Pith. sign in

Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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

Resolution
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:d665e1e23d520e82a1dc79cdb4ef6e9da9cf2b81e249896f1e6cc64082c493d3

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:18.206339Z digest=sha256:a6ac6b752dd76a50ca30ae946daf986b1a0006db5bcabbe165204299e24b8ab3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:18.293003Z digest=sha256:8830aadf500ffed4c03c66fff03ea0975e44d6e7f0e31f247a38a15deb277cdf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:18.364205Z digest=sha256:f435717ea547f8d21dbf4358f26e1cc770ffe99ec1e0299799b375884deedf3e

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:18.462272Z digest=sha256:2c27b924176f5f454797d53f58155165fceb0cfecbfa93d70bd71fbcf0658ad0

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=sha256:8e19c769ab04713330949f4e72e31f4a2f20225b22e0575a91444c5c223126d9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:18.617096Z digest=sha256:990c5a3dad7c5968bd45ab54a2727debd05912e01a8079c24ed81f596034837e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:18.687924Z digest=sha256:4074ef9109912c7c563410d0b62168729772408176dfb5618c6adc65bbe11e02

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:18.762242Z digest=sha256:5b1d5271977b7f828c6795ff269a63443c32a34b151ccd85c1c0f0167ed5b04e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:18.822994Z digest=sha256:041fcd8fab557b4daeb1f2835efa532b0eed04ffdc742e52366f5d693257101c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:18.911471Z digest=sha256:fed72d3c246f1ebc9962475e3f67a2e440f70d1a08614cb814ae75e76a5cf4dc

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

Resolution
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:fc6732a3d18cc40af2679e72db77281325a21cac3f6db0974364574816ee9bf6

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:c041f5bea0f672174f582807be3d7030a881a77088b1d1839d611ca7d2081bd0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.023351Z digest=sha256:fd6842c528e1984b79ea5a212c93e838596fab0a3f4bbcb385a14949e10c7e6a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.062969Z digest=sha256:444e3c2ad2bdb44ff3705cf498f38585513f4d107bde6b910f604a50c178fdc2

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=sha256:7c1782877cd236229ae89a2ed820ce5a6871d2d2564b617bd68dad7d4cb6a80f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.163243Z digest=sha256:767dd48fc897415acf1519d067aa0fe6c962ecd305d7814d17cde736094fe06d

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=sha256:36ca2e7c565d6971db417307a572fad9660011609a5bcbbfd5d0851a6ec04476

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.271625Z digest=sha256:41f058c90b1f62894698ec23f9d2d7954f254bc49e6d9d9954695bab96130c21

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.350788Z digest=sha256:0659a2c1bdd1ba716b7b4319e69a066266213a602ff8553ceae5f33a5905f6a6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.395305Z digest=sha256:9ec91929aaeadab80628f1bd9fcd8e9073f5cbf7807c04bca1e90fe4d137df65

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:fbb3ad61531c0c975936900018df5572aca579cc8bddf73e2f5f416bb21d6789

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=sha256:3d68b526447e69bcc5e03375985c45faaff9e80244a65b99e11c7932f70ce128

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.586794Z digest=sha256:63b669e6213321f10685e04010b97f10360da0686fc85574062b9ca63a110db6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.634158Z digest=sha256:98a4227d982f884784a4a57b84ca3c6ede0fbd20fe5a7d2a915b5de9c08d60fe

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.679003Z digest=sha256:26a66080596473a956041ade31cbc65685b72da0e4cf30b684c5950a3f28202e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.709574Z digest=sha256:84e9779697c5ab9756be4c1b44ba16c614790961b4143ac06f016500d0ff95ac

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.762417Z digest=sha256:afa811438c9820fe55811f5aeab7208d174ce8826f2fda35bcb0e83d890a473f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.807937Z digest=sha256:3cc3821e8d60d29907c584cba1c082442d31ee94764f7031233d75dd55d0c36c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.847887Z digest=sha256:8c285d77da2dcbe4d42232c7e96cec070bb67b4e8c3b7b1def31cb855b9b3370

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.888780Z digest=sha256:057dcf50c0182a1ec66bc61d9507557b70f4cbc027981f8b5389050fb2431b1a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.951786Z digest=sha256:bf6377d3fe857966be1414d49a99f408842c7ac968c901e39a3f99f29a38d5a3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:19.989886Z digest=sha256:dc5c53816a6ed21f9e13f12f61718cdba3b02491ff2ee71aded7b5a6871a42d1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:20.042508Z digest=sha256:e0f8c7b23eada43cadf792127070f3a4b69fc01214db1a030693fbb4936eb3c3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:20.107155Z digest=sha256:dc5bb9be3b64e8bbe7a71e483bf66afa24fb41a6f79a42917906fc4903e1ca7f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:20.144703Z digest=sha256:7fa60e90a4fa99bb041cb48d853631f9bd819676e18b3f55428c29000c696996

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:20.213618Z digest=sha256:d0937158cca90313176b60929ee81b6393381d20ab898e0bc1daa969e4ef45e6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:20.217149Z digest=sha256:f505fd2db3c63d823342e089066766e4c0bb67dc9459d703e2b8da09ab7632c5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:20.255287Z digest=sha256:d0ef49243550297327ee638dbf57511cd11100e638751dab926683de44cb779a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:20.360945Z digest=sha256:2334e9b1abef01c6c63168336028fd3d08c62cadf6fe7ec7213152eeef14c907

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=sha256:504f4b596ddb8121a2df109366e7f4f9c4ce6d3996f3c95599e1dd3279df325b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:20.674265Z digest=sha256:789d140fc421af4651bd6c328eedc096390126fae8e88df021cdc5d709471114

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:20.836939Z digest=sha256:6d8331d60c838717b246156274bb040e8ae3fa452fc85eb80ad0102eb8781000

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:20.972089Z digest=sha256:3adc86b74afcaab70ae6343141c46a92795c3895355d51abe1ea4c90c919153f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:21.131157Z digest=sha256:207a8820b576c70608f5502340c5d38bfacfdb9e9d3c30b3e69b86496cbd9ac4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:21.248080Z digest=sha256:9b29d53506069fb00bfb44009c07b9e8040ea75e0900a0a1d2df35d0aacc6f2b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:21.431220Z digest=sha256:6c1b70729cd5126e2bc6a3968b119e193693b6cab697ad5625a724c248c2c132

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:21.548405Z digest=sha256:4021f41ffa07d973dbc39d813acda100e672532c3b5eb1d39126dc3f26f0df83

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:21.649389Z digest=sha256:9741816aef2a2ee8c796448fa44c8c9b53f3571622fae6f670928dfc6a14f379

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:21.800076Z digest=sha256:61a51c03bc999b7f90c06378964d3ee03d2b5178c2b3b389f874eb51863fe560

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:21.935182Z digest=sha256:30fd6e6c65769c6aaa55adc728e4325c528292f7b481724b62dc4095b191363f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:44:21.971254Z digest=sha256:21f6150210fcbb0cba0e1a14fcac6e1e38bedd852477278854c9645fae5c1e56

Pith citing papers

No inbound Pith citation observations are available.