Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T23:08:22.923816Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2605.08945.
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 2026-06-30T23:08:22.923816Z
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
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8c39c0f7-0679-4485-8a1e-ecfc5125ba30 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Tsa-net: Tube self-attention network for 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 f7bcaf49-7ff9-4776-9762-448b65040e1f · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Egcn: An ensemble-based learning framework for exploring effective skeleton- based rehabilitation exercise assessment
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 f30fc22a-2fad-45ca-8996-80b75f65a076 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment A decade of action quality assessment: Largest systematic survey of trends, challenges, and future directions: Hao yin et al
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 ddfa4ef2-4d87-481c-9593-2bb6b57507d9 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Uil-aqa: Uncertainty-aware clip-level interpretable action quality assessment
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 c42140b0-346a-452b-b032-5738bdace25e · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Causality-enhanced multiple instance learning with graph convolutional networks for parkinsonian freezing-of-gait assessment
Reference 5
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 55759025-b3fe-4845-8a58-b849496fe222 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Sedskill: Surgical events driven method for skill assessment from thoracoscopic surgical videos
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 a857e165-e4fc-474f-a377-63b4ec3e5dab · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Phi: Bridging domain shift in long-term action quality assessment via progressive hierarchical instruction
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 7b8e52b1-33d1-4381-a21a-5df8424ae03f · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Learning semantics-guided representations for scoring figure skating
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 3c5a2bbb-5d71-480f-a70e-d270059cc0dd · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Video swin transformer
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 3b23a9f2-4076-4209-8c1a-d0bf59e1dba6 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Quo vadis, action recognition? a new model and the kinetics dataset
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 00a2788b-c7b3-4618-8572-69c5f99f2ce3 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Learning spatiotemporal features with 3d convolutional networks
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 e5de6837-ffc5-4584-95a3-32b36125fef3 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Enhancing long-term action quality assessment: A dual-modality dataset and causal cross- modal framework for trampoline gymnastics
Reference 12
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 e6907ffe-7c0f-4748-9bae-50e43c63e504 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Hierarchical graph convolutional networks for action quality assessment
Reference 13
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 5e9fee57-84c3-45c2-b4ae-6632c0070113 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Action assessment by joint relation graphs
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 1f8fd51b-f446-4008-9d68-3168c1656c96 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Adaptive spatiotemporal graph transformer network for action quality assessment
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 3bc0ae3b-ed9f-4d9f-88e9-370f9e2671ec · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Language-guided audio-visual learning for long-term sports assessment
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 60736842-e327-43cc-9643-d31db6887bcd · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Nar- rative action evaluation with prompt-guided multimodal interaction
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 70aff438-8325-4f05-9a37-78fdfa7e3fa1 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Vision- language action knowledge learning for semantic-aware 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 d26353d2-0deb-472e-9d8c-4019e4263ab0 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Skating-mixer: Long-term sport audio-visual modeling with mlps
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 dd57c6ab-6de1-44d5-a0f5-91afbb8b6a30 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Multimodal action quality assessment
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 ebcac11e-9dc4-489f-8917-d9d42f96c055 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Techcoach: Towards technical-point-aware descriptive action coach- ing
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 cd23d441-373b-4f4b-9813-e2505365da3c · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment From beats to scores: A multi-modal framework for comprehensive figure skating assessment
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 2161fe66-a7e9-4ebd-9b6c-3ea65c693c4c · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal 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 37663e39-095c-4bef-96b8-4fb54b2b9ce3 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Magr: Manifold-aligned graph regularization for continual 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 7000bb2b-c6c2-4ba3-8670-7fda481122dd · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment What and how well you performed? a multitask learning approach to action quality assessment
Reference 25
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 57b1be7c-c638-4246-8820-16e5c8167e92 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Human-centric fine-grained action quality assessment
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 6747189a-57e4-411d-8c9a-a12ac5a570a3 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Group-aware contrastive regression for action quality assessment
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 bc9e5300-8ebb-4644-a823-a1e10d7212e3 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Pairwise contrastive learning network for action quality assessment
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 8ae9a53e-417d-4c5d-bafd-089147ff359e · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Finediving: A fine- grained dataset for procedure-aware action quality assessment
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 0be0d6ed-d26c-4d75-b273-8559818b846d · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Action quality assessment with temporal parsing transformer
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 5f56d253-ee33-4564-9d2a-15578041a36b · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Likert scoring with grade decoupling for long-term action assessment
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 827247ad-26f2-4551-84a4-002f797cb1cc · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Localization- assisted uncertainty score disentanglement network for action quality assessment
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 996accf9-2b20-461d-b66a-200b2dc2e329 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Cofinal: Enhancing action quality assessment with coarse-to-fine instruction alignment
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 b7bac4e6-2ea7-4b58-958f-dc1128d51a35 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Quality-guided vision- language learning for long-term action quality assessment
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 0f81a099-7381-4541-a7e8-0c4e4477b72a · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Learning long-range action repre- sentation by two-stream mamba pyramid network for figure skating assessment
Reference 35
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 78376c3f-15dd-4b2d-bd13-8c2f48b145c1 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Attention-driven multimodal align- ment for long-term action quality assessment
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 426e43a0-f8ce-41f6-8459-ad0908d68427 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Bert: Pre-training of deep bidirectional transformers for language understanding
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 717a3029-641c-4c50-8a58-319781267032 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Language models are few-shot learners
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 eef476c3-a41b-46d2-ad4f-261eaa889e53 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 39
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 fa7f6fad-bea4-4523-8ca5-92ff9b882f40 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Visual-semantic alignment temporal parsing for action quality assessment
Reference 40
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 f82ba168-5743-45dd-ade7-2b7f0074d560 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Rica 2: Rubric- informed, calibrated assessment of actions
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 52795b96-6833-49a3-9d45-554e68b59264 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Hybrid dynamic-static context-aware attention network for action assessment in long videos
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 f25ae1af-39c8-4886-8104-9415737de78d · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Learning to score figure skating sport videos
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 d2a88985-0584-48ba-a27a-3c7ddb39839f · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Umt: Unified multi-modal transformers for joint video moment retrieval and highlight detection
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 1615ff62-8f0f-45b5-88ca-ec17e943ee2e · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment MSAF: Multimodal Split Attention Fusion
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 2f8a60d7-e8af-434b-98f2-47decbd258e1 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Action quality assessment across multiple actions
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 8ecfdd85-84f9-4bbf-a310-de623875dee2 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Video and accelerometer-based motion analysis for automated surgical skills assessment
Reference 47
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 ce36f806-6d6a-4147-9279-af992c73bede · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment AST: Audio Spectrogram Transformer
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 05cdbaee-eed9-4135-9dc8-986db1282898 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Audio set: An ontology and human- labeled dataset for audio events
Reference 49
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 85acfde2-d08b-45ab-a244-94d9dcb18a9f · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Learning to score olympic events
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.
Observation a51f5da5-a098-467c-bfff-d4e70150ca45 · outbound
MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment Joint visual and audio learning for video highlight detection
Reference 51
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.