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Paper Citation Record · LEDGER

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces

As of 13 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2412.08515.

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

pith.paper-citation-record.v1
2412.08515 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:48:18.452480Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

54 of 54 outbound references displayed

  • verified exact5
  • verified fuzzy26
  • unresolved22
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d53fa95d-4525-4c15-89cb-f24fff59b349 · outbound

This paper cites & Bawany, N.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Bawany, N

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 0ca765fa-3a5f-4173-a023-fd431026e84b · outbound

This paper cites & Kaiserslautern-Landau, R.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Kaiserslautern-Landau, R

Reference 2

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raw_fallback, observed 2026-08-11T17:48:20.332801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 8258eee5-8645-4a78-aa16-847d3bacb609 · outbound

This paper cites Towards certifiable AI in aviation: landscape, challenges, and opportunities.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Towards certifiable AI in aviation: landscape, challenges, and opportunities

Reference 3

Resolution
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no resolver link, observed 2026-08-11T17:48:18.070687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:48:18.070687Z digest=sha256:7988886a6ea746564c0e4f7ee629f4d45cf4da2be401fda78dbdb09507f27f54

Observation 3d9042c8-9e2f-4e89-9239-ad80ba32d6d7 · outbound

This paper cites Making machine learning trustworthy.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Making machine learning trustworthy

Reference 4

Resolution
verified exact
doi, observed 2026-08-11T17:48:18.628370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 30854b4f-21d5-407c-aab6-501c6d2138dc · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 5

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raw_fallback, observed 2026-08-11T17:48:20.308128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 74a548df-34ce-480f-a2ba-a7fc7a581200 · outbound

This paper cites & van der Schaar, M.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & van der Schaar, M

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-11T17:48:20.275011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 8c558839-31db-4cc1-9684-a9aa0e4e8d1e · outbound

This paper cites & Ommer, B.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Ommer, B

Reference 7

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no resolver link, observed 2026-08-11T17:48:18.100312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:48:18.100312Z digest=sha256:dad97a212174bdfdefa9d2f3a1eee5469ec4c710bd0db605d609f80d2407c7f8

Observation cfa02647-cad2-481f-851d-fada75edbe4f · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:48:20.241137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation b2d951bc-68fd-448c-bd7f-378758b9ac6b · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 9

Resolution
verified exact
doi, observed 2026-08-11T17:48:18.590691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.114671Z digest=sha256:74b9be6fbc566d253e6e265cbe2915ad380dc6029d127ccf90a348e2ca2a1634

Observation 9e6daf97-af50-49c2-8867-c9b7a88e5ba3 · outbound

This paper cites Linking Robustness and Generalization: A k* Distribution Analysis of Concept Clustering in Latent Space for Vision Models.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Linking Robustness and Generalization: A k* Distribution Analysis of Concept Clustering in Latent Space for Vision Models

Reference 10

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 71aaebe5-d39b-43eb-8ed8-13b6d56bdc35 · outbound

This paper cites & Song, X.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Song, X

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.127313Z digest=sha256:cec6e05a189cfa17818447864d2bda66bd046e5db937d891c8e2c509763033b2

Observation a1523106-9da1-479e-bfe1-483d0a81f748 · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:48:20.180269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 029c5715-ddf4-41fe-8754-692982fd791f · outbound

This paper cites & Bilge, H.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Bilge, H

Reference 13

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raw_fallback, observed 2026-08-11T17:48:20.146363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.141025Z digest=sha256:cbf1d5453f8959b85836e6b06e24fbd9445cbc748ae80f6460f402bbde959b59

Observation c303ffde-99e5-4247-9f99-c270fb08aabe · outbound

This paper cites & Hart, P.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Hart, P

Reference 14

Resolution
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raw_fallback, observed 2026-08-11T17:48:20.096029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.149123Z digest=sha256:fd463c71504c45b6383080a419808a21572777d3dbbf6de572246d25b33dfea9

Observation 1262cef9-a630-4f53-b393-dd4d95dec4e7 · outbound

This paper cites Support-vector networks.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Support-vector networks

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-11T17:48:20.070564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 19de8ed2-e414-4fbc-b00e-38aa0dd2dc32 · outbound

This paper cites & Sun, J.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Sun, J

Reference 16

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.162996Z digest=sha256:daca92be29a58e9fe7759d111668dcea1afc7374ac86e42f5bfe8f89fcb877c2

Observation c5dc4676-84c4-4adc-b7cc-565bdf27d4c9 · outbound

This paper cites K., Waiyamai, K., Konstantinos, S.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces K., Waiyamai, K., Konstantinos, S

Reference 17

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation ff6a6a0d-8591-4e15-bc90-6b17d5bb6230 · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 18

Resolution
verified exact
doi, observed 2026-08-11T17:48:18.554189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 02b51a45-09fa-4e2e-9090-6f7809985259 · outbound

This paper cites & Lukowicz, P.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Lukowicz, P

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 557fe4ff-1ab3-40f8-9c2b-b4f91bac9e97 · outbound

This paper cites A boosting approach for supervised mahalanobis distance metric learning.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces A boosting approach for supervised mahalanobis distance metric learning

Reference 20

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.188110Z digest=sha256:f11df15f94a6c3ad20f5392258433d18174a2b8a9aeba0c67511c13c24916f2e

Observation 4b5623e6-ada2-4c01-afdc-846654fc66d2 · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:48:19.916017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation e0b0b05e-2990-4e0e-850e-964a960b0d81 · outbound

This paper cites V ., Kulis, B., Jain, P., Sra, S.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces V ., Kulis, B., Jain, P., Sra, S

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.201702Z digest=sha256:4c703009d834b2f971e804b35a4ed6d09e8f9cf868abf949c4a665c6be81c4d5

Observation f6b57ead-7bbb-4d2c-ba3c-5b31836aa9ee · outbound

This paper cites & LeCun, Y.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & LeCun, Y

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-11T17:48:19.835628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.208068Z digest=sha256:2b311be669c80b5abd365c9cd346d60d3f9cec4f4e6e829ec7a10ab30c7981b3

Observation 5d8d132d-a120-41a1-adf4-08271cf8a8d7 · outbound

This paper cites & Chen, K.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Chen, K

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation e44a59a8-b526-4b65-9f86-486842586a56 · outbound

This paper cites & Shen, H.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Shen, H

Reference 25

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raw_fallback, observed 2026-08-11T17:48:19.773455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.219610Z digest=sha256:e4326dc62001055f619c286569c9f8c380617f73338b2a8b162690dd4932c700

Observation fe5ee606-e57c-4e70-b91e-2ef9137eb0de · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 26

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unresolved
raw_fallback, observed 2026-08-11T17:48:19.745992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.227298Z digest=sha256:2fc02ac25c2b959028a076ba52bc0eb28c27b8d66f2667b1506eb231090bac4a

Observation bf3e9d27-b195-434f-8dfc-83fe345b4390 · outbound

This paper cites & Hinton, G.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Hinton, G

Reference 27

Resolution
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raw_fallback, observed 2026-08-11T17:48:19.717029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.240252Z digest=sha256:613bdaf9ef5b522f90f826876e6401085ec1cd925da9c9c72327b0c8c23c2e36

Observation 1370970c-04e8-468d-9f21-4970a60d6ffc · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 28

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unresolved
no resolver link, observed 2026-08-11T17:48:18.246624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:48:18.246624Z digest=sha256:897d1ee8e35c30b712925c3d3b22b64b5ea5f6c518832e0a5cacd5ad8644fe13

Observation 3ddb85b1-a7c8-4522-9a7e-88efc8d293ff · outbound

This paper cites & Philbin, J.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Philbin, J

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-11T17:48:19.684496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.252117Z digest=sha256:c7541c50da00fd32c02a9df2f5cb16b83de643c373797521a296a8bfd3c27e83

Observation 40349b04-4f82-4dd6-8643-da1ab5e14d9f · outbound

This paper cites & Leibe, B.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Leibe, B

Reference 30

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raw_fallback, observed 2026-08-11T17:48:19.662826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.259947Z digest=sha256:49f71b5b18d7102a447367e0025b3e4c1ec35f7e2dc6ec617a4543814e1da207

Observation 6102c773-5d13-48de-85da-5b2a156b6608 · outbound

This paper cites & Singh, S.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Singh, S

Reference 31

Resolution
malformed identifier
no resolver link, observed 2026-08-11T17:48:18.269085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:48:18.269085Z digest=sha256:db8e991a9de801953e18db35c5b5549049e58d22d67f86ab5028a7f0d20c29e4

Observation b32392f5-660f-4061-84c0-f40e743991e4 · outbound

This paper cites Metric Learning with Adaptive Density Discrimination.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Metric Learning with Adaptive Density Discrimination

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T17:48:18.278768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:48:18.278768Z digest=sha256:9d4937975c744f469506b257d7ccb550d203c1f53c7c5e4dc6d2d657cf5ead5f

Observation 944b300b-f9c6-4267-babe-0b1362504de7 · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:48:19.632913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.284807Z digest=sha256:f3b1f777596c2ad81408183a826190cf8d7c26b5fca2bb12e34d7df2da6bff80

Observation 2a71d37a-8d82-4369-9fea-793bd41b0609 · outbound

This paper cites & Zafeiriou, S.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Zafeiriou, S

Reference 34

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verified fuzzy
raw_fallback, observed 2026-08-11T17:48:19.607492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.291263Z digest=sha256:9c8abb8bc1ee790a252feff9dd42603c33879901d64d4295c0cb1af7b9dece8e

Observation 59538091-c6df-4a3d-ba01-ad043f3a5728 · outbound

This paper cites & Basu, S.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Basu, S

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:48:19.571569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.298442Z digest=sha256:0a9f3c651db07bf7bd0356dd76d8345aac851b65d734c8eef819af82415e70a9

Observation 3fecae4a-b048-4ebb-b009-72ce4bac5f23 · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-11T17:48:19.544097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.305328Z digest=sha256:fe36e4f7b873fdc54d7e346bc1ba737498fe3be986873e46b3da4f9086f193d9

Observation 976b65e3-49b4-45d9-8257-8fdbd1839196 · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:48:19.512685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.312485Z digest=sha256:5ea53df82190ce2ce04f9a5410e75a8e2ab9d2734bf20e93d9235017faae298a

Observation 2741f7f9-487c-45e7-b940-6393a497f8db · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:48:19.481416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.321333Z digest=sha256:9b978bae2aeedf235aa8e6a83d8511c3e1edfce60162fd9b814e20467e9649c3

Observation f561ff3e-db10-43c1-a136-3bcbb916d76d · outbound

This paper cites & Douze, M.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Douze, M

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:48:19.435960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.330699Z digest=sha256:a9d681161aa024af06ee075971c685d0ba3813b93cd41415f1e76ca9dfc137fd

Observation 6d5a5ab6-6f2d-4c86-96da-f588017de18b · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:48:19.400504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.336562Z digest=sha256:eae95f4ebd6f7b884e1cb17ea00d17c3a50ffdf3d04da5cc66859c829cf2a67d

Observation 4ed76379-1ca3-48cf-b17c-a6104dfeecae · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:48:19.372229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.341697Z digest=sha256:7f96588737b5b5b36591a2dd17d0ec803296a9dc3160f41c44f9b87f1622a2dd

Observation 909966b9-c3eb-4383-9753-c2e2a347b714 · outbound

This paper cites & LeCun, Y.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & LeCun, Y

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:48:19.339562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.351728Z digest=sha256:0a9739465e6a73beee77201b26a15ff44c9358c771ae22c9ed5cd2ebe37ea23c

Observation 8bd4e72f-300a-40b2-9727-ae8f0ad39059 · outbound

This paper cites Improved deep metric learning with multi-class n-pair loss objective.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Improved deep metric learning with multi-class n-pair loss objective

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:48:19.313160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.362514Z digest=sha256:f1868618e1c6ef62415549c0223ece808a29cac31bc89d8cdece7fa10c8d25cb

Observation 2ded148d-cba7-4252-bc40-dd3c2a6682a4 · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T17:48:18.370772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:48:18.370772Z digest=sha256:2c74cff5c44b0d61309826416c4eb643f63f32455e59d314964e6c71dda97d94

Observation 69b9f959-00d1-4362-9ae0-cc84d541766b · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:48:19.286618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.378796Z digest=sha256:f4258e52af2422e67100b42924f6cbbf275c38c297e38bd3d109d6bb883cf1f4

Observation 78ea8454-b708-49bd-a375-cf5d846f8930 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T17:48:18.389043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:48:18.389043Z digest=sha256:722ec83321938d1d1b3920495ccdee5d429075f3bcf4bb9d72162d95eb180a47

Observation 1c459873-7ca4-45b6-a55c-132ba5ad2360 · outbound

This paper cites & Sun, J.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Sun, J

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T17:48:18.398400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:48:18.398400Z digest=sha256:0ced1a38f7fdb914f1abbd7a871939f15880f9c4cfa0103e1c0e11a3140c776d

Observation ed863b64-e4bc-403b-80a4-a5258489c952 · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T17:48:18.405347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:48:18.405347Z digest=sha256:f5bb208ca6b9306a610899ac53c6b358ecace5a8a78609359dcfc323a5f582c6

Observation 07a5af5f-ff7b-4438-9507-9cba121fa2d4 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Adam: A Method for Stochastic Optimization

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T17:48:18.412117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:48:18.412117Z digest=sha256:f8c4af302dac2f40bd944431d4cc915332654f3b556a38ab7e79bb70ad93cb47

Observation c01e1bba-f0dc-4f29-a97b-d68a110c4aa1 · outbound

This paper cites & Hinton, G.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Hinton, G

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:48:19.194496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.422854Z digest=sha256:dc3b8cfa8fa51a6f84c1512a9e2577c9174285f87c8e7b1e08d6206a94b0dc67

Observation c33b00fb-881f-4563-9e20-2dfc01f2eff3 · outbound

This paper cites an unresolved cited work.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:48:19.173741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.429224Z digest=sha256:7191135c5aeba259f77261ca84049be9687f7970142885e3af58265f6c2e6a98

Observation 90ca5c13-8bad-4e10-8910-946f2ea1c2c8 · outbound

This paper cites M., Aliguliyev, R.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces M., Aliguliyev, R

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:48:19.150924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.438641Z digest=sha256:19abb811d6d255935cb9116fad8b156bd1468ea22ad063acd8cf08cc0e1ad386

Observation b12bde31-59d7-4699-b4b1-8587f69832e2 · outbound

This paper cites & Luma, A.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Luma, A

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:48:19.121521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.445463Z digest=sha256:9a129a7de489e2b98f6f28af9cd937ff1bdc4e052a36a7da223f27275bcfa9de

Observation a8260a30-867e-42a2-87c5-7f9770536707 · outbound

This paper cites & Shao, J.

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces & Shao, J

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:48:19.091483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:48:18.452480Z digest=sha256:534848e4c445271bafca661f7940d399ecdd708cc27ced54d7ba5a0181cfd09e

Pith citing papers

No inbound Pith citation observations are available.