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Paper Citation Record · LEDGER

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning

As of 15 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 2 inbound Pith citation observations for arXiv:2502.08181.

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

pith.paper-citation-record.v1
2502.08181 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T10:10:13.528804Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T14:07:10.387869Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T14:10:13.293521Z

Reference resolution

54 of 54 outbound references displayed

  • verified exact1
  • verified fuzzy14
  • unresolved39
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 08d312b3-25a3-4a7a-8a42-edd92d3ed53b · outbound

This paper cites Achituve, A.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Achituve, A

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:14.224502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.202387Z digest=sha256:6472df7e252ede8816eb83b72afe50a8df7d05b3360217d1c8beecd766e55cba

Observation ae31e6ba-d3a1-47e6-8108-2b90ed5eb379 · outbound

This paper cites Boschini, L.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Boschini, L

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:14.176761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.221640Z digest=sha256:4553b5244dac26c64d8d027ffcddb7c20ad5428400ab986919a561bea89375e5

Observation c4cf81b9-26d0-4a52-86b3-40d38a7bc731 · outbound

This paper cites Chen and C.-G.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Chen and C.-G

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:14.165352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.226970Z digest=sha256:5d8f06f6542334a4b2f4de7ad9f5d4f4b8b881581fc0ac85f52e88811a9878ae

Observation 0e17540a-0ad8-4d17-925e-ee1d846d5ba3 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:14.153936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.232150Z digest=sha256:06b65f5590d7bbf6b6714b1f2b8d5baf3bd213c520d86902b4c3973ed6f61f10

Observation 2b7888fd-887d-4efb-8265-2eb3122f8b98 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:14.142458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.236495Z digest=sha256:82489d7a28b9a4104f5407a83b8644d36ecd8f0e9f649a8f411273cf19932d67

Observation b829c068-e0b0-4bd6-913c-dc08bf1bacde · outbound

This paper cites Don't forget, there is more than forgetting: new metrics for Continual Learning.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Don't forget, there is more than forgetting: new metrics for Continual Learning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-08T10:10:13.240659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:10:13.240659Z digest=sha256:c1d036be2e3a07c3f34b1b8b9220ad289f0e1915466197a0cd6e75fa873af4c2

Observation b7531853-1e29-4bd6-acd1-07102d575e56 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:14.107636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.254620Z digest=sha256:d8caa09d1dee24f04147bdb633a13da0fe612cb4a42c62814ae0f8cb05e4cef9

Observation ee969715-ccac-41f4-86a1-401ca771e9cd · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:14.095718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.258703Z digest=sha256:bd4068ec1e5bf2b7cad42d1d95697df26c62c18960dca6f81f4da4b811f07985

Observation 52788ee1-ab40-49fc-95bb-25e2b8defa6c · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:14.070829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.266746Z digest=sha256:e0a3db4ee3b91ae9b495eb763eab3bfc853e4d4968a6df9b110ec6d800a81c0b

Observation f4760306-1d3e-4968-84df-f5cd01a9ae3b · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:14.057581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.391929Z digest=sha256:bc06d232187f0f7411974ce84630151e394260c38fb5503991604d63256e5839

Observation 3c75db54-78af-473d-b230-a839839de18e · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:14.045442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.396180Z digest=sha256:784e7817ab112ec735954681a478aa13d17322133474e352c13fbf9226cf6626

Observation 314dde21-1fe0-4b83-bc60-f65e16bea378 · outbound

This paper cites Liang and W.-J.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Liang and W.-J

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:14.033442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.400085Z digest=sha256:e9a7e1020438aa5b2f0632da6bf41f7eb441bef72de7419d766157ba4fe58318

Observation 81eafdec-7f03-4000-8ca5-46f0846e16d3 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:14.020504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.403864Z digest=sha256:3a18153747b943ad3400b1c594348c72fcc75abf0ad4e29eeb09d5451304cb7f

Observation 2f9d18c3-ac99-4ec3-8872-ef91d6825c3c · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:14.008214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.407634Z digest=sha256:7c2014f86cfd558a545cbd6b2ea67905b84ed633de4544345ed4fb5ead197c63

Observation 01971c4e-adcb-45bc-9465-8be9053928fe · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.983584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.414894Z digest=sha256:d4bb6b4da047cfbbe1b70dc1ce9f9e95d22e5828b91076c670bbb15f21f354c0

Observation 53bbce2b-874c-46e8-ba97-0ff1515fe35c · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.972001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.418710Z digest=sha256:9e3b2d71017717a4e251c39906dccd1b722f9bf759f712702a707b14c323e571

Observation 76a9d30c-3a73-4ccc-8556-75e495951eee · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.960849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.422194Z digest=sha256:f12e1ea8bc9a376254f5c776d8aa36fb12bcbf6aee44b060c07566a032e5c851

Observation 8f7907c8-191a-4a0b-bcf5-a433fbf9097b · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.949010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.425951Z digest=sha256:01d1d49dde1097b74642f643fcbe144fb1b7465f5b1526717a702357fcceab46

Observation b5e00797-1e29-4578-b558-d400e433f11d · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.936808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.429351Z digest=sha256:edb54e06eb61ba5d58a47ea21d4b07c77c87b4efc8a51805a11a03afedb9f4be

Observation faecec9c-dc1b-49f9-9ee6-7e5df58bbc4a · outbound

This paper cites Radford, J.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Radford, J

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:13.924323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.432972Z digest=sha256:6a32fcb76235febb518da384b8a361caa5a5d9465aa8e2886f4f616b7dc61968

Observation bc5b04e1-ce74-4966-8863-1939c0ebcc20 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.910712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.436517Z digest=sha256:ccccf832c6531c792bfce1e1fa8444c664ebbdcfaecece42dd70c82f54b0fe3b

Observation d4e85edf-27c4-45a7-ae04-e02bc0f06e5b · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.898007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.440428Z digest=sha256:047b8e8379e416137b05914ef9e484a10866aa61c5118773dbcacf178acdbcf4

Observation 3d3baaea-8ca0-4102-8679-9a14b98563cd · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.885011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.444182Z digest=sha256:abb47a6950e987cce7a1f7b6e64bace3072c81b4e425d49c6cf53f72665a3a5b

Observation 21766615-2367-49bc-ba0f-92cc81dea900 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.872005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.447536Z digest=sha256:fe9f6a1c5ae8ab4b41acf20677236ebe63fb4ff5f4581d931b2169ec6f05d8be

Observation 6fe6acc1-4fcd-4830-8542-02fc3f19264f · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.860672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.450950Z digest=sha256:0b8ecadfd4b274b7a7c561daa2d03fb8c986699101619530253c7cbe9f5b04ca

Observation 24cb4ab0-f5c9-41fb-adca-fca0cbe4a7f2 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.849285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.454482Z digest=sha256:9e3d70b4c500e4b00538d66505f4e92e5439062e66a2dae93fe86e94dd1bd9f3

Observation ed8e918b-e0e0-4c05-9e50-107228f2e0d0 · outbound

This paper cites Tang, Y .-X.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Tang, Y .-X

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:13.837646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.458104Z digest=sha256:97c626a2bed654616d068c4adfb15f64f6bb865c628a48578bdd2c450af84d74

Observation 5e3cc370-b991-494f-bc87-d889a0010bdf · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.825240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.462015Z digest=sha256:94e61f0c2c72687f55efc5e5f63d26fd60d4be282acef7849155a1cb796d99f2

Observation f2fd22d8-1639-4ac8-9dd0-055bdbced80b · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.812745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.465481Z digest=sha256:4f55df925390f4ca30b13a76d2add8f96b9d36f71e60ce617beddedc5f6d770e

Observation 7f5f20b1-bf5f-4dc0-942b-579260174b83 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.800401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.469163Z digest=sha256:efd4fbcbaf913b22b71e774aa664ff5192bcbd33ed93911b957c6b0882a7ae29

Observation 141fca65-eb1e-44b7-8ea3-60c678bd8be5 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.787849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.472916Z digest=sha256:62fde29270f26374c1510f0ea1533cadf33e66bf7d28b83738716c1810ddd761

Observation 31fc1638-f62c-4f87-b0fe-155b8db13adb · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.776366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.476424Z digest=sha256:133e3e82105e191ab4e2af5f9bef77445a6edc7d100bd5ccae62307a74ddad13

Observation 40c71232-910e-450f-903c-dd3672a40f77 · outbound

This paper cites Xinrui, C.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Xinrui, C

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:13.764088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.479799Z digest=sha256:fe3cdff2629a7e89f3f69382791826c0fdd65e7f38e604f2dcd02d33d641f418

Observation c5577012-540c-44a5-b3fb-36fb710b3f90 · outbound

This paper cites Learnable Expansion-and-Compression Network for Few-shot Class-Incremental Learning.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Learnable Expansion-and-Compression Network for Few-shot Class-Incremental Learning

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-08T10:10:13.483453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:10:13.483453Z digest=sha256:e7f2253073ec38b2e602cbaf26250df140a7aa76522dc1614a09f5bc545dfba9

Observation 8adb1bec-075b-44c6-a396-678eb0f26a10 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.751879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.487301Z digest=sha256:829b8ed9bceb42e518676da5ac7bcfeabdce623db325401404ef4c2a05c73f48

Observation 25d3b0f5-08c7-4b62-9eb7-444a8e9d1180 · outbound

This paper cites Few-shot Class-incremental Learning for Cross-domain Disease Classification.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Few-shot Class-incremental Learning for Cross-domain Disease Classification

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-08-08T10:10:13.584190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.490965Z digest=sha256:10fc90920ebbeb8a0a60835c47617f46f181b2ec427a6b44e7ae4690dc44f5fa

Observation 4556e193-d9e6-48c2-b81b-c0fe0dac911b · outbound

This paper cites Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-08T10:10:13.494870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:10:13.494870Z digest=sha256:a8187475c28ca9609ec7a1822e7861d31e84405d970445a6daf889e4e48d915c

Observation 691bd2da-863b-4039-8c1f-e89bf68505a2 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.739989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.499105Z digest=sha256:688d9d01d0ec78fab38cda24ca316e03e5b5fc6c545609d111d4c6159dc069be

Observation b80c86a2-8281-47f2-8de9-53cb19a479bf · outbound

This paper cites Zhang, N.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Zhang, N

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:13.728025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.502633Z digest=sha256:49aa00772f1019f9d6e74bcc985dc51cccc18d4f6dd8816340a75c33d5515c66

Observation 8dc415e2-2457-4317-a2dd-a01c55899db5 · outbound

This paper cites Zhang, P.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Zhang, P

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:13.715712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.506294Z digest=sha256:8e9e8a419094a83e4436e8723d234c269e786851b42ad2fc4e9cb60d360c094f

Observation 19610412-5fe3-4095-8391-950930b63785 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.703045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.509995Z digest=sha256:eaca27b8d0ccebfa02e5a1e80b9637e104c3b52a6daac27446cc5864e665ded6

Observation a6f85ab0-4373-4474-834e-4f33f6b74f80 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.689060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.513643Z digest=sha256:0446b42b1f0ef8f35c351b589c69adf63afb45ce5a99c771962811072d320d01

Observation e0786ac0-7b9c-429f-a2fa-ebc18ae76840 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.677046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.517418Z digest=sha256:c1491d9b5932616fb313380682d11a2d059d3cc41dc4f2f05e16b96d478c7654

Observation aa5b89d4-0c8b-42d7-ab27-a16ff2d12c23 · outbound

This paper cites Zhuang, Z.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Zhuang, Z

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:13.664907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.521321Z digest=sha256:ed69efaec62f67db6d8fc0582d038c8115cfdac4224ed99aed78e9db4b7ebc93

Observation 38dc17ce-d4f8-4dc2-b58e-e1398899db9e · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.652778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.524827Z digest=sha256:a3bea40f3667fc6dfb62d5c5848099bab9b1639a7a00562a0545d9f7779a7003

Observation 9311c79d-73b5-4733-84c9-1ca2b39d4e09 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.638464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.528804Z digest=sha256:21f7e420ac48afa9543b082f8eebded954770f0cc729d211f7d04245d3c8d2fb

Observation 723c8f9b-a5e8-4199-81e0-b5c7c0bfee56 · outbound

This paper cites Hersche, G.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Hersche, G

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:14.119414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.250256Z digest=sha256:34b10fe62a280e36c4ebfbaee602f7d0b7659b9c060a3d3925c1e3e3c81b5f24

Observation 188bab95-b41d-4ac8-a299-284c8a9683a5 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 2018

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:14.130970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.245997Z digest=sha256:8dbf7bb7a384a43035e661da6fbe46dc633e27e12e36034a65669b1f87d38bf5

Observation e0d98c3c-c6f3-401b-bb1b-7a1a32d1260b · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 2020

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:13.995869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.411311Z digest=sha256:7ac7497b82e6e714c830e6cca8c612c55be0ae456a5ac6a67d88fc867576ac44

Observation 821fe5a0-50f3-46c0-8de8-0a0d068d04dd · outbound

This paper cites Ahmad, A.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Ahmad, A

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:14.212746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.207663Z digest=sha256:28d99acbbbbc5c949234333dabe95ebcbd738de736342b5fede9d0db8b66e535

Observation 892ca9c9-3b68-4786-b527-8d65ed0f9860 · outbound

This paper cites Ahmed, A.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Ahmed, A

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:14.200475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.212164Z digest=sha256:0aae10d5322e14e254e4f60c794d17ea8e8c1a39afc31b5f6dfcf5c08ca17787

Observation 844202d5-4b08-4e4b-b784-3717ad013900 · outbound

This paper cites Kim, D.-J.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Kim, D.-J

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:10:14.082554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.262691Z digest=sha256:d7f7db2af91b04918d2697262f180a6da40aa0bd1ad6c0360cca045ca423f851

Observation 07a28991-38c1-47e0-b554-3e383dcf3135 · outbound

This paper cites an unresolved cited work.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:10:14.188720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T10:10:13.216789Z digest=sha256:c76efa264baf623e4274e8b6cbf519126ee1be6efb56d72e226aeee6fb296c3a

Observation e67e708c-468d-4522-9a7c-642f29926270 · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-08T10:10:13.270786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:10:13.270786Z digest=sha256:0fa1f3c8b7c356d0e998885bc2e3160b6bd1965518ee2bb5b56a266ee6bbc194

Pith citing papers

Observation 750364b6-048b-46a7-ae2d-e83e3d71e148 · inbound

Towards Long-Lived Robots: Continual Learning VLA Models via Reinforcement Fine-Tuning cites this paper.

Towards Long-Lived Robots: Continual Learning VLA Models via Reinforcement Fine-Tuning Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:10:13.295517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-21T14:07:10.387869Z digest=sha256:e02f7ee9833cafd8dc971a26e021079571e0e66f9ea2c0a7c5ff045a11e413f1

Observation 9ebfdcff-1a9f-4fa8-a634-d56d62ac2dc2 · inbound

Towards Realistic Class-Incremental Learning with Free-Flow Increments cites this paper.

Towards Realistic Class-Incremental Learning with Free-Flow Increments Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning

Reference 25

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T19:58:12.393734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-13T19:53:25.802690Z digest=sha256:38069cf035fe5a903e1378e8b4a0f9467137c9bd9ca8d19fbd9ed2fb29a53571