PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance | Paper Citation Record

Observation 2995bc23-b427-416e-8c4a-4cdd9226308a · outbound

This paper cites Real-world anomaly detection in surveillance videos.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Real-world anomaly detection in surveillance videos

Reference 1

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Observation e975ede1-9f61-48e6-b314-c59abc72b53a · outbound

This paper cites Not only look, but also listen: Learn- ing multimodal violence detection under weak supervision.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Not only look, but also listen: Learn- ing multimodal violence detection under weak supervision

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.740295Z

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Observation 0b1632e4-db9a-4f66-9e48-f450b5d0e9cd · outbound

This paper cites Dota: Unsupervised detection of traffic anomaly in driving videos.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Dota: Unsupervised detection of traffic anomaly in driving videos

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.729073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 62777286-f8ce-4e57-a1a3-e55a33a87f4b · outbound

This paper cites Scene-dependent prediction in latent space for video anomaly detection and anticipation.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Scene-dependent prediction in latent space for video anomaly detection and anticipation

Reference 4

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f43286ea-c841-4189-8350-acff9f9d1108 · outbound

This paper cites A new comprehensive benchmark for semi-supervised video anomaly detection and anticipation.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance A new comprehensive benchmark for semi-supervised video anomaly detection and anticipation

Reference 5

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f118b693-23e1-4267-9e83-d55a23db86a6 · outbound

This paper cites Anomaly warning: Learning and memorizing future semantic patterns for unsupervised ex-ante potential anomaly prediction.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Anomaly warning: Learning and memorizing future semantic patterns for unsupervised ex-ante potential anomaly prediction

Reference 6

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a682fd54-8a59-4285-8ee5-ca822141b52e · outbound

This paper cites Future frame prediction network for video anomaly detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Future frame prediction network for video anomaly detection

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.681895Z

Source-reported events for the cited work

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Observation 11585c23-441e-4d9e-956b-4fad898eaa8b · outbound

This paper cites Learning causal temporal relation and feature discrimination for anomaly detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Learning causal temporal relation and feature discrimination for anomaly detection

Reference 8

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Source-reported events for the cited work

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Observation 3c826fb5-1171-4566-bd68-e99c42dbb7d4 · outbound

This paper cites A framework for multiple- instance learning.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance A framework for multiple- instance learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.663003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3549f24b-87f8-4066-a4c7-69dbd5edca4d · outbound

This paper cites Weakly-supervised video anomaly detection with robust temporal feature magnitude learn- ing.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Weakly-supervised video anomaly detection with robust temporal feature magnitude learn- ing

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.650643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f105b014-1a60-4045-8204-e5a610d94067 · outbound

This paper cites Unbiased multiple instance learning for weakly su- pervised video anomaly detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Unbiased multiple instance learning for weakly su- pervised video anomaly detection

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.639141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 43510f8e-56c6-4375-9307-324e790a2198 · outbound

This paper cites Dual memory units with uncertainty regulation for weakly supervised video anomaly detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Dual memory units with uncertainty regulation for weakly supervised video anomaly detection

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.629103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aea3ef50-0ac0-41c8-9e2e-1b0c15bc4420 · outbound

This paper cites Learning prompt-enhanced context features for weakly-supervised video anomaly detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Learning prompt-enhanced context features for weakly-supervised video anomaly detection

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.619285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 52123bbf-dda7-4553-8a01-3b6a4ee605db · outbound

This paper cites Text prompt with normality guidance for weakly supervised video anomaly detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Text prompt with normality guidance for weakly supervised video anomaly detection

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.607874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2c3d7ece-48fb-40c4-a428-5c22eccce690 · outbound

This paper cites Mist: Multiple instance self-training framework for video anomaly detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Mist: Multiple instance self-training framework for video anomaly detection

Reference 15

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Source-reported events for the cited work

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Observation c3dd1613-a828-4bb4-a3b6-0a9647274c83 · outbound

This paper cites Exploiting complete- ness and uncertainty of pseudo labels for weakly supervised video anomaly detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Exploiting complete- ness and uncertainty of pseudo labels for weakly supervised video anomaly detection

Reference 16

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fb361a67-cd19-475d-9f12-69fe523515bb · outbound

This paper cites Self-training multi-sequence learning with transformer for weakly supervised video anomaly detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Self-training multi-sequence learning with transformer for weakly supervised video anomaly detection

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.578681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 26b93df5-4031-43a9-8637-225fad3858d1 · outbound

This paper cites Modality-aware contrastive instance learning with self-distillation for weakly-supervised audio-visual violence detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Modality-aware contrastive instance learning with self-distillation for weakly-supervised audio-visual violence detection

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.569260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8f079a86-a24c-4aec-a6e5-87483545751b · outbound

This paper cites Modality-free violence detection via cross- modal causal attention and feature distillation.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Modality-free violence detection via cross- modal causal attention and feature distillation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.559810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d4edf6d3-ea62-4d90-b101-e408a5f9b03f · outbound

This paper cites Weakly supervised audio- visual violence detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Weakly supervised audio- visual violence detection

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.550103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 165f2c90-c3d4-4a0b-a26d-e1aaa12b3c52 · outbound

This paper cites Violence detection in videos based on fusing visual and audio information.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Violence detection in videos based on fusing visual and audio information

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.539488Z

Source-reported events for the cited work

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Observation f1ac4066-2375-4615-8dc6-c8d5eb70ce3f · outbound

This paper cites Audiovisual dependency attention for violence detection in videos.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Audiovisual dependency attention for violence detection in videos

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.529142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 856a9d0a-d002-47f3-bed0-593b3a5e298e · outbound

This paper cites Hyperbolic image segmentation.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Hyperbolic image segmentation

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7c77842d-c644-4f61-aec3-0ad0ea4efa3d · outbound

This paper cites Skin lesion recognition with class-hierarchy reg- ularized hyperbolic embeddings.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Skin lesion recognition with class-hierarchy reg- ularized hyperbolic embeddings

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.507207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 83dd7ad3-fb68-4228-8a6b-8bfc3ab92e4d · outbound

This paper cites Mix dimension in poincar ´e geometry for 3d skeleton-based action recognition.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Mix dimension in poincar ´e geometry for 3d skeleton-based action recognition

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.493646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 00d37dee-571f-4b02-b5f6-eb4a032d332c · outbound

This paper cites Searching for actions on the hyperbole.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Searching for actions on the hyperbole

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9c4b5368-1251-4879-9467-10fb9f3820cf · outbound

This paper cites Curved geometric networks for visual anomaly recognition.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Curved geometric networks for visual anomaly recognition

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.468880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3e4919f7-5fcd-46e3-b14c-68274df30f12 · outbound

This paper cites Learning Weakly Supervised Audio-Visual Violence Detection in Hyperbolic Space.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Learning Weakly Supervised Audio-Visual Violence Detection in Hyperbolic Space

Reference 28

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Observation 732af871-457d-437a-8953-9109399c0be0 · outbound

This paper cites Cross-modal fusion and attention mechanism for weakly supervised video anomaly detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Cross-modal fusion and attention mechanism for weakly supervised video anomaly detection

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.457862Z

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Observation 8910ba3d-e889-47d0-a572-c22d1645046e · outbound

This paper cites Hyperbolic graph neural networks.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Hyperbolic graph neural networks

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.447507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3f08514d-fffa-4ad5-9aff-2d994e168edf · outbound

This paper cites GPT-4 Technical Report.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance GPT-4 Technical Report

Reference 31

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Source-reported events for the cited work

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Observation ac50db7f-f8f3-4436-8b7b-7bc8c23c60f2 · outbound

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PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Exploring the limits of transfer learning with a unified text-to-text transformer

Reference 32

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Source-reported events for the cited work

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Observation 40cd97fb-a18b-487d-a50e-1af05fb2e97c · outbound

This paper cites Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.431148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 49214695-43d8-4821-a107-674e281123bf · outbound

This paper cites Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T10:14:06.878202Z

Source-reported events for the cited work

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Observation cd796114-a9b2-454c-8ace-c239425697f8 · outbound

This paper cites Violence detection using oriented violent flows.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Violence detection using oriented violent flows

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.419994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 79826a40-796d-4a20-8008-d07e2f34f2d5 · outbound

This paper cites A classification method based on optical flow for violence detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance A classification method based on optical flow for violence detection

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.409699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ca16e058-a518-4710-a2f3-1b3ea791b588 · outbound

This paper cites Discrimi- native dictionary learning with motion weber local descriptor for violence detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Discrimi- native dictionary learning with motion weber local descriptor for violence detection

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.399564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 71a5d1b0-9097-48af-889e-b0babf8bb110 · outbound

This paper cites Angry crowds: Detecting violent events in videos.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Angry crowds: Detecting violent events in videos

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.388382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8006afbc-527c-441f-860c-63b9eaf4c0a6 · outbound

This paper cites Mic-tju at mediaeval violent scenes detection (vsd) 2014.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Mic-tju at mediaeval violent scenes detection (vsd) 2014

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.376353Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d0e6f447-2c1e-4df1-b559-7bf1ca36f7e5 · outbound

This paper cites Audio- visual fusion for detecting violent scenes in videos.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Audio- visual fusion for detecting violent scenes in videos

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.365352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 702e49aa-9e12-44c3-96d8-14bc8b997e5f · outbound

This paper cites A multimodal approach to violence detection in video sharing sites.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance A multimodal approach to violence detection in video sharing sites

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.355780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fedd0594-1f62-4a30-8989-891b9957fa47 · outbound

This paper cites Video anomaly detection with sparse coding inspired deep neural networks.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Video anomaly detection with sparse coding inspired deep neural networks

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.344170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b88c78a4-c18d-41e6-b93f-b8a821c5f231 · outbound

This paper cites Poincar ´e embeddings for learning hierarchical representations.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Poincar ´e embeddings for learning hierarchical representations

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.332807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 803af252-2a7d-481c-9ce3-eac46374a857 · outbound

This paper cites Hyper- bolic neural networks.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Hyper- bolic neural networks

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.322100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 431465d4-5899-4cfa-bb13-c2b2aaa3808d · outbound

This paper cites Lorentzian distance learning for hyperbolic representations.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Lorentzian distance learning for hyperbolic representations

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.311590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation db4c96ed-4268-41d5-8fee-7ec2d02ad048 · outbound

This paper cites Hyperbolic Neural Networks++.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Hyperbolic Neural Networks++

Reference 46

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Source-reported events for the cited work

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Observation ab1791bd-d6d2-4f0d-8aac-a28701c8e056 · outbound

This paper cites Fully Hyperbolic Neural Networks.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Fully Hyperbolic Neural Networks

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T10:14:06.924800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9651092-1972-49ca-bfc0-10d11ef15361 · outbound

This paper cites Hyperbolic graph attention network.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Hyperbolic graph attention network

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.301152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 62cd9f64-cc64-4c4e-a6a0-5a6e31063cfc · outbound

This paper cites Hyperbolic graph convolutional neural networks.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Hyperbolic graph convolutional neural networks

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.290501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a2aa3cd4-bef3-41d5-aa15-d3ad476822ad · outbound

This paper cites Constant curvature graph convolutional networks.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Constant curvature graph convolutional networks

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.279416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c9e196bf-0365-4a8e-bde0-54dac6ec7978 · outbound

This paper cites Language Models are Few-Shot Learners.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Language Models are Few-Shot Learners

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-16T10:14:06.940118Z

Source-reported events for the cited work

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Observation accfdb65-529c-4c0a-8841-62b1e7df58c6 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance LLaMA: Open and Efficient Foundation Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-16T10:14:06.943261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a86de139-3853-46e0-9872-99e937fecd7e · outbound

This paper cites Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality

Reference 53

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Observation deacb3d8-ffba-4375-9fb5-918345c26451 · outbound

This paper cites Learning transferable visual models from natural language supervision.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Learning transferable visual models from natural language supervision

Reference 54

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This paper cites Blip: Bootstrapping language-image pre-training for unified vision- language understanding and generation.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Blip: Bootstrapping language-image pre-training for unified vision- language understanding and generation

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.253072Z

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This paper cites Open-vocabulary video anomaly detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Open-vocabulary video anomaly detection

Reference 56

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This paper cites Hawk: Learning to understand open-world video anomalies.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Hawk: Learning to understand open-world video anomalies

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.236479Z

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Observation 2ef22bbb-2001-4be7-87ec-970afc5bedf9 · outbound

This paper cites Harnessing large language models for training-free video anomaly detection.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Harnessing large language models for training-free video anomaly detection

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.224569Z

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Observation 423839ba-aa6b-455f-bd1e-4c6b52f535a1 · outbound

This paper cites VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models

Reference 59

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This paper cites Video Anomaly Detection and Explanation via Large Language Models.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Video Anomaly Detection and Explanation via Large Language Models

Reference 60

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This paper cites Image-text embedding learning via visual and textual semantic reasoning.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Image-text embedding learning via visual and textual semantic reasoning

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.212421Z

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Observation 0e6f8b00-70b2-4dc6-bc15-9db933008e3f · outbound

This paper cites Tagclip: improving discrimination ability of zero-shot semantic segmentation.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Tagclip: improving discrimination ability of zero-shot semantic segmentation

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.202481Z

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Observation 24e95fea-4b72-46b7-ba1c-4d4cf03ebae6 · outbound

This paper cites Learning continuous hierar- chies in the lorentz model of hyperbolic geometry.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Learning continuous hierar- chies in the lorentz model of hyperbolic geometry

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.193082Z

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Observation 6233b3b3-4339-413d-9b2a-20f489fcd3fc · outbound

This paper cites Quo vadis, action recogni- tion? a new model and the kinetics dataset.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Quo vadis, action recogni- tion? a new model and the kinetics dataset

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.182438Z

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Observation fbf6be43-5370-4dd3-8948-287f21209ba9 · outbound

This paper cites Cnn architectures for large- scale audio classification.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Cnn architectures for large- scale audio classification

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.172116Z

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Observation 2dacdeb7-17aa-4327-a68b-136091329951 · outbound

This paper cites Blip- 2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Blip- 2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-16T10:14:06.990086Z

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Observation ddcf71f2-2e23-4c1a-8471-0f2d3bed49d4 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Adam: A Method for Stochastic Optimization

Reference 67

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Observation 0f8f5036-3a11-46b0-9acf-0e46ed67c47e · outbound

This paper cites Decoupled Weight Decay Regularization.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Decoupled Weight Decay Regularization

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-16T10:14:06.997319Z

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Observation ab002a65-e68d-458f-a99f-2110f20f78d1 · outbound

This paper cites Snapshot Ensembles: Train 1, get M for free.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Snapshot Ensembles: Train 1, get M for free

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-16T10:14:07.001012Z

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This paper cites Topological structure in visual perception.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Topological structure in visual perception

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:14:07.156086Z

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Observation 7e1eb6fd-862f-4bbe-a06a-e6a2b5adb980 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance Representation Learning with Contrastive Predictive Coding

Reference 71

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