HierSum: A Global and Local Attention Mechanism for Video Summarization | Paper Citation Record

Observation 05e2ee01-a5bf-4bd4-9cdd-e71f7f2fa8d2 · outbound

This paper cites End-to-End Multimodal Representation Learning for Video Dialog.

HierSum: A Global and Local Attention Mechanism for Video Summarization End-to-End Multimodal Representation Learning for Video Dialog

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:16:14.760625Z

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Observation 483bba0e-b47a-439d-bc56-1e656545f51a · outbound

This paper cites Combining global and local attention with positional encoding for video summarization.

HierSum: A Global and Local Attention Mechanism for Video Summarization Combining global and local attention with positional encoding for video summarization

Reference 2

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Observation dbadb52b-916e-44a6-8aa3-7281ce93d5dc · outbound

This paper cites Summarizing videos using con- centrated attention and considering the uniqueness and diver- sity of the video frames.

HierSum: A Global and Local Attention Mechanism for Video Summarization Summarizing videos using con- centrated attention and considering the uniqueness and diver- sity of the video frames

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.767690Z

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Observation e19d93c5-f81b-4aef-9677-e12cb0dea90c · outbound

This paper cites Hiervl: Learning hierarchical video- language embeddings.

HierSum: A Global and Local Attention Mechanism for Video Summarization Hiervl: Learning hierarchical video- language embeddings

Reference 4

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Observation 61479af6-176c-4b72-8697-92d64739c3df · outbound

This paper cites Raikwar, and Charul Bhatnagar.

HierSum: A Global and Local Attention Mechanism for Video Summarization Raikwar, and Charul Bhatnagar

Reference 5

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Observation 851afb90-409a-4938-bf37-00cf430d7262 · outbound

This paper cites Text descriptions of actions and objects improve action anticipa- tion.

HierSum: A Global and Local Attention Mechanism for Video Summarization Text descriptions of actions and objects improve action anticipa- tion

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.719175Z

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Observation 5fc73e76-92e8-4a38-918b-4c5ce20218b6 · outbound

This paper cites Leveraging contextual cues for generating basketball high- lights.

HierSum: A Global and Local Attention Mechanism for Video Summarization Leveraging contextual cues for generating basketball high- lights

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.700746Z

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Observation 1e71c784-09d8-42f1-bc9e-00d5b6a84432 · outbound

This paper cites Videosage: Video summarization with graph representation learning.

HierSum: A Global and Local Attention Mechanism for Video Summarization Videosage: Video summarization with graph representation learning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.681823Z

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Observation 6c1f59b7-15ad-4b9c-b387-6e6a139e4baa · outbound

This paper cites Multimodal Contrastive Learning with Hard Negative Sampling for Human Activity Recognition.

HierSum: A Global and Local Attention Mechanism for Video Summarization Multimodal Contrastive Learning with Hard Negative Sampling for Human Activity Recognition

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T10:16:14.195949Z

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Observation 70f4401b-18de-4a63-8374-e13797afadac · outbound

This paper cites Vsumm: A mechanism designed to produce static video summaries and a novel evaluation method.

HierSum: A Global and Local Attention Mechanism for Video Summarization Vsumm: A mechanism designed to produce static video summaries and a novel evaluation method

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.658376Z

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Observation 146fa7d9-ce8a-4e54-aa82-cd7c8698dfb6 · outbound

This paper cites Video summarization via segments summary graphs.

HierSum: A Global and Local Attention Mechanism for Video Summarization Video summarization via segments summary graphs

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.637439Z

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Observation 46ef75ee-e9b9-4e9e-ad98-8f584fa4a947 · outbound

This paper cites Bert: Pre-training of deep bidirectional trans- formers for language understanding.

HierSum: A Global and Local Attention Mechanism for Video Summarization Bert: Pre-training of deep bidirectional trans- formers for language understanding

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.618557Z

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Observation d5f36b14-89cb-4276-b9dc-4bb2458d9429 · outbound

This paper cites Mamba Fusion: Learning Actions Through Questioning.

HierSum: A Global and Local Attention Mechanism for Video Summarization Mamba Fusion: Learning Actions Through Questioning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T10:16:14.218921Z

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Observation 7dbe4562-e868-4d95-b19e-86bf4e7ed079 · outbound

This paper cites Summarizing videos with attention.

HierSum: A Global and Local Attention Mechanism for Video Summarization Summarizing videos with attention

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.594103Z

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Observation b487e608-378b-41ee-847e-2045e55f8c0a · outbound

This paper cites Slowfast networks for video recognition.

HierSum: A Global and Local Attention Mechanism for Video Summarization Slowfast networks for video recognition

Reference 15

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Observation dd3a7631-97c8-422c-8958-3f33f22e572a · outbound

This paper cites Youtube video player updates: Most replayed, video chapters, single loop & more.

HierSum: A Global and Local Attention Mechanism for Video Summarization Youtube video player updates: Most replayed, video chapters, single loop & more

Reference 16

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Observation 6b6a7873-0b2a-4a95-a77e-a1b753ca0622 · outbound

This paper cites VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding.

HierSum: A Global and Local Attention Mechanism for Video Summarization VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T10:16:14.246480Z

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Observation a44718c3-75fb-4f1d-b8fd-b2f3f705ed02 · outbound

This paper cites Creating summaries from user videos.

HierSum: A Global and Local Attention Mechanism for Video Summarization Creating summaries from user videos

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.520269Z

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Observation b83b5420-27f1-4c63-b49d-8cb15adf2758 · outbound

This paper cites Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos.

HierSum: A Global and Local Attention Mechanism for Video Summarization Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T10:16:14.257002Z

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Observation 759694c4-83f5-44d2-a6b1-d4808a7927c0 · outbound

This paper cites Limitations in employing natural language supervision for sensor-based human activity recognition-and ways to overcome them.

HierSum: A Global and Local Attention Mechanism for Video Summarization Limitations in employing natural language supervision for sensor-based human activity recognition-and ways to overcome them

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.498338Z

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Observation 184267c0-1472-4a53-ba8f-d134a5f1c239 · outbound

This paper cites Align and attend: Multimodal summarization with dual contrastive losses.

HierSum: A Global and Local Attention Mechanism for Video Summarization Align and attend: Multimodal summarization with dual contrastive losses

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.478322Z

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Observation 4ad39757-796e-4f45-9f4b-02cc457e8528 · outbound

This paper cites V2xum-llm: Cross-modal video summarization with tem- poral prompt instruction tuning.

HierSum: A Global and Local Attention Mechanism for Video Summarization V2xum-llm: Cross-modal video summarization with tem- poral prompt instruction tuning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.459729Z

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Observation 723a9066-1019-4225-8b79-d5342f0f567d · outbound

This paper cites Cluster-based video summa- rization with temporal context awareness.

HierSum: A Global and Local Attention Mechanism for Video Summarization Cluster-based video summa- rization with temporal context awareness

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.435991Z

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Observation 0cf47577-5c8a-4be0-92ec-387d08805fd0 · outbound

This paper cites Video summarization with attention-based encoder–decoder networks.

HierSum: A Global and Local Attention Mechanism for Video Summarization Video summarization with attention-based encoder–decoder networks

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.410806Z

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Observation 7c0f0809-b459-43dd-9b9d-b0e3ea5e514d · outbound

This paper cites Joint video summarization and moment localization by cross-task sample transfer.

HierSum: A Global and Local Attention Mechanism for Video Summarization Joint video summarization and moment localization by cross-task sample transfer

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.392813Z

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Observation 1b2db47e-5fde-4d02-ab8b-a35566d17958 · outbound

This paper cites Discriminative feature learning for un- supervised video summarization.

HierSum: A Global and Local Attention Mechanism for Video Summarization Discriminative feature learning for un- supervised video summarization

Reference 26

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Observation 691b8176-05a2-4072-81c9-1171cfd57cff · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

HierSum: A Global and Local Attention Mechanism for Video Summarization BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T10:16:14.300362Z

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Observation 443584bd-39d4-4973-8dd1-c19f5bbd4a9b · outbound

This paper cites Multi-modal summarization for asyn- chronous collection of text, image, audio and video.

HierSum: A Global and Local Attention Mechanism for Video Summarization Multi-modal summarization for asyn- chronous collection of text, image, audio and video

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.356291Z

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Observation e46184de-356d-4e8d-87d0-133f027e4577 · outbound

This paper cites Read, watch, listen, and summarize: Multi-modal summarization for asynchronous text, image, audio and video.

HierSum: A Global and Local Attention Mechanism for Video Summarization Read, watch, listen, and summarize: Multi-modal summarization for asynchronous text, image, audio and video

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.332411Z

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Observation d47c1bce-e1cd-4041-b537-6e78ce544380 · outbound

This paper cites HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training.

HierSum: A Global and Local Attention Mechanism for Video Summarization HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T10:16:14.317594Z

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Observation cb91166b-b030-49b7-b811-37e5cdcbd6da · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

HierSum: A Global and Local Attention Mechanism for Video Summarization Rouge: A package for automatic evaluation of summaries

Reference 31

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Observation 5d1a5e4a-c1e2-48e9-952b-c88ee0b11c4c · outbound

This paper cites Videoxum: Cross- modal visual and textural summarization of videos.

HierSum: A Global and Local Attention Mechanism for Video Summarization Videoxum: Cross- modal visual and textural summarization of videos

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.299232Z

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Observation 27c8931e-efe9-40b1-8b53-28f549d78cc1 · outbound

This paper cites Univtg: Towards unified video- language temporal grounding.

HierSum: A Global and Local Attention Mechanism for Video Summarization Univtg: Towards unified video- language temporal grounding

Reference 33

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Observation 61cb78d7-5cac-4285-8351-fce4a12d8407 · outbound

This paper cites Focal loss for dense object detection.

HierSum: A Global and Local Attention Mechanism for Video Summarization Focal loss for dense object detection

Reference 34

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Observation bb021987-533d-4241-9fa1-e7b81ffcf46c · outbound

This paper cites Ubiss: A unified frame- work for bimodal semantic summarization of videos.

HierSum: A Global and Local Attention Mechanism for Video Summarization Ubiss: A unified frame- work for bimodal semantic summarization of videos

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.255234Z

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Observation a3952f32-f1b1-4326-a608-047e0b10314f · outbound

This paper cites Leveraging BERT for Extractive Text Summarization on Lectures.

HierSum: A Global and Local Attention Mechanism for Video Summarization Leveraging BERT for Extractive Text Summarization on Lectures

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T10:16:14.357665Z

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Observation d4c8902d-ff67-4fee-8b7a-959856dd9d74 · outbound

This paper cites Clip-it! language-guided video summarization.

HierSum: A Global and Local Attention Mechanism for Video Summarization Clip-it! language-guided video summarization

Reference 37

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Observation 520bf2a4-0fd5-458f-a610-262a61781e5d · outbound

This paper cites Tl; dw? summarizing instructional videos with task relevance and cross-modal saliency.

HierSum: A Global and Local Attention Mechanism for Video Summarization Tl; dw? summarizing instructional videos with task relevance and cross-modal saliency

Reference 38

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Observation e076ce72-7d49-4416-8715-14bfc2a9cb72 · outbound

This paper cites Video summarization using deep se- mantic features.

HierSum: A Global and Local Attention Mechanism for Video Summarization Video summarization using deep se- mantic features

Reference 39

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Observation fa2ad469-25fb-49f5-b449-0d3da81f1f44 · outbound

This paper cites Sumgraph: Video summarization via recursive graph modeling.

HierSum: A Global and Local Attention Mechanism for Video Summarization Sumgraph: Video summarization via recursive graph modeling

Reference 40

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Observation d03055d8-16dd-4eed-be80-65651c7c2c28 · outbound

This paper cites Enhancing video summarization via vision-language embed- ding.

HierSum: A Global and Local Attention Mechanism for Video Summarization Enhancing video summarization via vision-language embed- ding

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T10:16:14.386191Z

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Observation 10af8396-b734-4401-8cc5-de3983b5079d · outbound

This paper cites Category-specific video summarization.

HierSum: A Global and Local Attention Mechanism for Video Summarization Category-specific video summarization

Reference 42

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Observation 9a100ed0-9694-47f4-b00d-eef152ba4341 · outbound

This paper cites Liveseg: Unsupervised multi- modal temporal segmentation of long livestream videos.

HierSum: A Global and Local Attention Mechanism for Video Summarization Liveseg: Unsupervised multi- modal temporal segmentation of long livestream videos

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.146618Z

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Observation 7a8eb9e0-deed-4d28-9303-b4614e2f59e3 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

HierSum: A Global and Local Attention Mechanism for Video Summarization Learning transferable visual models from natural language supervi- sion

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.123896Z

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Observation fe31180a-18ec-4352-998e-e96fe72f725a · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

HierSum: A Global and Local Attention Mechanism for Video Summarization Robust speech recognition via large-scale weak supervision

Reference 45

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Observation ffeb6102-c1d2-4b31-bac7-e52ada2f9b2c · outbound

This paper cites Sentence-bert: Sentence embeddings using siamese bert-networks.

HierSum: A Global and Local Attention Mechanism for Video Summarization Sentence-bert: Sentence embeddings using siamese bert-networks

Reference 46

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This paper cites Everything at once-multi- modal fusion transformer for video retrieval.

HierSum: A Global and Local Attention Mechanism for Video Summarization Everything at once-multi- modal fusion transformer for video retrieval

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:15.057241Z

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Observation beb263a6-1833-4c48-bafe-8ed090503368 · outbound

This paper cites Tvsum: Summarizing web videos using titles.

HierSum: A Global and Local Attention Mechanism for Video Summarization Tvsum: Summarizing web videos using titles

Reference 48

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Observation a59113d2-03b7-446b-9a7b-9f659d2c7045 · outbound

This paper cites an unresolved cited work.

HierSum: A Global and Local Attention Mechanism for Video Summarization Unresolved cited work

Reference 49

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Observation f4b3f3d8-d94b-434a-b6c5-b90ff4e31093 · outbound

This paper cites Videobert: A joint model for video and language representation learning.

HierSum: A Global and Local Attention Mechanism for Video Summarization Videobert: A joint model for video and language representation learning

Reference 50

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Observation f2650f9a-91ed-4f3d-8d82-85396d1b9869 · outbound

This paper cites Rethinking the inception archi- tecture for computer vision.

HierSum: A Global and Local Attention Mechanism for Video Summarization Rethinking the inception archi- tecture for computer vision

Reference 51

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Observation 6e89edff-20ac-4359-a132-2457789e2003 · outbound

This paper cites Large model based sequential keyframe extrac- tion for video summarization, 2024.

HierSum: A Global and Local Attention Mechanism for Video Summarization Large model based sequential keyframe extrac- tion for video summarization, 2024

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:14.967469Z

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Observation 80c55e4d-37a0-48e2-98b7-ecac96c2a3e8 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

HierSum: A Global and Local Attention Mechanism for Video Summarization Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 53

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Observation 2306820e-3ed0-45fb-a936-c884025c1f87 · outbound

This paper cites an unresolved cited work.

HierSum: A Global and Local Attention Mechanism for Video Summarization Unresolved cited work

Reference 54

Resolution: parse uncertain; raw_fallback, observed 2026-08-16T10:16:15.575656Z

Source-reported events for the cited work

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Observation 439e67d8-a290-4f69-bfeb-003c1fbcfea8 · outbound

This paper cites Intentvizor: Towards generic query guided interactive video summariza- tion.

HierSum: A Global and Local Attention Mechanism for Video Summarization Intentvizor: Towards generic query guided interactive video summariza- tion

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:14.934967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dd44b3e3-1edc-4493-96e1-988247e8fae6 · outbound

This paper cites Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark.

HierSum: A Global and Local Attention Mechanism for Video Summarization Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-16T10:16:14.460830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fe71061-2306-423c-baa7-a8c8738adb60 · outbound

This paper cites Cross-category video high- light detection via set-based learning.

HierSum: A Global and Local Attention Mechanism for Video Summarization Cross-category video high- light detection via set-based learning

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:14.915573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5a2f53df-1ed5-4a3f-b941-da10315a283a · outbound

This paper cites Unloc: A unified framework for video localiza- tion tasks.

HierSum: A Global and Local Attention Mechanism for Video Summarization Unloc: A unified framework for video localiza- tion tasks

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:14.895180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c1edf292-bc7e-49a3-8cec-4038bc97b3f7 · outbound

This paper cites Hierarchical Self-supervised Augmented Knowledge Distillation.

HierSum: A Global and Local Attention Mechanism for Video Summarization Hierarchical Self-supervised Augmented Knowledge Distillation

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-16T10:16:14.477894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e7beb73-249b-4296-82ad-06c6e8a42c7d · outbound

This paper cites Bert representations for video question answering.

HierSum: A Global and Local Attention Mechanism for Video Summarization Bert representations for video question answering

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:14.878966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 802a5ce1-2ce8-4c89-8e45-7f87727c591a · outbound

This paper cites Hierarchical multi-modal video summariza- tion with dynamic sampling.

HierSum: A Global and Local Attention Mechanism for Video Summarization Hierarchical multi-modal video summariza- tion with dynamic sampling

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:14.859738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation abc407fe-0d94-47a8-9eac-ca7c3a2ffcbd · outbound

This paper cites Hierarchical video-moment retrieval and step-captioning.

HierSum: A Global and Local Attention Mechanism for Video Summarization Hierarchical video-moment retrieval and step-captioning

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-16T10:16:14.494210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9efa830c-6c4c-4e7d-8ee5-a81477e7fdfa · outbound

This paper cites Hsa-rnn: Hier- archical structure-adaptive rnn for video summarization.

HierSum: A Global and Local Attention Mechanism for Video Summarization Hsa-rnn: Hier- archical structure-adaptive rnn for video summarization

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:14.827105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation aeeb4520-1f37-4810-a338-cfcbf2e8b0f5 · outbound

This paper cites Deep reinforce- ment learning for unsupervised video summarization with diversity-representativeness reward.

HierSum: A Global and Local Attention Mechanism for Video Summarization Deep reinforce- ment learning for unsupervised video summarization with diversity-representativeness reward

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:14.801488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fc81cd8b-403d-4caa-a6d0-d438edc1db40 · outbound

This paper cites Dsnet: A flexible detect-to-summarize network for video summariza- tion.

HierSum: A Global and Local Attention Mechanism for Video Summarization Dsnet: A flexible detect-to-summarize network for video summariza- tion

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:16:14.782140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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