Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T11:22:11.094770Z
Paper Citation Record · LEDGER
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training
As of 15 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2507.22781.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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
Reference resolution
62 of 62 outbound references displayed
- verified exact6
- verified fuzzy3
- unresolved52
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation effd9037-0481-4087-af1f-a8d58e086193 · outbound
This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:05.411665Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0747430c-e929-4d4b-bce4-1dd373c9ef16 · outbound
This paper cites Qwen2.5-VL Technical Report.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Qwen2.5-VL Technical Report
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:05.477912Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad31c558-72e1-46b5-bcc5-adb8ac9b5e32 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:05.573195Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2d51abc-683e-4a18-ba05-5ca05c79365d · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.477087Z
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.
Observation ab54ee9f-25ef-417d-8411-9d7fae8c0eb0 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.467168Z
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.
Observation c85ce3f1-f6e2-463a-8fcd-c8df423c9f91 · outbound
This paper cites AV-Deepfake1M++: A Large-Scale Audio-Visual Deepfake Benchmark with Real-World Perturbations.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training AV-Deepfake1M++: A Large-Scale Audio-Visual Deepfake Benchmark with Real-World Perturbations
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:05.863936Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e5fbcac-e2cb-42b6-9d64-27246ed549d7 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.456470Z
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.
Observation a5491269-5b38-4986-91db-026a580beefb · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.445155Z
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.
Observation be9b7e5e-a7f2-4308-a71a-347824d9cc69 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.433466Z
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.
Observation e1a4e95e-0f2c-42cc-bc94-d6fcf5b3ce6d · outbound
This paper cites ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:06.232168Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3ee7575-72e5-4b64-9a61-379af7054532 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.413407Z
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.
Observation 951a740e-9443-47d1-b60e-ca3cce531441 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.402949Z
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.
Observation 83199327-1f1c-43ce-b2e5-83f959260212 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.391508Z
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.
Observation bc871ed8-fa1d-4bea-8be2-fe007dfce378 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.370167Z
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.
Observation 1ab97031-acef-4f9e-ad8d-c56aaaabeb64 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.358812Z
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.
Observation 2b7a913f-8324-4b44-9b1e-1b9e3f5b7820 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.347515Z
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.
Observation cd284ad0-8c6d-44a8-8089-e4fe71e5290b · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.335767Z
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.
Observation 9611d3b2-7769-4130-9ec5-359f6276a384 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:07.192945Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef17a6f6-5b3b-4eed-a1fd-b7145d65b926 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:07.239818Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4200f296-1d42-43ed-b819-ecd860d9a56a · outbound
This paper cites FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:07.367992Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70d7e93e-960b-4341-aa21-9ae7c69c9739 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:07.450675Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e81d721-8450-46f8-8ee6-f1a21ce056e0 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training LLaVA-OneVision: Easy Visual Task Transfer
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:07.629431Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c729d69-5cf2-4e11-a5d6-6a17c1349d08 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.305056Z
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.
Observation 83e6d246-856a-459c-a113-a803222f8168 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.293319Z
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.
Observation 967b6b02-e4b3-42d3-82d9-8529ca70ce21 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:07.958818Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a6f3d12-8ea7-4a62-a844-66cdb26152bb · outbound
This paper cites Decoupled Weight Decay Regularization.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Decoupled Weight Decay Regularization
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:08.150028Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e30bebd7-02f5-4476-921a-def0d6d8376b · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 27
- Resolution
- verified exact
- doi, observed 2026-08-06T11:22:11.786336Z
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.
Observation cb39c92b-bd58-4f6f-ad10-092f0a1893ef · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:08.369036Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37c58238-42ff-4bf9-953b-4bed40a2e803 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:08.500385Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b3d9346-d2f6-4cd7-b211-1a9415148ae3 · outbound
This paper cites In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:22:13.277858Z
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.
Observation a1931f7f-fb2e-4e03-a7c1-f53aa8c2a5ca · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.257452Z
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.
Observation c7509f94-6061-400e-a3ab-c688ac59ffe7 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.246457Z
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.
Observation e50fe659-5e26-497c-971d-a732af370509 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:09.036940Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aed89379-dbe6-4ca4-84f2-23e2fba0b7cc · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.229217Z
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.
Observation 950af699-33d2-4395-a2a1-eb8434b832ca · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.268243Z
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.
Observation c6c5c237-94e7-4014-9c08-2d56396cf76f · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.213411Z
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.
Observation a0647a3f-c126-49dc-baa4-efa1791696ea · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.204296Z
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.
Observation d28d1515-0ce5-4446-99ca-2500ef15e566 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 38
- Resolution
- verified exact
- raw_fallback, observed 2026-08-06T11:22:12.106579Z
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.
Observation eff0526c-e9e6-4ba3-991b-9c7ef0626f98 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 39
- Resolution
- verified exact
- doi, observed 2026-08-06T11:22:11.616681Z
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.
Observation 21685015-2d51-4f6e-827e-06f166f1b562 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:09.313558Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6e54fc4-3801-41d8-90dd-2a439f743eb6 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.183491Z
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.
Observation 69ecbad6-15f3-4c3e-b905-19afa07a3021 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.174336Z
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.
Observation 550cf1ac-bb23-4821-b51c-c87adf33cdb1 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.164644Z
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.
Observation 67a6ee80-0852-4adb-9752-93e8c9d8ef55 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 44
- Resolution
- verified exact
- doi, observed 2026-08-06T11:22:11.459447Z
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.
Observation 22cc9f4b-dd66-4b1d-9dc2-f81a0c8f42b5 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.193431Z
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.
Observation aa3a5a36-b428-4ce8-b9ae-39384141ac51 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.154808Z
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.
Observation 4ac61163-a401-4056-a125-e57f5f5d7156 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:10.252632Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0de8c958-c5e2-4b57-982b-ef280b189337 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.144085Z
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.
Observation 8768b146-5d26-4721-b7fb-5b8611c43ba7 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.134274Z
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.
Observation 1171e4f6-1351-435f-ae4e-ac3f5ac56389 · outbound
This paper cites CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:10.032757Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4053ef7-be47-4908-be0b-255e067d5932 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.113630Z
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.
Observation 0fa8b4b3-86be-4b42-b828-3ba73d142268 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 52
- Resolution
- verified exact
- doi, observed 2026-08-06T11:22:11.289869Z
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.
Observation 06a8dfcf-bfd4-46a4-8af0-f84c57d4259c · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:10.727452Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b942b722-472b-4e67-bf01-648e65d2b7a8 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.095957Z
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.
Observation e0b9dcc3-b21a-44a0-a7ba-60578e7b11f5 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.124121Z
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.
Observation 64682249-b972-4a9f-89aa-cf6e4eb7dae2 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:22:11.003082Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf2b3cec-c6b8-4b10-b4dd-de27c27bcd7b · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:12.967277Z
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.
Observation d2f5310c-e3d0-4be9-801b-ded63e567e65 · outbound
This paper cites an unresolved cited work.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:22:13.083669Z
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.
Observation 8a192271-f78a-483e-b291-d47b09b5462c · outbound
This paper cites Pattern Analysis and Applications 25, 4 (2022), 981–992.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training Pattern Analysis and Applications 25, 4 (2022), 981–992
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:22:13.380191Z
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.
Observation 413f7d4f-1e0c-4756-a4dd-e455d85535a7 · outbound
This paper cites In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:22:13.423278Z
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.
Observation 1b457127-83af-4786-8a86-36ed0d4483e1 · outbound
This paper cites In 2024 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT).
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training In 2024 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT)
Reference 2024
- Resolution
- verified exact
- raw_fallback, observed 2026-08-06T11:22:12.712624Z
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.
Observation e5348dba-3fe9-4ea4-a7fc-2ebc60caace8 · outbound
This paper cites StreamUni: Achieving Streaming Speech Translation with a Unified Large Speech-Language Model.
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training StreamUni: Achieving Streaming Speech Translation with a Unified Large Speech-Language Model
Reference 2025
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T11:22:12.420970Z
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.
Pith citing papers
No inbound Pith citation observations are available.