Paper Citation Record · LEDGER

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues

As of 11 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2502.00397.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.00397 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:13:03.461605Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

verified exact0
verified fuzzy38
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6e431000-728e-4e1b-aea8-b111e21bf261 · outbound

This paper cites Visual saliency model for robot cameras,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Visual saliency model for robot cameras,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.847907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ea8f4b89-fb3f-48f3-872b-0237b650bcf2 · outbound

This paper cites Gazed– gaze-guided cinematic editing of wide-angle monocular video record- ings,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Gazed– gaze-guided cinematic editing of wide-angle monocular video record- ings,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.839453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ebdca697-77f8-48eb-ac5b-2f3c87437f02 · outbound

This paper cites Salgaze: Personalizing gaze estimation using visual saliency,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Salgaze: Personalizing gaze estimation using visual saliency,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.830304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c10f5d01-7c3b-446e-b2af-0623aca4cfa0 · outbound

This paper cites Attentional mechanisms for socially in- teractive robots–a survey,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Attentional mechanisms for socially in- teractive robots–a survey,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.821962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation af87c647-ecca-491f-ae5b-d0842646a5cf · outbound

This paper cites Facial expression recognition using visual saliency and deep learning,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Facial expression recognition using visual saliency and deep learning,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.811740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 49e7d367-ff0e-4b54-b843-8fda5831d9a7 · outbound

This paper cites Evaluating the effect of saliency detection and attention manipulation in human-robot interac- tion,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Evaluating the effect of saliency detection and attention manipulation in human-robot interac- tion,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.800927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 71c974f7-5efd-4a6d-85ad-69b6863326c5 · outbound

This paper cites Saliency heat-map as visual attention for autonomous driving using generative adversarial network (gan),.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Saliency heat-map as visual attention for autonomous driving using generative adversarial network (gan),

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.792841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1177dafd-542c-4c6f-8253-2f650bdd1c93 · outbound

This paper cites A gated fusion network for dynamic saliency prediction,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues A gated fusion network for dynamic saliency prediction,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.784138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 05b6f720-53b8-4248-8eb6-5b3fb12eaede · outbound

This paper cites Video saliency prediction based on spatial- temporal two-stream network,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Video saliency prediction based on spatial- temporal two-stream network,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.775208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ffb2f9a9-ce96-4b5a-859a-a959d8ef6a78 · outbound

This paper cites Unified image and video saliency modeling,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Unified image and video saliency modeling,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.765839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9f1fac0d-049c-4212-a070-9d84695b0d97 · outbound

This paper cites Revisiting video saliency prediction in the deep learning era,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Revisiting video saliency prediction in the deep learning era,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.754282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a8c4f7a6-d2e7-4430-b913-58bfb2b37ddb · outbound

This paper cites Vinet: Pushing the limits of visual modality for audio-visual saliency prediction,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Vinet: Pushing the limits of visual modality for audio-visual saliency prediction,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.744643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a605d4ca-b65b-4870-8f45-5093569f68a6 · outbound

This paper cites Tased-net: Temporally-aggregating spatial encoder-decoder network for video saliency detection,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Tased-net: Temporally-aggregating spatial encoder-decoder network for video saliency detection,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.735251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bcb8e4b9-a45e-4e35-ad53-6b05290b8ef3 · outbound

This paper cites Rethinking spatiotem- poral feature learning: Speed-accuracy trade-offs in video classification,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Rethinking spatiotem- poral feature learning: Speed-accuracy trade-offs in video classification,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.725740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 419474bc-90d4-42ff-9124-9fdff43a794f · outbound

This paper cites The Kinetics Human Action Video Dataset.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues The Kinetics Human Action Video Dataset

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T19:13:03.386650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 872b3164-3bfb-4a17-8472-3d7ef398fe1f · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues U-net: Convolutional networks for biomedical image segmentation,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T19:13:03.390295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b76305d9-f5ee-4e99-8d03-eedbb9d4ce74 · outbound

This paper cites Spatio-temporal self-attention network for video saliency prediction,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Spatio-temporal self-attention network for video saliency prediction,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.710799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 51ff5cc8-b091-49f0-b5e6-b401ac11c645 · outbound

This paper cites Transformer-based multi-scale feature integration network for video saliency prediction,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Transformer-based multi-scale feature integration network for video saliency prediction,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.701581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 911fb5e8-7de5-4820-81b0-0fefad5798d4 · outbound

This paper cites Transformer-based video saliency prediction with high temporal dimension decoding,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Transformer-based video saliency prediction with high temporal dimension decoding,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.692733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation afa4fb62-e2a1-44a5-a7dd-74963c6c938c · outbound

This paper cites Stavis: Spatio-temporal audio- visual saliency network,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Stavis: Spatio-temporal audio- visual saliency network,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.682802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1fb34a7e-f573-4d0a-b98e-6a4f6650a71b · outbound

This paper cites Temporal-Spatial Feature Pyramid for Video Saliency Detection.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Temporal-Spatial Feature Pyramid for Video Saliency Detection

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T19:13:03.404771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70832a52-b68e-4438-a255-ab88e0ae3b44 · outbound

This paper cites Joint learning of audio-visual saliency prediction and sound source localization on multi-face videos,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Joint learning of audio-visual saliency prediction and sound source localization on multi-face videos,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.673464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 10e67ec7-b294-463b-9d07-8daf50c0031e · outbound

This paper cites Learning to predict salient faces: A novel visual-audio saliency model,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Learning to predict salient faces: A novel visual-audio saliency model,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.665172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6b3a2fc4-d9c1-4727-87c3-37a87d911c38 · outbound

This paper cites Casp-net: Rethinking video saliency prediction from an audio-visual consistency perceptual perspective,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Casp-net: Rethinking video saliency prediction from an audio-visual consistency perceptual perspective,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.657150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b1889d04-22b4-49b3-a7e1-9227b9f3123d · outbound

This paper cites Diffsal: Joint audio and video learning for diffusion saliency prediction,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Diffsal: Joint audio and video learning for diffusion saliency prediction,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.648146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a4b3a613-a75d-409a-9d61-a63bc0025d99 · outbound

This paper cites Deep roots: Improving cnn efficiency with hierarchical filter groups,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Deep roots: Improving cnn efficiency with hierarchical filter groups,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.639371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 38379fce-13a5-4d5c-bc89-878ef2f644fb · outbound

This paper cites Shufflenet: An extremely efficient convolutional neural network for mobile devices,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Shufflenet: An extremely efficient convolutional neural network for mobile devices,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.631380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e9d9ee8c-c587-4518-b985-b5ab1e8436dd · outbound

This paper cites Actor- context-actor relation network for spatio-temporal action localization,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Actor- context-actor relation network for spatio-temporal action localization,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.623245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4e26c035-8412-4faa-9f0b-278113f4b862 · outbound

This paper cites Slowfast networks for video recognition,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Slowfast networks for video recognition,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.613895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fd2f8970-3785-4b1f-80c7-85c8171a254e · outbound

This paper cites Ava: A video dataset of spatio-temporally localized atomic visual actions,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Ava: A video dataset of spatio-temporally localized atomic visual actions,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.605955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8cb2d9bb-038a-4f02-b8f1-5b6f8f2af615 · outbound

This paper cites Actions in the eye: Dynamic gaze datasets and learnt saliency models for visual recognition,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Actions in the eye: Dynamic gaze datasets and learnt saliency models for visual recognition,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.597676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 52e2a6d1-abd0-4b70-8af4-0adb6a543475 · outbound

This paper cites Fixation prediction through multimodal analysis,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Fixation prediction through multimodal analysis,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.589435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 629d8538-fa1b-4492-acef-c46d43f675eb · outbound

This paper cites How saliency, faces, and sound influence gaze in dynamic social scenes,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues How saliency, faces, and sound influence gaze in dynamic social scenes,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.579363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0c4e7ff8-ff2c-4f33-9122-41949582ce8c · outbound

This paper cites Toward the introduction of auditory information in dynamic visual attention models,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Toward the introduction of auditory information in dynamic visual attention models,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.569696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3776c107-34d1-456c-9e00-fb98a76caced · outbound

This paper cites An efficient audiovisual saliency model to predict eye positions when looking at conversations,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues An efficient audiovisual saliency model to predict eye positions when looking at conversations,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.559930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f3f96374-e6b4-4a69-b076-9742178c10c0 · outbound

This paper cites Clustering of gaze during dynamic scene viewing is predicted by motion,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Clustering of gaze during dynamic scene viewing is predicted by motion,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.549618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3fe200b4-4cd8-4d74-8c52-66005e90d132 · outbound

This paper cites Predicting eyes’ fixa- tions in movie videos: Visual saliency experiments on a new eye- tracking database,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Predicting eyes’ fixa- tions in movie videos: Visual saliency experiments on a new eye- tracking database,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.539925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4a8c7cbd-e557-4448-8782-5197ce51d1fd · outbound

This paper cites Tinyhd: Efficient video saliency prediction with heterogeneous decoders using hierarchical maps distillation,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Tinyhd: Efficient video saliency prediction with heterogeneous decoders using hierarchical maps distillation,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.530709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c0e331bd-fbe9-4858-a4ff-4d6849cba445 · outbound

This paper cites Video saliency forecasting transformer,.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Video saliency forecasting transformer,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.520968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6a52a3c4-8d4b-4839-b001-4c5fd5744ede · outbound

This paper cites What do different evaluation metrics tell us about saliency models?.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues What do different evaluation metrics tell us about saliency models?

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.512313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0dd95823-6a1f-4c1c-925a-c30a2d44240b · outbound

This paper cites Does audio help in deep audio-visual saliency prediction models?.

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues Does audio help in deep audio-visual saliency prediction models?

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:13:03.501771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.