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Paper Citation Record · LEDGER

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation

As of 11 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2507.02080.

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

pith.paper-citation-record.v1
2507.02080 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:44:21.971254Z

measured 52 of 52 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

52 of 52 outbound references displayed

  • verified exact1
  • verified fuzzy42
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation adb0f36b-664d-4e1b-aa97-d19928e0cf55 · outbound

This paper cites Maven: Multi-modal attention for valence-arousal emotion network.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Maven: Multi-modal attention for valence-arousal emotion network

Reference 1

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unresolved
no resolver link, observed 2026-08-06T20:44:18.155528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:44:18.155528Z digest=sha256:b452295f0686d867f924a145a346c3b93c1f4c9ec5e764207e2f70b3808bf5d8

Observation 8a15a724-ae5f-498f-8496-2820847ba743 · outbound

This paper cites Gated multimodal networks.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Gated multimodal networks

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.647964Z

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.

source=pdf_text observed=2026-08-06T20:44:18.206339Z digest=sha256:5d08cec31df377a2e1feb5d2bd57933d385685a017cb45fd559cdf4f0b0969b1

Observation 54282bae-b66e-45ec-8a40-004fa50bad6f · outbound

This paper cites Valence focus and arousal focus: Individual differences in the structure of affective experience.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Valence focus and arousal focus: Individual differences in the structure of affective experience

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.636828Z

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.

source=pdf_text observed=2026-08-06T20:44:18.293003Z digest=sha256:3a70b094c267c438c5052e2c75bc2b87890ea7de9efd83a2b813505a1907024d

Observation 9af34998-835e-45d6-a2a3-23e6dc66d339 · outbound

This paper cites Joint modelling of audio-visual cues using attention mechanisms for emotion recognition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Joint modelling of audio-visual cues using attention mechanisms for emotion recognition

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.625857Z

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.

source=pdf_text observed=2026-08-06T20:44:18.364205Z digest=sha256:06bfc7c312d65d614b9ed9cd93ee80456f1139be1c35d7c372ee8fe8ed2ab614

Observation 2154ffd1-55c6-42a1-ad43-85a25ca49232 · outbound

This paper cites Ms-celeb-1m: A dataset and benchmark for large-scale face recognition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Ms-celeb-1m: A dataset and benchmark for large-scale face recognition

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.614427Z

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.

source=pdf_text observed=2026-08-06T20:44:18.462272Z digest=sha256:bb7f9652a57c57b045c00b089901c52ccebd68f0298b50182565c58025de9e4b

Observation 3ed6848f-edaf-46f0-93af-775fd11c7079 · outbound

This paper cites Deep residual learning for image recognition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Deep residual learning for image recognition

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T20:44:18.519772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:44:18.519772Z digest=sha256:889c211f5ac75e521c95bce8161b89ca16ba56864d3b4534184f8d1c0eda44cf

Observation dc2487bc-d498-4755-969f-efdc8c82796a · outbound

This paper cites Deep learning-based approach for con- tinuous affect prediction from facial expression images in valence-arousal space.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Deep learning-based approach for con- tinuous affect prediction from facial expression images in valence-arousal space

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.596362Z

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.

source=pdf_text observed=2026-08-06T20:44:18.617096Z digest=sha256:70675c98da64f22301c3370744cc8bb583d0d641c6739420537f06eee5978098

Observation 772f1660-88d3-4d0a-8662-1b7e01aa23d4 · outbound

This paper cites Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:44:22.111595Z

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.

source=pdf_text observed=2026-08-06T20:44:18.687924Z digest=sha256:ae9d601a7c229dcf9c0cfa516d7379c8671c9c54d782a097c0b788590015ea6d

Observation 321eb557-9b8f-42b1-a036-2a0eaae561a2 · outbound

This paper cites Abaw: Valence-arousal estimation, ex- pression recognition, action unit detection & multi-task learning challenges.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Abaw: Valence-arousal estimation, ex- pression recognition, action unit detection & multi-task learning challenges

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.584193Z

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.

source=pdf_text observed=2026-08-06T20:44:18.762242Z digest=sha256:2ac85d3ea2f69286aab37ba91f34beec4002fcd0f2cd7176ae387e696a35e39a

Observation 31427eb2-ac68-4115-8700-a5969f13774d · outbound

This paper cites Abaw: Learning from synthetic data & multi-task learning challenges.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Abaw: Learning from synthetic data & multi-task learning challenges

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.573098Z

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.

source=pdf_text observed=2026-08-06T20:44:18.822994Z digest=sha256:2d38424c02276f82411b798c4b9fb8781416454721cec1b1d6210d63c147bb95

Observation ec734efa-6dcc-451d-8ff7-1344a518e0bc · outbound

This paper cites Multi-label compound expression recog- nition: C-expr database & network.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Multi-label compound expression recog- nition: C-expr database & network

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.561232Z

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.

source=pdf_text observed=2026-08-06T20:44:18.911471Z digest=sha256:b22c64e89f60668b34abec99bdc6f20810b5a51e04cbae884b4d668d3667eee5

Observation d35e1e0e-928b-473f-b131-0c09725a0a65 · outbound

This paper cites Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace

Reference 12

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unresolved
no resolver link, observed 2026-08-06T20:44:18.955974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:44:18.955974Z digest=sha256:38052e0235de608dcbf4d506d166ac6f41d7dabd6d7ea7a68b6581fa46bf3bdf

Observation 1416043f-2f79-47a2-8c63-591df5a5ba4f · outbound

This paper cites Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T20:44:18.977500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:44:18.977500Z digest=sha256:5fdc0714809581a7318cc0250503096786eb132a87dd57d40ae532e65a560ab1

Observation 8038ab7f-ad45-464e-943a-f42dc222a415 · outbound

This paper cites Analysing affec- tive behavior in the second abaw2 competition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Analysing affec- tive behavior in the second abaw2 competition

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.549475Z

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.

source=pdf_text observed=2026-08-06T20:44:19.023351Z digest=sha256:bc0a081fb340133b67b77dbef7ebfd1ef8aaedf5ac66f82aec78eee85afd326b

Observation 48ae7f90-e52a-422a-9f39-48cba4b9eadb · outbound

This paper cites Analysing affective behavior in the first abaw 2020 competition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Analysing affective behavior in the first abaw 2020 competition

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.538337Z

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.

source=pdf_text observed=2026-08-06T20:44:19.062969Z digest=sha256:afd782913fba6285febc67f7487cae6eb2bc5176ea0917051ab0cce92c7c5625

Observation fe4289f4-d6ab-4cf8-8f89-19999bc3477b · outbound

This paper cites Face Behavior a la carte: Expressions, Affect and Action Units in a Single Network.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Face Behavior a la carte: Expressions, Affect and Action Units in a Single Network

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T20:44:19.102470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:44:19.102470Z digest=sha256:8b24717a8c6b1bc0a6d94c0feb2a1f96098b128ae2e0c56da99697cea1a00c8e

Observation 527f2aa2-f99a-4b3e-832a-562f14d863e6 · outbound

This paper cites Deep affect prediction in-the-wild: Aff-wild database and challenge, deep architec- tures, and beyond.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Deep affect prediction in-the-wild: Aff-wild database and challenge, deep architec- tures, and beyond

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.526876Z

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.

source=pdf_text observed=2026-08-06T20:44:19.163243Z digest=sha256:04ea8ccf1890d1b4ab9fe739cb5366513848795dd3516e8e7264bb2f27f716b2

Observation 99ea2612-1655-43aa-bc73-80baf97278f0 · outbound

This paper cites Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T20:44:19.216546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:44:19.216546Z digest=sha256:492d46eaa6c87a7dd8f808465ed2ebf6ca45e689c89027838be163845b902c91

Observation f95d004e-0214-4d5c-87e0-161a092088ad · outbound

This paper cites Abaw: Valence-arousal esti- mation, expression recognition, action unit detection & emo- tional reaction intensity estimation challenges.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Abaw: Valence-arousal esti- mation, expression recognition, action unit detection & emo- tional reaction intensity estimation challenges

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.515640Z

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.

source=pdf_text observed=2026-08-06T20:44:19.271625Z digest=sha256:7a835906129c42319a17b1e3c79c726c976e7179627329fcde0adff3f16f4eca

Observation a7cdfd12-b52b-4172-b165-aee9ec26c987 · outbound

This paper cites Distribution matching for multi-task learning of classification tasks: a large-scale study on faces & beyond.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Distribution matching for multi-task learning of classification tasks: a large-scale study on faces & beyond

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.503125Z

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.

source=pdf_text observed=2026-08-06T20:44:19.350788Z digest=sha256:ecb94d41674bbd8948aecdb0fbdab0f8c8842cf550b8ece7f225c564c713d55c

Observation 0f8bbc7b-c0c6-4915-a7ce-40ae2a629447 · outbound

This paper cites The 6th affective behav- ior analysis in-the-wild (abaw) competition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation The 6th affective behav- ior analysis in-the-wild (abaw) competition

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.490707Z

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.

source=pdf_text observed=2026-08-06T20:44:19.395305Z digest=sha256:06133e2c904acc82fb2a4de2a39dbab4c57b5a0c9f94c3e1eb33639b2f3e8c0d

Observation 86e746f1-c41e-4851-a5e5-191d72c70b9d · outbound

This paper cites 7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation 7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T20:44:19.440218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:44:19.440218Z digest=sha256:68ec68d5d5fb9ff1b5f1ff5cc3ed311fec5bb6bd2819aef17024fd716f96532a

Observation ddafcc4c-10e6-4836-ad3c-b488f9ed466a · outbound

This paper cites DVD: A Comprehensive Dataset for Advancing Violence Detection in Real-World Scenarios.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation DVD: A Comprehensive Dataset for Advancing Violence Detection in Real-World Scenarios

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T20:44:19.523313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:44:19.523313Z digest=sha256:4588805ebb04b7373641f4a2e78b49517247e04bb602f85739c16de5e80c21f4

Observation 56fb3ec0-5a4d-4c34-8a43-bd6fa7dd6edd · outbound

This paper cites Advancements in affective and behavior analysis: The 8th abaw workshop and competition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Advancements in affective and behavior analysis: The 8th abaw workshop and competition

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.477889Z

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.

source=pdf_text observed=2026-08-06T20:44:19.586794Z digest=sha256:7a18db798762231a02870ec9866a32ac26b0ddebfd4417e23d0c1c1395faf040

Observation bbc6667e-a2c7-46f9-930b-dfacd59c51ba · outbound

This paper cites Gated mechanism for at- tention based multi modal sentiment analysis.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Gated mechanism for at- tention based multi modal sentiment analysis

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.465891Z

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.

source=pdf_text observed=2026-08-06T20:44:19.634158Z digest=sha256:de5785b30f5623a801ed2cfeb3e20144238956faef685f9baadc3174a90b9588

Observation 4e0b2da9-86be-48b4-89ec-1ba9907f2861 · outbound

This paper cites Emotion, artificial intelligence, and ethics.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Emotion, artificial intelligence, and ethics

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.453885Z

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.

source=pdf_text observed=2026-08-06T20:44:19.679003Z digest=sha256:a91d62e31b9148f7c5e7c703e4c9a2a2b0617dd82c6650e5be6841fddee5f25f

Observation 1b9b5dba-8e12-4558-bbe2-6551eb179206 · outbound

This paper cites Multi-modal fusion network with complementarity and importance for emotion recognition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Multi-modal fusion network with complementarity and importance for emotion recognition

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.443345Z

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.

source=pdf_text observed=2026-08-06T20:44:19.709574Z digest=sha256:35b6e009b350aaed186ad586940e8957656a1116ab4c0e01df82e62cf376e336

Observation ab4c25aa-e8a7-4371-8ae9-0be369e54e97 · outbound

This paper cites Valence and arousal estimation based on multimodal temporal-aware features for videos in the wild.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Valence and arousal estimation based on multimodal temporal-aware features for videos in the wild

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.432242Z

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.

source=pdf_text observed=2026-08-06T20:44:19.762417Z digest=sha256:1c111ef9bcbecfaea6682d1cd9baf1337aebf488774752f34b81953dea286b14

Observation 4f2e5900-cbe4-4ddd-a9f9-6de6ba3ec325 · outbound

This paper cites United we stand: Emphasizing commonali- ties across cognitive-behavioral therapies.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation United we stand: Emphasizing commonali- ties across cognitive-behavioral therapies

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.421560Z

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.

source=pdf_text observed=2026-08-06T20:44:19.807937Z digest=sha256:88909fc3b0bdc4939ce30b80587bb488f8d8509f78f443e732a78ee70c6881e1

Observation bd54f25a-9a22-4500-835e-012ab1827522 · outbound

This paper cites Cnn-lstm facial ex- pression recognition method fused with two-layer attention mechanism.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Cnn-lstm facial ex- pression recognition method fused with two-layer attention mechanism

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.410572Z

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.

source=pdf_text observed=2026-08-06T20:44:19.847887Z digest=sha256:016f2b24f0334b9c882345fbc24eda99a913f2ffb32b2b81cba33c0172c1c0e3

Observation b4c98aec-1ef2-4dc1-9daa-5ffbaecdcde5 · outbound

This paper cites Mul- timodal emotion recognition using cross modal audio-video fusion with attention and deep metric learning.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Mul- timodal emotion recognition using cross modal audio-video fusion with attention and deep metric learning

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.399920Z

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.

source=pdf_text observed=2026-08-06T20:44:19.888780Z digest=sha256:01d58d4d048d64ca3cf1432c46f8c16b34e0b14efd8517fae56d42835fb205bd

Observation 68c6a5e7-b357-4a85-a392-afe472e92a4b · outbound

This paper cites Cross-attention is not always needed: Dynamic cross-attention for audio-visual di- mensional emotion recognition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Cross-attention is not always needed: Dynamic cross-attention for audio-visual di- mensional emotion recognition

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.388079Z

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.

source=pdf_text observed=2026-08-06T20:44:19.951786Z digest=sha256:04e5c9d2cb39cdb502a0a579347defc03ec84fbb4a1c42d539b737145d1c8d79

Observation 78aad30c-a53f-41fb-aeec-786c5f0a3edc · outbound

This paper cites Incongruity-aware cross-modal attention for audio-visual fusion in dimensional emotion recognition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Incongruity-aware cross-modal attention for audio-visual fusion in dimensional emotion recognition

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.376056Z

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.

source=pdf_text observed=2026-08-06T20:44:19.989886Z digest=sha256:366c741c6457a8858b630e72e141345a987f54877ee729e0f4745dfeccad799a

Observation fc456000-efae-4ac2-8183-25063e1d43ff · outbound

This paper cites Recursive joint cross- modal attention for multimodal fusion in dimensional emo- tion recognition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Recursive joint cross- modal attention for multimodal fusion in dimensional emo- tion recognition

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.362720Z

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.

source=pdf_text observed=2026-08-06T20:44:20.042508Z digest=sha256:1e8c567d77aa1f3a99a334d0101cee5ddf3cedf69635ba6228aeac667034ba22

Observation 0704a91d-7057-429e-9e9d-ee7916c0345a · outbound

This paper cites A joint cross-attention model for audio-visual fusion in dimensional emotion recognition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation A joint cross-attention model for audio-visual fusion in dimensional emotion recognition

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.348192Z

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.

source=pdf_text observed=2026-08-06T20:44:20.107155Z digest=sha256:e0e7d3b3418e3267d291edfadf3b98d97e4b602a84afa3182431dc96917dd272

Observation f294aa7b-f263-44b2-82fc-e77124ec60f3 · outbound

This paper cites Audio–visual fusion for emotion recognition in the valence– arousal space using joint cross-attention.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Audio–visual fusion for emotion recognition in the valence– arousal space using joint cross-attention

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.335756Z

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.

source=pdf_text observed=2026-08-06T20:44:20.144703Z digest=sha256:3d2e20df2af86c223d57f1899466e5bc51bd978879541e6b76902ab246bd3a3a

Observation a41a016f-36df-4e7f-b838-70b05b07b0d0 · outbound

This paper cites Re- cursive joint attention for audio-visual fusion in regression based emotion recognition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Re- cursive joint attention for audio-visual fusion in regression based emotion recognition

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.321672Z

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.

source=pdf_text observed=2026-08-06T20:44:20.213618Z digest=sha256:46f0d7b30b7b6e25149048e6e0e775ac8f708d0cc92ed3cc03fb7f51b5c52740

Observation 543975f0-aafc-4157-b92c-6c86b83084c3 · outbound

This paper cites A circumplex model of affect.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation A circumplex model of affect

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.300250Z

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.

source=pdf_text observed=2026-08-06T20:44:20.217149Z digest=sha256:65629ae277bf8ccb63010d2a666ae56e4d1c65f8159574c2041aa16053997145

Observation c428f214-0690-45e6-8a23-a6e3cbea8a92 · outbound

This paper cites Audiovisual three-level fusion for continuous esti- mation of russell’s emotion circumplex.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Audiovisual three-level fusion for continuous esti- mation of russell’s emotion circumplex

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.286943Z

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.

source=pdf_text observed=2026-08-06T20:44:20.255287Z digest=sha256:1e61517067db72e7698979c6ede6d5d7c96ba5427912b409e35c7a67b7d5cac6

Observation ad5e7b5c-8cc5-4889-9ddc-d298476ccd5d · outbound

This paper cites A novel spatio-temporal convolu- tional neural framework for multimodal emotion recogni- tion.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation A novel spatio-temporal convolu- tional neural framework for multimodal emotion recogni- tion

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.273441Z

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.

source=pdf_text observed=2026-08-06T20:44:20.360945Z digest=sha256:32b77791e31524b2f81888a67f39eb211bb796b2856406c59140d28a2b6d7552

Observation 91beed96-c190-4ac6-bd46-7688cd6f4ba9 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T20:44:20.510410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:44:20.510410Z digest=sha256:82ea650c0547ebf6068165a9697bfc7498735aa610dc5d429ddc341d2c428e98

Observation cac217ec-d3c4-43c5-9e2b-692481e93f27 · outbound

This paper cites Using deep and convo- lutional neural networks for accurate emotion classification on deap data.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Using deep and convo- lutional neural networks for accurate emotion classification on deap data

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.260945Z

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.

source=pdf_text observed=2026-08-06T20:44:20.674265Z digest=sha256:1724526a299894a8c49d40bdf486b1c1821d59f6bf2377604e73e08ca762592e

Observation c07c6317-b39c-40a4-aa56-453a65d37877 · outbound

This paper cites A multimodal fusion emotion recognition method based on multitask learn- ing and attention mechanism.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation A multimodal fusion emotion recognition method based on multitask learn- ing and attention mechanism

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.248034Z

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.

source=pdf_text observed=2026-08-06T20:44:20.836939Z digest=sha256:c9609096a0d6b22331bef0e4e70750cb13203637cb5d79cabba0997afcc92d16

Observation f267650b-37ab-4af0-bc62-5b54419ca85e · outbound

This paper cites Speech emotion classi- fication using attention-based lstm.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Speech emotion classi- fication using attention-based lstm

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.235505Z

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.

source=pdf_text observed=2026-08-06T20:44:20.972089Z digest=sha256:cb7b66f99150104bf239edd0a70196c77c3747e9995d5a44554113d76520c7c8

Observation a68ac420-a847-4c99-85e2-fa76362146d5 · outbound

This paper cites Aff-wild: Valence and arousal ‘in-the-wild’challenge.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Aff-wild: Valence and arousal ‘in-the-wild’challenge

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.221544Z

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.

source=pdf_text observed=2026-08-06T20:44:21.131157Z digest=sha256:2757bab2e9aac7715ee3986d8c35b476f0cbf153aaa63ae799479e389c982e77

Observation c4de6969-7af0-4d76-9c8d-bd0928d60140 · outbound

This paper cites Contin- uous emotion recognition with audio-visual leader-follower attentive fusion.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Contin- uous emotion recognition with audio-visual leader-follower attentive fusion

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.207270Z

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.

source=pdf_text observed=2026-08-06T20:44:21.248080Z digest=sha256:3fe47a2aec179f6ff8e2ba3e546867574bedb131fae22b6b862a8aca04c4186f

Observation 646e9ce0-f87b-431d-aaef-98771a0308ce · outbound

This paper cites Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.193649Z

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.

source=pdf_text observed=2026-08-06T20:44:21.431220Z digest=sha256:02a0821d9c3ce5103c495183a4a2535e16206ec792dfe426cef3f10fa05c04c5

Observation f8e8e021-4d5d-45f9-b6b5-a3bba7ac3114 · outbound

This paper cites A multimodal semantic fusion network with cross-modal alignment for multimodal senti- ment analysis.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation A multimodal semantic fusion network with cross-modal alignment for multimodal senti- ment analysis

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.180022Z

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.

source=pdf_text observed=2026-08-06T20:44:21.548405Z digest=sha256:ea46c68c8942a223b89c1960d15d6dfa325b51d54fce9afb0366ee68e1c2a119

Observation c9d76662-b285-4b16-a3b5-553657319efd · outbound

This paper cites Multi- modal facial affective analysis based on masked autoencoder.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Multi- modal facial affective analysis based on masked autoencoder

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.166333Z

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.

source=pdf_text observed=2026-08-06T20:44:21.649389Z digest=sha256:edab9c9be57b9b04ede866f6fb3e30a007c323089b4330388a8a80a3a1903eeb

Observation b89931c9-4efb-44d9-9979-170bebca94ed · outbound

This paper cites M 3 f: Multi-modal continuous valence-arousal esti- mation in the wild.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation M 3 f: Multi-modal continuous valence-arousal esti- mation in the wild

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.152792Z

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.

source=pdf_text observed=2026-08-06T20:44:21.800076Z digest=sha256:8c04dfd622a9dfb00cdea864a884c66bd58b6b40773e2990fcc49da20f793c71

Observation c8d857d8-c9ab-4673-ac44-4a7a6b3a2ee5 · outbound

This paper cites Abaw5 challenge: A facial affect recognition ap- proach utilizing transformer encoder and audiovisual fusion.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Abaw5 challenge: A facial affect recognition ap- proach utilizing transformer encoder and audiovisual fusion

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.140098Z

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.

source=pdf_text observed=2026-08-06T20:44:21.935182Z digest=sha256:43da88a7cf641fb461eaed674d3b0a5d0ac3f12affc0c0b6a934c02de9db53de

Observation cb3d9f7c-d28e-4d25-858d-fa86bcbab7c2 · outbound

This paper cites Leveraging tcn and transformer for effective visual- audio fusion in continuous emotion recognition.

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation Leveraging tcn and transformer for effective visual- audio fusion in continuous emotion recognition

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:44:22.125976Z

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.

source=pdf_text observed=2026-08-06T20:44:21.971254Z digest=sha256:7934e57be00c63a87fc1ecdcd6046a94157347a773798a765da0634ad9e32fe4

Pith citing papers

No inbound Pith citation observations are available.