8f2aada-d2e2-427b-84e9-84b20c620f67 · outbound

This paper cites E., Heo, J., and Jamnik, M.

DCBM: Data-Efficient Visual Concept Bottleneck Models E., Heo, J., and Jamnik, M

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.952066Z

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 783ad936-2f23-4d12-9bcd-7f9609b86e1e · outbound

This paper cites Discover-then-name: Task-agnostic concept bottlenecks via automated concept discovery.

DCBM: Data-Efficient Visual Concept Bottleneck Models Discover-then-name: Task-agnostic concept bottlenecks via automated concept discovery

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.945222Z

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 2ea9f4e6-4db3-483f-a210-7e68c9a2ee7f · outbound

This paper cites V., Carion, N., Wu, C.-Y., Girshick, R., Dollar, P., and Feichtenhofer, C.

DCBM: Data-Efficient Visual Concept Bottleneck Models V., Carion, N., Wu, C.-Y., Girshick, R., Dollar, P., and Feichtenhofer, C

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.938751Z

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 f2b2294a-ede4-4fc2-be88-edf2cb17c70a · outbound

This paper cites why should i trust you?.

DCBM: Data-Efficient Visual Concept Bottleneck Models why should i trust you?

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.932657Z

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 b525c181-2ed8-4e9e-8b89-0d4836cdfa3e · outbound

This paper cites M., Koepke, A., Vinyals, O., Schmid, C., and Akata, Z.

DCBM: Data-Efficient Visual Concept Bottleneck Models M., Koepke, A., Vinyals, O., Schmid, C., and Akata, Z

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.926654Z

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 8cac0839-3b49-4753-b06e-f6fd4b2338ea · outbound

This paper cites Concept bottleneck models without predefined concepts.

DCBM: Data-Efficient Visual Concept Bottleneck Models Concept bottleneck models without predefined concepts

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.920222Z

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 10dff4c6-716b-49fe-b393-d9bfde57736c · outbound

This paper cites R., Cogswell, M., Das, A., Vedantam, R., Parikh, D., and Batra, D.

DCBM: Data-Efficient Visual Concept Bottleneck Models R., Cogswell, M., Das, A., Vedantam, R., Parikh, D., and Batra, D

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.913747Z

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 895ccf77-52a4-42fd-b159-0ff54973f8ef · outbound

This paper cites Conceptual captions: A cleaned, hypernymed, image alt-text dataset for automatic image captioning.

DCBM: Data-Efficient Visual Concept Bottleneck Models Conceptual captions: A cleaned, hypernymed, image alt-text dataset for automatic image captioning

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.906362Z

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 985e5366-3e04-46f6-afc3-4b1a6df5e508 · outbound

This paper cites Explain any concept: Segment anything meets concept-based explanation.

DCBM: Data-Efficient Visual Concept Bottleneck Models Explain any concept: Segment anything meets concept-based explanation

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.898432Z

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 a77fd739-58b9-4080-8bb3-37329e477511 · outbound

This paper cites Caltech-ucsd birds 200.

DCBM: Data-Efficient Visual Concept Bottleneck Models Caltech-ucsd birds 200

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.890919Z

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 21f1a646-0b59-4dec-9c33-87857017fe32 · outbound

This paper cites Learning bottleneck concepts in image classification.

DCBM: Data-Efficient Visual Concept Bottleneck Models Learning bottleneck concepts in image classification

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.884356Z

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 8f6c7990-9c36-4701-93ea-7d0be391b67b · outbound

This paper cites Interpretable image recognition by constructing transparent embedding space.

DCBM: Data-Efficient Visual Concept Bottleneck Models Interpretable image recognition by constructing transparent embedding space

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.877339Z

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 8f345b3e-bb92-4008-95ff-0daefea58a11 · outbound

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

DCBM: Data-Efficient Visual Concept Bottleneck Models H., Schiele, B., and Akata, Z

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:00.698919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de8e3ef8-d3f9-4a43-933d-fb8e39c99bae · outbound

This paper cites Energy-based concept bottleneck models: Unifying prediction, concept intervention, and probabilistic interpretations.

DCBM: Data-Efficient Visual Concept Bottleneck Models Energy-based concept bottleneck models: Unifying prediction, concept intervention, and probabilistic interpretations

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.865794Z

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 c5b42950-3451-4713-acac-bd87149751be · outbound

This paper cites Protopformer: Concentrating on prototypical parts in vision transformers for interpretable image recognition.

DCBM: Data-Efficient Visual Concept Bottleneck Models Protopformer: Concentrating on prototypical parts in vision transformers for interpretable image recognition

Reference 60

Resolution: verified exact; doi, observed 2026-08-11T14:53:00.752134Z

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 e6f2dbfa-2ef3-469f-9c78-a4ea530066b2 · outbound

This paper cites Language in a bottle: Language model guided concept bottlenecks for interpretable image classification.

DCBM: Data-Efficient Visual Concept Bottleneck Models Language in a bottle: Language model guided concept bottlenecks for interpretable image classification

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.858261Z

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 5007e378-45e9-48c3-8f06-e1ec8bca7b4e · outbound

This paper cites Post-hoc concept bottleneck models.

DCBM: Data-Efficient Visual Concept Bottleneck Models Post-hoc concept bottleneck models

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.850952Z

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 941ed0a2-038d-4ef4-98d2-e6c43685b1a2 · outbound

This paper cites Do vision-language pretrained models learn composable primitive concepts? Transactions on Machine Learning Research, 2023.

DCBM: Data-Efficient Visual Concept Bottleneck Models Do vision-language pretrained models learn composable primitive concepts? Transactions on Machine Learning Research, 2023

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.844171Z

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 e622c34d-119f-404f-8371-25ac6762ee5b · outbound

This paper cites Benchmarking and Enhancing Disentanglement in Concept-Residual Models.

DCBM: Data-Efficient Visual Concept Bottleneck Models Benchmarking and Enhancing Disentanglement in Concept-Residual Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:00.711556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d32b9187-6aa0-4577-9220-59e60d2f3d8d · outbound

This paper cites A Playground for CLIP-like Models , 7 2021.

DCBM: Data-Efficient Visual Concept Bottleneck Models A Playground for CLIP-like Models , 7 2021

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.836510Z

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 d50963ab-5249-49be-82fa-553abf5e91c4 · outbound

This paper cites A., Lin, Z., Brandt, J., Shen, X., and Sclaroff, S.

DCBM: Data-Efficient Visual Concept Bottleneck Models A., Lin, Z., Brandt, J., Shen, X., and Sclaroff, S

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.827875Z

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 ca60148a-3d0a-43e8-89b0-3ea321b04b1d · outbound

This paper cites A., and Rubinstein, B.

DCBM: Data-Efficient Visual Concept Bottleneck Models A., and Rubinstein, B

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.820685Z

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 84814ccc-e3af-4a4a-bec6-c5b95e2aa61b · outbound

This paper cites The decoupling concept bottleneck model.

DCBM: Data-Efficient Visual Concept Bottleneck Models The decoupling concept bottleneck model

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.813670Z

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 4076c86d-cc38-4336-a071-8283381ef0be · outbound

This paper cites Recognize anything: A strong image tagging model.

DCBM: Data-Efficient Visual Concept Bottleneck Models Recognize anything: A strong image tagging model

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.806248Z

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 cc229bc1-8268-438c-b908-e26296e1edc0 · outbound

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

DCBM: Data-Efficient Visual Concept Bottleneck Models Places: A 10 million image database for scene recognition

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.798116Z

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 f907ea23-8061-4c4c-a186-be8ae2198f2b · outbound

This paper cites Where you see is what you know: A visual-semantic conceptual explainer.

DCBM: Data-Efficient Visual Concept Bottleneck Models Where you see is what you know: A visual-semantic conceptual explainer

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:00.789669Z

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 947f6403-ebfd-4938-8ec1-6d8f2fc454af · outbound

This paper cites J., Wang, Z., Mallen, A., Basart, S., Koyejo, S., Song, D., Fredrikson, M., Kolter, J.

DCBM: Data-Efficient Visual Concept Bottleneck Models J., Wang, Z., Mallen, A., Basart, S., Koyejo, S., Song, D., Fredrikson, M., Kolter, J

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:00.728545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ecebc595-3407-47e6-94a7-901d44cf22db · inbound

Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions? cites this paper.

Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions? DCBM: Data-Efficient Visual Concept Bottleneck Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T23:24:28.502441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51e0d120-470f-4406-866c-40a8c3d81d7d · inbound

Concepts Worth Having: Refining VLM-Guided Concept Bottleneck Models with Minimal Annotations cites this paper.

Concepts Worth Having: Refining VLM-Guided Concept Bottleneck Models with Minimal Annotations DCBM: Data-Efficient Visual Concept Bottleneck Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-20T21:49:05.267070Z

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.