Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T14:02:05.872722Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2508.21770.
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 2026-08-05T14:02:05.872722Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c494610a-58b0-4d31-a7b6-0c80420f89ef · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Ubnor- mal: New benchmark for supervised open-set video anomaly detection
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4fccf45d-4b79-4a40-95d8-dd36319a87e3 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Towards open set deep networks
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cc1f2ea9-6283-4560-9b31-dfbea8634f0f · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Is space-time attention all you need for video understanding? InProceedings of the International Conference on Machine Learning (ICML), July 2021
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 500f5cfb-9b58-42ce-a045-cd8a50f365ec · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Enlarging instance-specific and class-specific information for open-set action recognition
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3a761539-6bbd-443a-baae-8ed237cb4a19 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Elaborative rehearsal for zero-shot action recognition
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce7c0c73-129b-4b78-8fb7-fb430e31df85 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Wdiscood: Out-of- distribution detection via whitened linear discriminant analysis
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1c77dc5e-7b2b-4290-8ced-d051ba3fbbdc · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Haa500: Human-centric atomic action dataset with curated videos
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5a4adc85-ee08-4796-916e-c98c8e7905db · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Towards unknown-aware learning with virtual outlier synthesis
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b5dffb49-5c8c-4155-b694-976d266a0012 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Oops! predicting unintentional ac- tion in video
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4b29c84f-1298-4166-b031-c841b3872aa5 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos NovelCraft: A Dataset for Novelty Detection and Discovery in Open Worlds
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f335c71d-ca77-4eab-8624-febaea0ce827 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Unsupervised Representation Learning by Predicting Image Rotations
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6b816dc-6ac6-4e48-a175-e2b833a6c4dd · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Dense open-set recognition with syn- thetic outliers generated by real nvp
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3221c6d5-d2aa-47d4-b4f8-ecda163b8460 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Learning to discover novel visual categories via deep transfer clustering
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1bdba9f6-4930-4281-bcb3-8e5bfe56a1a1 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Automatically discovering and learning new visual categories with rank- ing statistics
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 76da8525-94fa-4fce-9c5a-82b214854fe7 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Autonovel: Automatically discovering and learning novel visual cate- gories.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(10): 6767–6781, 2021
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f4e04a7b-f4d4-4f3d-a2c1-be977b73d837 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Can spatiotemporal 3d cnns retrace the history of 2d cnns and imagenet? InProceedings of the IEEE conference on Computer Vision and Pattern Recognition, pages 6546–6555, 2018
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2fc44e2b-0ff3-4f97-a762-be465276dca6 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Video owl-vit: Temporally-consistent open-world localization in video
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dbfb2f24-459b-4e98-935d-61a31caf0d61 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos A baseline for detecting misclassified and out- of-distribution examples in neural networks.International Conference on Learning Representations, 2017
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eefb184b-9bcd-49a5-9baa-0fa8f33eea86 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Deep anomaly detection with outlier exposure.International Conference on Learning Representations, 2019
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 86fe09e9-ec1f-4529-a859-ab67b124e03b · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Generalized odin: De- tecting out-of-distribution image without learning from out-of-distribution data
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cad9770e-b561-4603-8198-34cf301899d0 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos The Kinetics Human Action Video Dataset
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5621063-d162-46f4-ba36-664fea4ad350 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Chal- lenges, evaluation and opportunities for open-world learning.Nature Machine Intelli- gence, 6(6):580–588, 2024
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8e4b0570-c80e-4a39-a6c1-a4438d3c6fd9 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Opengan: Open-set recognition via open data genera- tion
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 22802874-4449-4951-8f6e-2790280e88bd · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Human action recognition and prediction: A survey.Interna- tional Journal of Computer Vision, 130(5):1366–1401, 2022
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fbd90b24-03dd-4766-b5d8-e0a45039c2de · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Hmdb: a large video database for human motion recognition
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ad014836-6e04-471f-862e-4581f5b01974 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Resound: Towards action recognition without representation bias
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a0c76e42-ebf0-4991-a94e-cad8cda903de · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Resource-rational analysis: Understanding hu- man cognition as the optimal use of limited computational resources.Behavioral and brain sciences, 43:e1, 2020
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 613db08a-00f3-4c9e-b2cd-feed15629500 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Abnormal event detection at 150 fps in matlab
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0d46ae1c-2184-4541-86e7-a7acb2973982 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Anomaly de- tection in crowded scenes
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1618ee6f-091a-4d8e-bfd4-0d1ecedda25f · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos HowTo100M: Learning a Text-Video Embedding by Watch- ing Hundred Million Narrated Video Clips
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8af1eb24-6367-4916-be5b-33cfbbe09b3c · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Poem: Out-of-distribution detection with pos- terior sampling
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4ab5466a-f3e6-4ce8-9f66-58b1a945f861 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Mo- ments in time dataset: one million videos for event understanding.IEEE transactions on pattern analysis and machine intelligence, 42(2):502–508, 2019
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8673dd7b-28cf-4cb7-a980-3e24a9fa7645 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Expanding language-image pretrained models for general video recognition
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5965cb6c-c003-492c-b3eb-b552385ce969 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Outlier exposure with confidence control for out-of-distribution detec- tion.Neurocomputing, 441:138–150, 2021
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 43b0e379-fa27-46aa-946b-b97cb0ae7e7f · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos A survey on vision-based human action recognition.Image and vision computing, 28(6):976–990, 2010
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0c88274e-2914-4fa7-b1ab-7574ef637269 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Learning transferable visual models from natural language supervision
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 15d0e835-873b-42e7-88cc-876999ec6855 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Fishr: Invariant gradient variances for out-of-distribution generalization
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2a510c09-25be-41ba-ad56-6e5e07bf51cb · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos If deep learning is the answer, what is the question?Nature Reviews Neuroscience, 22(1):55–67, 2021
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f0b9564-2abd-4f87-ab31-6325e71330ce · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Meta- recognition: The theory and practice of recognition score analysis.IEEE transactions on pattern analysis and machine intelligence, 33(8):1689–1695, 2011
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4d9c788d-165c-433b-af06-00aba146c9e3 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c700c04d-6bc3-40c1-b525-fbf7175aa152 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Real-world anomaly detection in surveillance videos
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e856d248-1424-47e0-b9f9-f84507e96a64 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Human action recognition from various data modalities: A review.IEEE transactions on pattern analysis and machine intelligence, 45(3):3200–3225, 2022
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e71b4814-8007-4ffb-a313-a972afcad7fe · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Black, Ivan Laptev, and Cordelia Schmid
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4afc6e3f-d632-420d-babe-95261d84a10e · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Open-set recognition: A good closed-set classifier is all you need? 2021
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bedd9d56-d3cb-436c-90a5-96bb781ca5fc · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Generalized category discovery
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fec39636-34ab-453b-9c37-6666dc260ca5 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos No representation rules them all in category discovery
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5bac9760-7640-4d5d-8880-f111f096f965 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Self-supervised video representation learning by pace prediction
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ac66d5d3-b773-4a9e-b045-3b934958f55b · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Action recognition and detection by com- bining motion and appearance features.THUMOS14 Action Recognition Challenge, 1 (2):2, 2014
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3d76a287-af6c-469c-bde0-b99ccc3cfd3f · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos ActionCLIP: A New Paradigm for Video Action Recognition
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a16aaa4-b86f-4306-9abd-019f955ab3f0 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Openood: Benchmark- ing generalized out-of-distribution detection.Advances in Neural Information Pro- cessing Systems, 35:32598–32611, 2022
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5e5073cc-84dd-4569-b06c-64f73cb7855a · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Generalized out-of- distribution detection: A survey.International Journal of Computer Vision, pages 1–28, 2024
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9b7c7aa8-c1e7-479a-a0ba-930dae3c597b · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Un- derstanding deep learning (still) requires rethinking generalization.Communications of the ACM, 64(3):107–115, 2021
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c095afd6-0bd8-45f0-b4fa-af9e02b90dfe · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Mixture outlier exposure: Towards out-of-distribution detection in fine-grained en- vironments
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 47a6f305-ac19-41bb-9aaf-b037d21b52b0 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Open- mix: Reviving known knowledge for discovering novel visual categories in an open world
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c24e56f8-18e8-42a7-9e9e-934521c96303 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Learning placeholders for open-set recognition
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation aac02e99-d669-4272-bca6-ee4f99b20c7c · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Diversified outlier exposure for out-of-distribution detection via in- formative extrapolation.Advances in Neural Information Processing Systems, 36: 22702–22734, 2023
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3c238e71-90f7-44f6-bf6e-4e3031c6bbd7 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Unleashing mask: Explore the intrinsic out-of-distribution detection capa- bility
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 33fcc031-32cb-4f0a-afcd-e5f7ede42976 · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Towards universal representation for unseen action recognition
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2722e854-314d-452b-90d6-c81958eb97ce · outbound
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Towards open set video anomaly detec- tion
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.