Paper Citation Record · LEDGER

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning

As of 9 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 1 inbound Pith citation observation for arXiv:2502.07560.

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

pith.paper-citation-record.v1
2502.07560 v2

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:21:25.785367Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

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

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:26:13.748695Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T19:26:14.120444Z

Reference resolution

60 of 60 outbound references displayed

verified exact2
verified fuzzy32
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ca627315-b710-4372-bc62-fb68514d4f49 · outbound

This paper cites Co2l: Contrastive continual learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Co2l: Contrastive continual learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.495367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 280ac6c3-5543-4c38-b2eb-1d9fcc0b7fd9 · outbound

This paper cites Efficient lifelong learning with a-gem.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Efficient lifelong learning with a-gem

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.576791Z

Source-reported events for the cited work

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

Observation 83a78bb8-607a-48d8-9c60-af0682a18dfa · outbound

This paper cites Adaptformer: Adapting vision transformers for scalable visual recognition.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Adaptformer: Adapting vision transformers for scalable visual recognition

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.506411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34ed629b-2dc3-4d89-a904-7d73a0bbe5af · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning An image is worth 16x16 words: Transformers for image recognition at scale

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.511992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d42a652a-beef-4e1a-8839-205c80d0d207 · outbound

This paper cites Orthogonal gradient descent for continual learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Orthogonal gradient descent for continual learning

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.543010Z

Source-reported events for the cited work

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

Observation 130a84f0-937c-49be-bd3c-c0fae6b7e406 · outbound

This paper cites Beyond prompt learning: Continual adapter for efficient rehearsal-free continual learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Beyond prompt learning: Continual adapter for efficient rehearsal-free continual learning

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.528383Z

Source-reported events for the cited work

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

Observation 92022ac3-544f-4f30-9786-c33cac5210f4 · outbound

This paper cites Consistent prompting for rehearsal-free continual learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Consistent prompting for rehearsal-free continual learning

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.513361Z

Source-reported events for the cited work

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

Observation c26fa591-9138-4131-89df-cacbb949044a · outbound

This paper cites D., Twardowski, B., and van de Weijer, J.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning D., Twardowski, B., and van de Weijer, J

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.497394Z

Source-reported events for the cited work

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

Observation fcc5629b-8482-4a8c-9828-4a9b7e1efdd4 · outbound

This paper cites Resurrecting old classes with new data for exemplar-free continual learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Resurrecting old classes with new data for exemplar-free continual learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.482663Z

Source-reported events for the cited work

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

Observation 307a135a-5c99-467c-a51c-5999c61b838b · outbound

This paper cites Rethinking imagenet pre-training.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Rethinking imagenet pre-training

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.468341Z

Source-reported events for the cited work

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

Observation 3d58c868-b2ab-46c0-b686-070ad5454247 · outbound

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

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning The many faces of robustness: A critical analysis of out-of-distribution generalization

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.453710Z

Source-reported events for the cited work

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

Observation 5ab4375d-d18c-4b47-abf5-5dd8e05fa49f · outbound

This paper cites Natural adversarial examples.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Natural adversarial examples

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.439034Z

Source-reported events for the cited work

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

Observation ffeadb3e-a7ad-4352-87b6-cbb0d83e73c7 · outbound

This paper cites Parameter-efficient transfer learning for nlp.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Parameter-efficient transfer learning for nlp

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.557930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fda4088-ecf2-4233-8700-bf5af3ed909b · outbound

This paper cites J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.415390Z

Source-reported events for the cited work

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

Observation 55df1018-aa31-4861-b926-65c566ebb95b · outbound

This paper cites OVOR : Oneprompt with virtual outlier regularization for rehearsal-free class-incremental learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning OVOR : Oneprompt with virtual outlier regularization for rehearsal-free class-incremental learning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.400535Z

Source-reported events for the cited work

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

Observation b4e08a35-7093-4a5e-8189-e7942524c1cb · outbound

This paper cites Visual prompt tuning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Visual prompt tuning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.572458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e51319e-e389-406c-86ee-05b94321ffcb · outbound

This paper cites Vector quantization prompting for continual learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Vector quantization prompting for continual learning

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.376453Z

Source-reported events for the cited work

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

Observation 45b6d2d7-c10d-4f9e-9532-b379fc441bda · outbound

This paper cites One-stage prompt-based continual learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning One-stage prompt-based continual learning

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.361989Z

Source-reported events for the cited work

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

Observation eda73f1a-f42c-423c-bfb8-3bf7132ecfc8 · outbound

This paper cites A., Milan, K., Quan, J., Ramalho, T., Grabska-Barwinska, A., et al.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning A., Milan, K., Quan, J., Ramalho, T., Grabska-Barwinska, A., et al

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.586629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 139f9e00-1b76-442b-a661-f2e3274d8217 · outbound

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

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Learning multiple layers of features from tiny images

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.338236Z

Source-reported events for the cited work

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

Observation db62e286-e840-428e-bdcb-c3bbbe64affd · outbound

This paper cites R., Song, X., Ma, Z., He, Y., Gong, Y., Qi, Y., and Wei, X.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning R., Song, X., Ma, Z., He, Y., Gong, Y., Qi, Y., and Wei, X

Reference 21

Resolution: verified exact; doi, observed 2026-08-08T12:21:25.834128Z

Source-reported events for the cited work

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

Observation 95226099-b3b7-452a-8431-fa3d903eea2a · outbound

This paper cites The power of scale for parameter-efficient prompt tuning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning The power of scale for parameter-efficient prompt tuning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.601631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ae6e8c2-49de-4f48-a8e9-2d941652cbc9 · outbound

This paper cites Dynamic Integration of Task-Specific Adapters for Class Incremental Learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Dynamic Integration of Task-Specific Adapters for Class Incremental Learning

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-08T12:21:25.870884Z

Source-reported events for the cited work

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

Observation 37ca86bf-ad29-4338-8f82-746042000c24 · outbound

This paper cites and Hoiem, D.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning and Hoiem, D

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.611565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b9e6d0b-0941-49ad-b8eb-f336db27c536 · outbound

This paper cites and Li, W.-J.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning and Li, W.-J

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.616112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e47b6ef-7758-46f8-a924-a71c46bf18c8 · outbound

This paper cites Rmm: Reinforced memory management for class-incremental learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Rmm: Reinforced memory management for class-incremental learning

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.306029Z

Source-reported events for the cited work

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

Observation c3824bfd-3655-4ee1-afce-c1bd7ef8c682 · outbound

This paper cites and Ranzato, M.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning and Ranzato, M

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.625711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ebad157-3351-47f4-a23d-9edaebe73e84 · outbound

This paper cites Visual prompt tuning in null space for continual learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Visual prompt tuning in null space for continual learning

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.282193Z

Source-reported events for the cited work

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

Observation 2f73b2cb-ca6c-4372-b30a-b2c82ad9a921 · outbound

This paper cites an unresolved cited work.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:21:26.267928Z

Source-reported events for the cited work

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

Observation e5d10ebd-570e-4884-9ad1-42d4a7f564d6 · outbound

This paper cites Ran PAC : Random projections and pre-trained models for continual learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Ran PAC : Random projections and pre-trained models for continual learning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.253633Z

Source-reported events for the cited work

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

Observation 455c24bc-81a2-4297-a6fa-fcf24ee51b89 · outbound

This paper cites I., Kemker, R., Part, J.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning I., Kemker, R., Part, J

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.646003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e4ec602-6aad-4202-aaea-a7ecb3f9bb03 · outbound

This paper cites an unresolved cited work.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:21:26.229730Z

Source-reported events for the cited work

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

Observation 353f3ba0-82d3-416e-8c2f-bef10556160c · outbound

This paper cites Dualnet: Continual learning, fast and slow.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Dualnet: Continual learning, fast and slow

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.214815Z

Source-reported events for the cited work

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

Observation 7f6554fc-5aa3-455a-97b2-0b9d4eddba40 · outbound

This paper cites an unresolved cited work.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.661846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd5e1155-38bf-4f5a-bfa3-f5b1623d1cfe · outbound

This paper cites Learning to learn without forgetting by maximizing transfer and minimizing interference.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Learning to learn without forgetting by maximizing transfer and minimizing interference

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.191293Z

Source-reported events for the cited work

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

Observation c0320655-3168-4e03-bbc1-40aee35c8c97 · outbound

This paper cites Imagenet large scale visual recognition challenge.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Imagenet large scale visual recognition challenge

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.671402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ef94deb-ee3c-4c11-8966-7342959a3b47 · outbound

This paper cites Gradient projection memory for continual learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Gradient projection memory for continual learning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.676388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9f39d12-dd19-4f6d-ae14-e82483148bcb · outbound

This paper cites K., Kim, J., and Kim, J.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning K., Kim, J., and Kim, J

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.681108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d763db15-4ff7-4662-a4c8-b91098b69228 · outbound

This paper cites S., Karlinsky, L., Gutta, V., Cascante-Bonilla, P., Kim, D., Arbelle, A., Panda, R., Feris, R., and Kira, Z.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning S., Karlinsky, L., Gutta, V., Cascante-Bonilla, P., Kim, D., Arbelle, A., Panda, R., Feris, R., and Kira, Z

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.685770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dabfc964-a877-4d71-af47-7ffd13154b73 · outbound

This paper cites Mos: Model surgery for pre-trained model-based class-incremental learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Mos: Model surgery for pre-trained model-based class-incremental learning

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.139682Z

Source-reported events for the cited work

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

Observation dc6ec1ae-6ee1-4dd0-a259-0270d1cc1bba · outbound

This paper cites Semantically-shifted incremental adapter-tuning is a continual vitransformer.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Semantically-shifted incremental adapter-tuning is a continual vitransformer

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.124869Z

Source-reported events for the cited work

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

Observation 4368fe26-1d4f-45ae-b419-9115728e14be · outbound

This paper cites Hydralora: An asymmetric lora architecture for efficient fine-tuning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Hydralora: An asymmetric lora architecture for efficient fine-tuning

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.110593Z

Source-reported events for the cited work

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

Observation 8a137cdb-4dc5-4fa0-861b-78b96773bc44 · outbound

This paper cites The caltech-ucsd birds-200-2011 dataset.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning The caltech-ucsd birds-200-2011 dataset

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.704930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c49765b3-27d0-4925-8e6e-81c38d2cd921 · outbound

This paper cites Hierarchical decomposition of prompt-based continual learning: Rethinking obscured sub-optimality.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Hierarchical decomposition of prompt-based continual learning: Rethinking obscured sub-optimality

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.086351Z

Source-reported events for the cited work

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

Observation 27905dde-1563-4f7d-a5d5-3ed27d63372b · outbound

This paper cites A comprehensive survey of continual learning: theory, method and application.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning A comprehensive survey of continual learning: theory, method and application

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.071137Z

Source-reported events for the cited work

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

Observation 31af9d58-1152-4e3f-bb5b-5913d1aa9856 · outbound

This paper cites Training networks in null space of feature covariance for continual learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Training networks in null space of feature covariance for continual learning

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.055792Z

Source-reported events for the cited work

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

Observation d96596a2-5765-47f0-ae89-65884eea3d63 · outbound

This paper cites S-prompts learning with pre-trained transformers: An occam’s razor for domain incremental learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning S-prompts learning with pre-trained transformers: An occam’s razor for domain incremental learning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.724083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10fa2750-2705-4e42-bfcf-cbb8ee2204fa · outbound

This paper cites Improving knowledge distillation via regularizing feature direction and norm.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Improving knowledge distillation via regularizing feature direction and norm

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:26.030622Z

Source-reported events for the cited work

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

Observation a9c499ed-def6-427e-a132-34daf2839bf8 · outbound

This paper cites Revisiting the Power of Prompt for Visual Tuning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Revisiting the Power of Prompt for Visual Tuning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.733578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5082b05-6401-4a6c-abf6-5e1eb7045c6e · outbound

This paper cites Dualprompt: Complementary prompting for rehearsal-free continual learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Dualprompt: Complementary prompting for rehearsal-free continual learning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.738666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04365f0e-9860-44f6-8ca0-a92e932454c7 · outbound

This paper cites Learning to prompt for continual learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Learning to prompt for continual learning

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.743323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e010fa96-9118-4f43-9db5-a35e0d15e83d · outbound

This paper cites Optimizing mode connectivity for class incremental learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Optimizing mode connectivity for class incremental learning

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:25.996795Z

Source-reported events for the cited work

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

Observation 0e884e10-9a89-4bf5-b851-e6b5e013a4fc · outbound

This paper cites an unresolved cited work.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:21:25.981999Z

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

Observation c9734ff8-d27e-4207-8871-f8d5e6795948 · outbound

This paper cites Continual learning through synaptic intelligence.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Continual learning through synaptic intelligence

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:25.967404Z

Source-reported events for the cited work

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

Observation 8b2c767a-ab24-4a1b-9eca-a4685f929629 · outbound

This paper cites Fine-grained knowledge selection and restoration for non-exemplar class incremental learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Fine-grained knowledge selection and restoration for non-exemplar class incremental learning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.762447Z

Source-reported events for the cited work

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Observation 841f7537-e4de-4775-8042-7b2ef6b1a253 · outbound

This paper cites Slca: Slow learner with classifier alignment for continual learning on a pre-trained model.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Slca: Slow learner with classifier alignment for continual learning on a pre-trained model

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:25.941934Z

Source-reported events for the cited work

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

Observation e958a50a-8a8d-46ff-b0ab-c558a30a1b20 · outbound

This paper cites Continual learning with pre-trained models: A survey.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Continual learning with pre-trained models: A survey

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:25.926568Z

Source-reported events for the cited work

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

Observation b8ee152f-6091-40f8-8a56-5502be28cdf4 · outbound

This paper cites Expandable subspace ensemble for pre-trained model-based class-incremental learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Expandable subspace ensemble for pre-trained model-based class-incremental learning

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:25.911236Z

Source-reported events for the cited work

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

Observation 595ceaff-13d5-4d8e-8e48-e3a478d5b846 · outbound

This paper cites Prototype augmentation and self-supervision for incremental learning.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning Prototype augmentation and self-supervision for incremental learning

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:21:25.896127Z

Source-reported events for the cited work

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

Observation f6abcf1f-97f8-4667-babf-5e1622435c4d · outbound

This paper cites write newline.

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning write newline

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-08T12:21:25.785367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a4fbffae-b71b-463c-99a2-76741c84795f · inbound

Circumventing Safety Alignment in Large Language Models Through Embedding Space Toxicity Attenuation cites this paper.

Circumventing Safety Alignment in Large Language Models Through Embedding Space Toxicity Attenuation Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:26:14.125247Z

Source-reported events for the cited work

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