Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T14:55:32.905050Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2508.20732.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T14:55:32.905050Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
28 of 28 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3d7212a4-5ac1-4578-90c6-ebd2d1c13679 · outbound
Online incremental learning for audio classification using a pretrained audio model Continual lifelong learning with neural networks: A review,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e0a6d30a-ab34-4ea9-800e-bb98a8a05de2 · outbound
Online incremental learning for audio classification using a pretrained audio model Adapter incremental continual learning of efficient audio spectrogram transformers,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 31704c74-48f4-44cd-a2c7-f9e964d98dc7 · outbound
Online incremental learning for audio classification using a pretrained audio model Task incremental learning with static memory for audio classification without catastrophic interference,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fa0b1f40-76e7-42ba-8bd5-2d3faca6d8dc · outbound
Online incremental learning for audio classification using a pretrained audio model Class-incremental learning for multi- label audio classification,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation db5b188f-43f5-422c-abda-81e36dbbf69d · outbound
Online incremental learning for audio classification using a pretrained audio model Learning representations for new sound classes with continual self-supervised learning,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 13f3aeaf-9724-4375-a932-d78c2fc36455 · outbound
Online incremental learning for audio classification using a pretrained audio model Continual learning of new sound classes using generative replay,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b3a9964a-43e9-415b-b402-bbee7ac60e3f · outbound
Online incremental learning for audio classification using a pretrained audio model Online domain-incremental learning approach to classify acoustic scenes in all locations,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 32cb7bea-2ca7-4d28-b801-967c925365b8 · outbound
Online incremental learning for audio classification using a pretrained audio model Acoustic scene classification across multiple devices through incremental learning of device-specific domains,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 78e75e58-5a8d-4335-b9a3-eb90c4a2349b · outbound
Online incremental learning for audio classification using a pretrained audio model Three scenarios for continual learning,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bba51dca-c849-4920-ab8c-e962f54ec37c · outbound
Online incremental learning for audio classification using a pretrained audio model Domain-incremental learning for audio classification,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 267f0024-7301-40da-9f97-c9d319a4b057 · outbound
Online incremental learning for audio classification using a pretrained audio model A closer look at class-incremental learning for multi-label audio classification,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a7bbd00f-e377-4806-b589-935a1e1eac85 · outbound
Online incremental learning for audio classification using a pretrained audio model PANNs: Large-scale pretrained audio neural networks for audio pattern recognition,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4c4f6847-8416-45c5-b60a-17a5e8c84e03 · outbound
Online incremental learning for audio classification using a pretrained audio model Ast: Audio spectrogram transformer,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b5a79037-a7ac-46ae-8032-f4086471ed1e · outbound
Online incremental learning for audio classification using a pretrained audio model Efficient training of audio transformers with patchout,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6a7d9879-403b-4698-b68d-2583d2bda411 · outbound
Online incremental learning for audio classification using a pretrained audio model SSAST: Self-supervised audio spectrogram transformer,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e708e521-815b-4d92-90cb-23e225391ae7 · outbound
Online incremental learning for audio classification using a pretrained audio model Enhancing acoustic scene classification with layer-wise fine-tuning on the SSAST model,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 467b35ac-986c-4eb3-bc3f-f587d64d004d · outbound
Online incremental learning for audio classification using a pretrained audio model CED: Consistent ensemble distillation for audio tagging,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 038ba0a5-53bf-4fbe-9a78-8fe0c6490846 · outbound
Online incremental learning for audio classification using a pretrained audio model Fine-tune the pretrained atst model for sound event detection,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2eae152f-818b-4b93-aa38-64e836289147 · outbound
Online incremental learning for audio classification using a pretrained audio model Few- shot continual learning for audio classification,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6e2c37f4-6829-4ad3-a226-440f415f790a · outbound
Online incremental learning for audio classification using a pretrained audio model Few-shot class-incremental audio classification using dynamically expanded classifier with self- attention modified prototypes,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation da5727a8-0a04-489a-b594-bc5e43f23123 · outbound
Online incremental learning for audio classification using a pretrained audio model Few-shot class-incremental audio classification with adaptive mitigation of forgetting and overfitting,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6c2076f5-61fe-4dec-95f5-b9a80fd21c31 · outbound
Online incremental learning for audio classification using a pretrained audio model Understanding intermediate layers using linear classifier probes
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a60f565f-22ed-4c56-b9a3-f790b861bb75 · outbound
Online incremental learning for audio classification using a pretrained audio model A simple episodic linear probe improves visual recognition in the wild,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 17edd5a5-49c3-4853-be06-cb439bc62535 · outbound
Online incremental learning for audio classification using a pretrained audio model Ranpac: Random projections and pre-trained models for continual learning,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 733783ac-347b-4381-ae63-aa73425e9afd · outbound
Online incremental learning for audio classification using a pretrained audio model ESC: Dataset for Environmental Sound Classification,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2a510680-c88c-4340-aeaa-688db60bf269 · outbound
Online incremental learning for audio classification using a pretrained audio model Environmental sound classification with convolutional neural networks,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3e6af9b0-753d-4c02-a3fc-f98bf85ea112 · outbound
Online incremental learning for audio classification using a pretrained audio model A multi-device dataset for urban acoustic scene classification,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a636a5f2-282e-4df8-9d05-8e36b0912df8 · outbound
Online incremental learning for audio classification using a pretrained audio model SGDR: Stochastic gradient descent with warm restarts,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
No inbound Pith citation observations are available.