Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T12:18:26.355829Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2507.21945.
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 2026-08-06T12:18:26.355829Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 293d6fb2-0392-45ce-9586-c84c1a239967 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Finediving: A fine-grained dataset for procedure-aware action quality assessment
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e9c96844-2699-418e-9bf9-aea2a583ef50 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Fine-grained spatio-temporal parsing network for action quality assess- ment.IEEE Transactions on Image Processing, 32:6386–6400, 2023
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bce7b54f-aafb-4f97-b38d-1f2e3ad1d1ca · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Learning to score figure skating sport videos.IEEE transactions on circuits and systems for video technology, 30(12):4578– 4590, 2019
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b9c9d0af-3ffd-43c5-bfa0-60fba00ce5e0 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Hybrid dynamic-static context-aware attention network for action assessment in long videos
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f703451b-5f11-4694-a114-ee6f3d629405 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment End-to-end object detection with transformers
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fae1c94c-ff63-46bd-b38d-4890b04186f0 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Likert scoring with grade decoupling for long-term action assessment
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0355ddde-df52-4237-93d8-7814f517d19c · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Localization-assisted uncertainty score disentanglement net- work for action quality assessment
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 10f02535-4362-44a8-a5d1-6e4330fe6d0a · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Skating-mixer: Long-term sport audio- visual modeling with mlps
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a137ae47-4f6a-4496-a78a-dbd49b3bc654 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Multimodal action quality assess- ment.IEEE Transactions on Image Processing, 2024
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 42c0b6d9-8172-420e-9538-900c4e13dc03 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Audio-visual scene analysis with self-supervised multisensory features
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3aa4d9d9-625d-42c8-8ca1-a744569cd76a · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Dual attention matching for audio-visual event localization
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c5da39c2-3d3a-4cef-98d2-fadf74989a0b · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Egocentric deep multi-channel audio-visual active speaker localization
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d69bf16c-1e26-4758-83d9-628fe87471fd · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Assessing the quality of actions
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ee7b2f01-1aec-417b-b3bb-efc9d3d894c1 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Learning to score olympic events
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6133f46d-31a4-4a7e-b90b-a5545b9c8fb3 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Scoringnet: Learning key fragmentforactionqualityassessmentwithrankinglossinskilledsports
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2c24ff34-4a45-44be-8408-6740c5944ac1 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment S3d: Stacking segmental p3d for action quality assessment
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cbc69f9b-b598-4031-884c-9857ee33c4da · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment What and how well you performed? a multitask learning approach to action quality assessment
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 86725ee6-d879-47df-aea2-21bae0051371 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Action quality assess- ment using siamese network-based deep metric learning.IEEE Trans- actions on Circuits and Systems for Video Technology, 31(6):2260–2273, 2020
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 05c56ede-cb32-4a2a-9325-622501bcd876 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Group-aware contrastive regression for action quality assessment
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1bf7300b-4013-408e-8638-66c6b208df1e · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Tsa-net: Tube self-attention network for action quality assess- ment
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5b1f2cf4-99be-4007-b2fa-335733409e54 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment The pros and cons: Rank-aware temporal attention for skill determination in long videos
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ce7576cd-de75-4a86-b20d-eff8782e34aa · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Logo: A long-form video dataset for group action quality assessment
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 54681c95-aeda-4cf9-aca8-04ec0f6c8b98 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Audiovisual SlowFast Networks for Video Recognition
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81734ab5-1ad0-4503-83d4-00709ab74d6b · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Listentolook: Actionrecognitionbypreviewingaudio
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 565f5d5d-8e86-4cb2-9ba0-be13bcebb5d9 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Cross- attentional audio-visual fusion for weakly-supervised action localization
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e52dcf7d-07b4-465c-be09-7cb7d4688d30 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Cross-modal background suppression for audio- visual event localization
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b365b3dc-c437-428e-b17f-2b8798d840de · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Mmw-aqa: Multimodal in-the-wild dataset for action quality assess- ment.IEEE Access, 2024
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5316e41a-8695-4090-a504-b1b094029013 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Vision-language action knowledge learning for semantic-aware action quality assessment
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 373a5f44-f617-4a56-826b-dcf0f2b3c98a · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Learning semantics- guided representations for scoring figure skating.IEEE Transactions on Multimedia, 26:4987–4997, 2023
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6466f5bb-3bea-4602-976b-3fd74bde4804 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Temporal and cross-modal attention for audio-visual zero-shot learning
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 28f464e8-07a7-4ac6-af2c-8f45d0800f4e · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Cross-attention is not always needed: Dynamic cross-attention for audio-visual dimensional emotion recognition
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dc635a20-9a1d-41c8-b400-95e65f7d9f20 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment AlignVSR: Audio-Visual Cross-Modal Alignment for Visual Speech Recognition
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 81151f82-1911-418a-9873-2a844699de31 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a091c2c-f28a-4b37-a51e-d7c82d18db2c · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Temporal alignment networks for long-term video
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0cce93b2-4bc4-4ec1-b98c-a11a30d0c358 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Temporal and cross-modal attention for audio-visual zero-shot learning.Advances in neural information processing systems, 35:38032–38045, 2022
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 371a4223-90b5-496a-ad60-888a71e4af2e · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Video and accelerometer-based motion analysis for automated surgical skills assessment.International journal of computer assisted radiology and surgery, 13:443–455, 2018
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation be99137b-cb2b-4394-9f9e-23c44703000e · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Audio set: An ontology and human-labeled dataset for audio events
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cae90976-fcc6-48fb-9880-545d7827f2bc · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Action quality assessment with temporal parsing transformer
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 47c93c07-361c-486a-bf55-ee1634b7f01a · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Learning spatiotemporal features with 3d convolu- tional networks
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a7d2812a-e2a4-4ec1-bf60-f120a2df2321 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Video and accelerometer-based motion analysis for automated 43 surgical skills assessment.International journal of computer assisted radiology and surgery, 13:443–455, 2018
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation be607b59-d4b6-4031-b12e-9f75cf801bc5 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Deep resid- uallearningforimagerecognition
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b63b5445-ccb8-4bc5-b274-386495198d89 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Quo vadis, action recognition? a new model and the kinetics dataset
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 187f7f20-0af3-4e6f-a632-27b512db3adc · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment AST: Audio Spectrogram Transformer
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f0a990d-0458-4ace-99a2-e20b3a350c74 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Joint visual and audio learning for video highlight detection
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation da49cd3c-3a8c-444d-a127-ce5d3ba5b860 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment MSAF: Multimodal Split Attention Fusion
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be1ce44f-b478-4363-9b88-7c5c7f62d816 · outbound
Attention-Driven Multimodal Alignment for Long-term Action Quality Assessment Umt: Unified multi-modal transformers for joint video moment retrieval and highlight detection
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
No inbound Pith citation observations are available.