Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T15:13:04.420943Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 100 of 127 outbound references and 0 inbound Pith citation observations for arXiv:2412.11228.
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 2026-08-11T15:13:04.420943Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
100 of 127 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ee69c092-f209-4729-8774-6571b583892c · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition The youtube video recommendation system,
Reference 1
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Observation 17bcd798-c462-4af3-89fb-80a3201f2bf6 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Content-based video recommendation system based on stylistic visual features,
Reference 2
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Observation 67240e45-3801-4fb0-9f43-98eea11f0440 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition A unified personalized video recommendation via dynamic recurrent neural networks,
Reference 3
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Observation 2ff0a395-4dff-4fd0-9414-73786b06b464 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition A system for video surveillance and monitoring,
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Observation 59c75ff5-ac8d-4d53-b7dd-4713190f6af2 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Distributed deep learning model for intelligent video surveillance systems with edge computing,
Reference 5
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Observation 83530c02-eb62-4c4f-82f5-49b2d2a27214 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Searching video for complex activities with finite state models,
Reference 6
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Observation 86c690d0-4c2f-4ffd-8ddd-fec1fd8983c6 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Slowfast networks for video recognition,
Reference 7
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Observation 7024496e-9777-4bab-b8a2-3a4ae916ed7d · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Deep feature flow for video recognition,
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Observation 16464f36-6bf5-43c8-bb8c-587e955b8111 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Convolutional two- stream network fusion for video action recognition,
Reference 9
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Observation 32581267-a390-4312-b0ca-5b935d540ceb · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Quo vadis, action recognition? a new model and the kinetics dataset,
Reference 10
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Observation a5a8d62a-58aa-41bd-9999-5a17e0ad583a · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Learn- ing spatiotemporal features with 3d convolutional networks,
Reference 11
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Observation 7f7009b6-d49b-401b-8cce-c04ea8d02f55 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Can spatiotemporal 3d cnns retrace the history of 2d cnns and imagenet?
Reference 12
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Observation 2ba222c3-d250-462f-a094-b44e0e486e27 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Liteeval: A coarse- to-fine framework for resource efficient video recognition,
Reference 13
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Observation 8199ae95-3bdc-469f-aad4-18b4ab80d9f0 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Multi-agent rein- forcement learning based frame sampling for effective untrimmed video recognition,
Reference 14
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Observation ba5d9e32-4134-41d1-a0a7-09876e9b7bec · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition A dynamic frame selection framework for fast video recognition,
Reference 15
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Observation edd45991-434d-43ac-90d7-5ea7f78620c6 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Scsampler: Sampling salient clips from video for efficient action recognition,
Reference 16
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Observation 49073e31-c6d9-45e3-85fb-f407bb1482b3 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Listen to look: Action recognition by previewing audio,
Reference 17
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Unavailable: canonical work link unavailable.
Observation 257b296e-694c-4f25-abdc-ec69ed0362d5 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Ar-net: Adaptive frame resolution for efficient action recognition,
Reference 18
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Unavailable: canonical work link unavailable.
Observation f9ede248-d690-4760-9659-f7097834426b · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Ocsampler: Compressing videos to one clip with single-step sampling,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 887306bf-c609-4b3d-b0b2-1f25b394a0d0 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Recurrent models of visual attention,
Reference 20
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Unavailable: canonical work link unavailable.
Observation 6877945c-2c95-49bb-a5b0-854dd9065392 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Look closer to see better: Recurrent attention convolutional neural network for fine-grained image recognition,
Reference 21
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Unavailable: canonical work link unavailable.
Observation a186cd7c-45b9-4cf3-a441-a20fe5fe3d07 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Spatially adaptive inference with stochastic feature sampling and interpolation,
Reference 22
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Unavailable: canonical work link unavailable.
Observation b4259aeb-c9fc-49cd-b53c-9aa11e3d1e91 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Dynamic neural networks: A survey,
Reference 23
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Observation ea90a582-9d19-4f04-9bc0-73f817c5a28c · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Glance and focus networks for dynamic visual recognition,
Reference 24
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Unavailable: canonical work link unavailable.
Observation 76476764-0631-4c62-9de0-177d5781d2ad · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Dynamic spatial sparsification for efficient vision transformers and convolutional neural networks,
Reference 25
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Unavailable: canonical work link unavailable.
Observation 02b5e970-70d8-452c-bd3e-b3e152f94e0d · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Tsm: Temporal shift module for efficient video understanding,
Reference 26
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Observation 5c53cc6d-1a4a-493b-8690-49dd92f280fe · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition X3d: Expanding architectures for efficient video recognition,
Reference 27
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Observation 0606d5ed-99e5-4ffb-8c48-f9cb14bdea02 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Adaptive focus for efficient video recognition,
Reference 28
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Observation 92bc39ed-a569-43b9-ac0a-ba6792315a0d · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Adafocus v2: End-to-end training of spatial dynamic networks for video recognition,
Reference 29
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Observation e51c1fa9-4a6a-4c7b-b3bd-20967d4dc7c3 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Adafocusv3: On unified spatial-temporal dynamic video recognition,
Reference 30
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Observation b761353c-05ad-4df6-b27e-a68e188593c9 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Activitynet: A large-scale video benchmark for human activity understanding,
Reference 31
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Observation 120537fc-d2dd-450d-a60f-c2ea9ecbb57f · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Exploiting feature and class relationships in video categorization with regularized deep neural networks,
Reference 32
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Unavailable: canonical work link unavailable.
Observation e455f3ef-f987-41d7-9f7b-dca5c9950f0f · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition The Kinetics Human Action Video Dataset
Reference 33
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Observation ebc5312d-c7bf-40c3-814a-b48c901c2d24 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition The "something something
Reference 34
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Observation 942d1591-27bf-468f-8a05-3665b83e0d88 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition The jester dataset: A large-scale video dataset of human gestures,
Reference 35
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Observation 1fe5fd39-bb1a-4fc7-8b0e-d6352305c9b0 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Temporal segment networks: Towards good prac- tices for deep action recognition,
Reference 36
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Observation b595a528-1fef-4f49-83a7-cdc5e92a5bc7 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Long-term recurrent convolutional networks for visual recognition and description,
Reference 37
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Observation 1e1a6e66-c2d8-453e-b60c-d30bf93fd49c · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Recurrent tubelet proposal and recognition networks for action detection,
Reference 38
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Observation 25ce5452-f641-4535-a0dd-fae92b32d3a6 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Beyond short snippets: Deep net- works for video classification,
Reference 39
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Observation 10d6a03c-31e4-4b78-a312-e94414bcb166 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Gate-shift networks for video action recognition,
Reference 40
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Observation 8828fd6b-00af-447d-8596-0639b840ac28 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Adafuse: Adaptive temporal fusion network for efficient action recognition,
Reference 41
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Observation 9e4420a3-fe93-4e36-b275-be81ddb3abc1 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Spatiotemporal multiplier networks for video action recognition,
Reference 42
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Observation be1c474c-5a90-4935-8fc6-ec395d917566 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Searching for two-stream models in multivariate space for video recognition,
Reference 43
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Observation 34b8a736-7dd7-4f92-a13b-2606591972d9 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition An image is worth 16x16 words: Transformers for image recognition at scale,
Reference 44
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Observation 05a33649-efbe-4913-b24c-da2faab3fbc0 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Vivit: A video vision transformer,
Reference 45
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Observation 08fa2961-c0fc-4bdc-a6dc-dbd2eae4f743 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Video swin transformer,
Reference 46
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Observation 6e776662-972a-4abd-a459-fa8e758658ac · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Is space-time attention all you need for video understanding?
Reference 47
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Observation 7768dda2-03df-4d8a-8c79-a8332b67f6ba · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Video transformer network,
Reference 48
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Observation 7cb709c0-f1c8-4017-a6ce-4b1fdafc4eb3 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition A closer look at spatiotemporal convolutions for action recognition,
Reference 49
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Observation 94c004c4-5215-415a-8442-7756795afd7e · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Eco: Efficient convolutional network for online video understanding,
Reference 50
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Observation f9203d4d-3e9d-43db-8b55-b04b32dd55bd · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Video classification with channel-separated convolutional networks,
Reference 51
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Observation db7395b3-b2d0-4a75-9300-74681fc093a8 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Teinet: Towards an efficient architecture for video recognition,
Reference 52
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Observation ab8fb1eb-aaed-4173-a47b-080305fb9d9b · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Tam: Temporal adaptive module for video recognition,
Reference 53
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Observation 9d8b70aa-d7ad-4090-b089-7fab46b318b2 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition End-to-end learning of action detection from frame glimpses in videos,
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Observation d1cfdb0c-40c8-4c77-9bf0-6576bb259b2f · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Frameexit: Condi- tional early exiting for efficient video recognition,
Reference 55
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Observation b538b53a-235c-4e02-87c5-c031039a6e05 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Efficient action recognition via dynamic knowledge propagation,
Reference 56
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Observation 9320492a-49fc-4ff4-bb44-43d65e5d73e0 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Dynamic network quantization for efficient video inference,
Reference 57
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Observation c2b22354-e7b6-427d-ade5-d114be391777 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Nsnet: Non-saliency suppression sampler for effi- cient video recognition,
Reference 58
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Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Temporal saliency query network for efficient video recognition,
Reference 59
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Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Spatial trans- former networks,
Reference 60
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Observation 7c636865-86e3-4bbf-8a67-0f61da231e66 · outbound
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Sbnet: Sparse blocks network for fast inference,
Reference 61
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Reference 62
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Reference 63
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Reference 64
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Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Spatially adaptive computation time for residual networks,
Reference 65
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Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Interpretable spatio-temporal attention for video action recognition,
Reference 67
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Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Generalized domain conditioned adaptation network,
Reference 68
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Reference 69
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Reference 70
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Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition An image is worth 16x16 words: Transformers for image recognition at scale,
Reference 71
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Reference 72
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Reference 73
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Reference 74
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Reference 75
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Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Proximal Policy Optimization Algorithms
Reference 76
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Reference 77
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Reference 78
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Reference 79
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Reference 80
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Reference 81
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Reference 82
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Reference 83
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Reference 84
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Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Glance and focus: a dynamic approach to reducing spatial redundancy in image classification,
Reference 85
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Reference 86
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Reference 87
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Reference 88
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Reference 89
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Reference 90
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Reference 91
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Reference 92
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Reference 93
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Reference 94
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Reference 95
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Reference 96
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Reference 97
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Reference 98
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Reference 99
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Reference 100
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No inbound Pith citation observations are available.