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Paper Citation Record · LEDGER

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision

As of 7 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2511.21245.

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

pith.paper-citation-record.v1
2511.21245 v3

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T20:08:59.898699Z

measured 70 of 70 standing notices

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measured 0 of 0 inbound itemization

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measured 0 of 1 external citation measurements

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70 of 70 outbound references displayed

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Outbound references

Observation 70abeb61-caed-4574-b357-040c76ce8d77 · outbound

This paper cites Densereg: Fully convolutional dense shape regression in-the-wild.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Densereg: Fully convolutional dense shape regression in-the-wild

Reference 1

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Observation 1a91c54f-3143-4d34-8e43-248b7380e44c · outbound

This paper cites Fully automated facial expression recognition using 3D mor- phable model and mesh-local binary pattern.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Fully automated facial expression recognition using 3D mor- phable model and mesh-local binary pattern

Reference 2

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Observation 9dcdd6d2-76ff-4ece-8640-76b742e51e13 · outbound

This paper cites A morphable model for the synthesis of 3D faces.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision A morphable model for the synthesis of 3D faces

Reference 3

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Observation ee658fa5-e480-4c14-bfa4-c97a6c9ac7fc · outbound

This paper cites Face identification across different poses and illuminations with a 3D morphable model.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Face identification across different poses and illuminations with a 3D morphable model

Reference 4

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Observation 0b9e1e81-dad4-4af6-81fa-c8d063e9d700 · outbound

This paper cites How far are we from solving the 2D & 3D face alignment problem? (and a dataset of 230,000 3D facial landmarks).

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision How far are we from solving the 2D & 3D face alignment problem? (and a dataset of 230,000 3D facial landmarks)

Reference 5

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Observation 8d8e12c1-3959-4704-86ce-a0a687080828 · outbound

This paper cites Expnet: Landmark-free, deep, 3D facial expressions.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Expnet: Landmark-free, deep, 3D facial expressions

Reference 6

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Observation f702ef89-f035-4929-9866-597be7a8dbde · outbound

This paper cites Lip reading in the wild.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Lip reading in the wild

Reference 7

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Observation 4ce55beb-ecad-4e0e-849b-fd425022a677 · outbound

This paper cites Emoca: Emotion driven monocular face capture and animation.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Emoca: Emotion driven monocular face capture and animation

Reference 8

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Observation c457e517-7a00-4192-9dc2-e9f8cc62f68f · outbound

This paper cites Accurate 3D face reconstruction with weakly-supervised learning: From single image to image set.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Accurate 3D face reconstruction with weakly-supervised learning: From single image to image set

Reference 9

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Observation f23f8fc4-4726-4449-bf87-7698e09c809b · outbound

This paper cites Accurate 3D face reconstruction with weakly-supervised learning: From single image to image set.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Accurate 3D face reconstruction with weakly-supervised learning: From single image to image set

Reference 10

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Observation 9669b6be-c3e9-4778-a7e2-35b1e0e505ba · outbound

This paper cites 3D face reconstruction based on a single image: a review.IEEE Access, 12:59450–59473, 2024.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision 3D face reconstruction based on a single image: a review.IEEE Access, 12:59450–59473, 2024

Reference 11

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Observation 29f67832-b205-4006-95a8-56b54ec6a996 · outbound

This paper cites IG3D: Integrating 3D face representa- tions in facial expression inference.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision IG3D: Integrating 3D face representa- tions in facial expression inference

Reference 12

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Observation cd4341c0-f5b4-4ebf-91bc-ea5cbc43a1a5 · outbound

This paper cites 3D morphable face models—past, present, and future.ACM Transactions on Graphics, 39(5):1–38, 2020.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision 3D morphable face models—past, present, and future.ACM Transactions on Graphics, 39(5):1–38, 2020

Reference 13

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Observation a74c7429-9ed9-47b4-8efd-c6c476ba5ebc · outbound

This paper cites Universals and cultural differences in facial expressions of emotion.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Universals and cultural differences in facial expressions of emotion

Reference 14

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Observation d1b2bbd7-8dc0-46b0-96d1-170468a8f21d · outbound

This paper cites Independence and bipolarity in the structure of current affect.Journal of Personality and Social Psychology, 74(4):967, 1998.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Independence and bipolarity in the structure of current affect.Journal of Personality and Social Psychology, 74(4):967, 1998

Reference 15

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Observation 60e9c929-0b2c-472e-a548-568b88c2edbc · outbound

This paper cites Learning an animatable detailed 3D face model from in-the- wild images.ACM Transactions on Graphics, 40(4):1–13,.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Learning an animatable detailed 3D face model from in-the- wild images.ACM Transactions on Graphics, 40(4):1–13,

Reference 16

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Observation 0bc8083f-0828-48d9-bd07-025372a8c426 · outbound

This paper cites Improving human–robot interaction by en- hancing nao robot awareness of human facial expression.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Improving human–robot interaction by en- hancing nao robot awareness of human facial expression

Reference 17

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Observation a91bca1b-12ea-424a-b03c-1fcc51c24fb4 · outbound

This paper cites Spectre: Visual speech-informed per- ceptual 3D facial expression reconstruction from videos.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Spectre: Visual speech-informed per- ceptual 3D facial expression reconstruction from videos

Reference 18

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Observation 82bab7fb-fb46-462f-8000-a688b4e6383d · outbound

This paper cites Corrective 3D reconstruction of lips from monoc- ular video.ACM Transactions on Graphics, 35(6):219–1,.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Corrective 3D reconstruction of lips from monoc- ular video.ACM Transactions on Graphics, 35(6):219–1,

Reference 19

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Observation 6d587fe6-a830-4d7a-bc7c-fccc354d337d · outbound

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FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Unresolved cited work

Reference 20

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Observation 4d2b60aa-306a-4b6e-a192-7640fe7f721e · outbound

This paper cites Morphable face models-an open framework.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Morphable face models-an open framework

Reference 21

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Observation cc6b09e8-1d3d-4fbb-bc20-46645a1cc06f · outbound

This paper cites InsightFace: 2D and 3D face analysis project.https : / / github.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision InsightFace: 2D and 3D face analysis project.https : / / github

Reference 22

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Observation 16b360a6-2075-4c8d-a6d3-8d3970a5c6e6 · outbound

This paper cites Towards fast, accurate and stable 3D dense face alignment.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Towards fast, accurate and stable 3D dense face alignment

Reference 23

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Observation bbbcb79f-5556-4943-90fe-1deed10b30a5 · outbound

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FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Unresolved cited work

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Observation 7e5e8d0a-8005-4061-94f8-d79e511817d5 · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision A style-based generator architecture for generative adversarial networks

Reference 25

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Observation 6926aab3-b951-46f9-bd0b-e29d4b7d84a9 · outbound

This paper cites Drivers fatigue level prediction using facial, and 9 head behavior information.IEEE Access, 9:121686–121697,.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Drivers fatigue level prediction using facial, and 9 head behavior information.IEEE Access, 9:121686–121697,

Reference 26

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Observation 5122b264-6650-4aaf-b0de-4bfc0562cd12 · outbound

This paper cites Look Ma, no land- marks!.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Look Ma, no land- marks!

Reference 27

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Observation 8f7b9f62-d683-4f82-9235-26cb5827248c · outbound

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FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision in the wild

Reference 28

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Observation b6ebc5a9-688a-43a6-baf8-d09d1ee0edc5 · outbound

This paper cites The role of facial movements in emotion recogni- tion.Nature Reviews Psychology, 2(5):283–296, 2023.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision The role of facial movements in emotion recogni- tion.Nature Reviews Psychology, 2(5):283–296, 2023

Reference 29

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Observation 121dd69b-9bc8-448a-9517-da9208c3f4ad · outbound

This paper cites Deep facial expression recogni- tion: A survey.IEEE Transactions on Affective Computing, 13(3):1195–1215, 2020.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Deep facial expression recogni- tion: A survey.IEEE Transactions on Affective Computing, 13(3):1195–1215, 2020

Reference 30

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Observation 6131e8c8-21a6-4002-8c21-01156e8a9e6a · outbound

This paper cites Learning a model of facial shape and expression from 4D scans.ACM Transactions on Graphics, 36(6):194– 1, 2017.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Learning a model of facial shape and expression from 4D scans.ACM Transactions on Graphics, 36(6):194– 1, 2017

Reference 31

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Observation 5b3e7031-db56-4224-8f65-4d6dc16f14c8 · outbound

This paper cites Black, Hao Li, and Javier Romero.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Black, Hao Li, and Javier Romero

Reference 32

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Observation 3b2d8d55-7837-48fb-98b8-19ec31e1b14a · outbound

This paper cites Dense face alignment.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Dense face alignment

Reference 33

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Observation ee4c6b96-4738-461d-8fca-5328c62603ae · outbound

This paper cites Teaser: Token enhanced spatial modeling for expres- sions reconstruction.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Teaser: Token enhanced spatial modeling for expres- sions reconstruction

Reference 34

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Observation 30a98eb2-9db8-42e0-bbc2-068ba41a1d59 · outbound

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FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Deep learning face attributes in the wild

Reference 35

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Observation cc3511aa-717e-45db-9c10-ea4218df39aa · outbound

This paper cites MediaPipe: A Framework for Building Perception Pipelines.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision MediaPipe: A Framework for Building Perception Pipelines

Reference 36

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Observation 3eca5ae5-82aa-46f9-847d-07ca54f93597 · outbound

This paper cites 3D facial expression modeling based on facial land- marks in single image.Neurocomputing, 355:155–167,.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision 3D facial expression modeling based on facial land- marks in single image.Neurocomputing, 355:155–167,

Reference 37

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source=pdf_text observed=2026-08-03T20:08:57.031949Z digest=sha256:9f69f73dd058b6a0cb301cbf987501a5d3d37976766145fd17b5ae9f3263ac9d

Observation a3a1572d-586e-465f-87af-9e9d854b16a3 · outbound

This paper cites Recognition of facial expression from optical flow.IEICE Transactions on Information and Systems, 74 (10):3474–3483, 1991.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Recognition of facial expression from optical flow.IEICE Transactions on Information and Systems, 74 (10):3474–3483, 1991

Reference 38

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source=pdf_text observed=2026-08-03T20:08:57.135921Z digest=sha256:da9b803955069eb7c4da2d9156f8802afdda61b874b902ee6ee0fd7783848fff

Observation c64fac69-a5b5-4493-9ed4-228683fbd82c · outbound

This paper cites Wadsworth, Belmont, CA, 1st edition, 1971.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Wadsworth, Belmont, CA, 1st edition, 1971

Reference 39

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no resolver link, observed 2026-08-03T20:08:57.205218Z

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source=pdf_text observed=2026-08-03T20:08:57.205218Z digest=sha256:5ca0f014575cf2b8b44627fc4c08a2c361fd38185e7ed7d6bfe951e0aab70d28

Observation bb7ed381-49f5-461b-8dec-4c6420e73199 · outbound

This paper cites AffectNet: A database for facial expression, valence, and arousal computing in the wild.IEEE Transactions on Affective Computing, 10(1):18–31, 2017.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision AffectNet: A database for facial expression, valence, and arousal computing in the wild.IEEE Transactions on Affective Computing, 10(1):18–31, 2017

Reference 40

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source=pdf_text observed=2026-08-03T20:08:57.271072Z digest=sha256:b9b88d0b0365c6b52ef1049cd8ef2b9e63beacc42539b8a0a01bb832ee963466

Observation f9c2d633-3018-4bcf-88ad-a84129dbfe01 · outbound

This paper cites Enhanced facial expression recognition using 3D point sets and geometric deep learning.Medical & Biologi- cal Engineering & Computing, 59(6):1235–1244, 2021.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Enhanced facial expression recognition using 3D point sets and geometric deep learning.Medical & Biologi- cal Engineering & Computing, 59(6):1235–1244, 2021

Reference 41

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source=pdf_text observed=2026-08-03T20:08:57.390504Z digest=sha256:c89aef34c8f60dcce93645a761535e9bf42cba1829a73d3dfc50755e133ceea0

Observation 4e2f4ee4-b35a-4262-bdd4-bdc5ea0799d0 · outbound

This paper cites Shah, and Ioan- nis A.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Shah, and Ioan- nis A

Reference 42

Resolution
unresolved
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source=pdf_text observed=2026-08-03T20:08:57.479688Z digest=sha256:81d82b6095c5ae7040cd51f65eceea303a5d9e5a1bbfe155512c063e9525dd43

Observation 8c369935-710e-4fe8-b684-cf7d57570e6a · outbound

This paper cites A 3D face model for pose and illumination invariant face recognition.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision A 3D face model for pose and illumination invariant face recognition

Reference 43

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unresolved
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source=pdf_text observed=2026-08-03T20:08:57.606481Z digest=sha256:4ff5b927475994bafd323489a056628969f395e2b15364cb90f9053ac87a9dce

Observation faf7e65f-8b22-409a-b2d5-9721a28783d4 · outbound

This paper cites Monocular 3D facial expression features for continuous affect recognition.IEEE Transac- tions on Multimedia, 23:3540–3550, 2020.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Monocular 3D facial expression features for continuous affect recognition.IEEE Transac- tions on Multimedia, 23:3540–3550, 2020

Reference 44

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source=pdf_text observed=2026-08-03T20:08:57.708921Z digest=sha256:3c1f0dc4fe78943e6b7789d5e8143530b8f9fa417fd2e574616b369fc9ee4979

Observation 62e4b2b9-d00c-497c-9d1c-aebafd20823b · outbound

This paper cites Pat- tichis.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Pat- tichis

Reference 45

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source=pdf_text observed=2026-08-03T20:08:57.768379Z digest=sha256:a6aa0a237d33acea07f708092433fb7c5ecf5802fb063f23a0f5a24c47c7e5b9

Observation a6a1d539-6286-4d4a-886a-acca80ec9a62 · outbound

This paper cites To- wards a complete 3D morphable model of the human head.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision To- wards a complete 3D morphable model of the human head

Reference 46

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source=pdf_text observed=2026-08-03T20:08:57.868321Z digest=sha256:f0d72d7a1d6a835b73e2bd2d84bc06fcd86154ebd63883fb5441742fbfb8c0ff

Observation 1a9b3089-4fe8-43fe-8ecd-6a786e8631d0 · outbound

This paper cites Filntisis, Radek Dan ˇeˇcek, Victoria F.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Filntisis, Radek Dan ˇeˇcek, Victoria F

Reference 47

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source=pdf_text observed=2026-08-03T20:08:57.952478Z digest=sha256:1007910ecf91388cbb86e4a5a734311b472e0d394cc82103ffb9079786a8e09e

Observation 28e306f2-8a2e-4041-98a6-809508770888 · outbound

This paper cites A circumplex model of affect.Journal of personality and social psychology, 39(6):1161, 1980.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision A circumplex model of affect.Journal of personality and social psychology, 39(6):1161, 1980

Reference 48

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source=pdf_text observed=2026-08-03T20:08:57.983393Z digest=sha256:b9689cc90662a67f3771627dfc2e990e4dabd0457bf65ced615e704239c52e5d

Observation 5817f64e-97a9-4f3d-915c-736d9e8cad67 · outbound

This paper cites Learning to regress 3D face shape and expression from an image without 3D supervision.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Learning to regress 3D face shape and expression from an image without 3D supervision

Reference 49

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source=pdf_text observed=2026-08-03T20:08:58.071411Z digest=sha256:dbe7d36c5de4b48e28792c89879a9f27606ed12662b69768e50c9489995260be

Observation f4fb7e60-b4ce-4f70-ae7e-50e59e528de8 · outbound

This paper cites Self-supervised monocular 3D face reconstruction by occlusion-aware multi- view geometry consistency.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Self-supervised monocular 3D face reconstruction by occlusion-aware multi- view geometry consistency

Reference 50

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source=pdf_text observed=2026-08-03T20:08:58.129862Z digest=sha256:d6d24285aa43c5ec554686f3a0c2d0aaacdf041787aa7eb92d93c3239ee7b6d3

Observation ba37078d-357d-4047-9010-808e3e19212e · outbound

This paper cites 3D face reconstruction in deep learning era: A survey.Archives of Computational Methods in Engineering, 29(5):3475–3507, 2022.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision 3D face reconstruction in deep learning era: A survey.Archives of Computational Methods in Engineering, 29(5):3475–3507, 2022

Reference 51

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source=pdf_text observed=2026-08-03T20:08:58.255298Z digest=sha256:7410eb16a574cb4eb21acd8e0d843d3705aa5ec7b0ad7a337c271b69a6b24708

Observation 2b2afc47-b910-4969-abd7-1b0cea3ba323 · outbound

This paper cites Are 3D face shapes expressive enough for recognising continu- ous emotions and action unit intensities?IEEE Transactions on Affective Computing, 2023.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Are 3D face shapes expressive enough for recognising continu- ous emotions and action unit intensities?IEEE Transactions on Affective Computing, 2023

Reference 52

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source=pdf_text observed=2026-08-03T20:08:58.362066Z digest=sha256:c55ba4d1769007dccd8196d92b2ae7be64675668ec34228749588b4f768e62ff

Observation 0084aba3-1335-48c7-95e2-67bb91181c4f · outbound

This paper cites MOFA: Model-based deep convolutional face au- toencoder for unsupervised monocular reconstruction.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision MOFA: Model-based deep convolutional face au- toencoder for unsupervised monocular reconstruction

Reference 53

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source=pdf_text observed=2026-08-03T20:08:58.443120Z digest=sha256:35fe4a7965b127c0b547a2fcd443d7818c0963659808c7543e85fc5535b2805f

Observation d452f94b-c0f8-4f22-bae3-15fec99d236a · outbound

This paper cites Regressing robust and discriminative 3D mor- phable models with a very deep neural network.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Regressing robust and discriminative 3D mor- phable models with a very deep neural network

Reference 54

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source=pdf_text observed=2026-08-03T20:08:58.535271Z digest=sha256:407021d213224bec0284d67209c1081e356af116d70accbbd4e3926c8213b7da

Observation 562c08e1-c050-444c-957a-2eb034152abb · outbound

This paper cites Mead: A large-scale audio-visual dataset for emotional talking-face generation.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Mead: A large-scale audio-visual dataset for emotional talking-face generation

Reference 55

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source=pdf_text observed=2026-08-03T20:08:58.626663Z digest=sha256:5a3471a9f4c099c54d55aa0a5729029792374985efcf3ea0aadd028e40bc34bf

Observation 712f3d79-6b11-4057-ba69-d64d4ef83a70 · outbound

This paper cites A Survey on Facial Expression Recognition of Static and Dynamic Emotions.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision A Survey on Facial Expression Recognition of Static and Dynamic Emotions

Reference 56

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source=pdf_text observed=2026-08-03T20:08:58.701473Z digest=sha256:aa96a44429168cc5af794df8e3fe2b96063f4c151ed51e17cc59a15f717298ff

Observation 9d86a68b-4421-4fc5-aa5c-fcf57a695c29 · outbound

This paper cites Children acquire emotion categories gradually.Cognitive development, 23(2): 291–312, 2008.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Children acquire emotion categories gradually.Cognitive development, 23(2): 291–312, 2008

Reference 57

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source=pdf_text observed=2026-08-03T20:08:58.764442Z digest=sha256:ec005747bcd9a5fa96e21a0e8fb8ffee7a4b7f82cfc8fa57aaf79683e2964755

Observation 69bfd1e6-f18b-4001-b825-e6eaa30caf37 · outbound

This paper cites Analysis of fa- cial expressions based on silhouettes.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Analysis of fa- cial expressions based on silhouettes

Reference 58

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source=pdf_text observed=2026-08-03T20:08:58.827818Z digest=sha256:445827bb1d0ad23687ef10d5b6b72e104e661918829bcf74047aa29b23774d58

Observation 51edc3d1-dab9-45c4-a197-edf3f06ee749 · outbound

This paper cites 3D face reconstruction with dense landmarks.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision 3D face reconstruction with dense landmarks

Reference 59

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source=pdf_text observed=2026-08-03T20:08:58.898216Z digest=sha256:e09855f850c7d51956dbd02b53da2b230544dfd9fab2dd272787dedbf8ad05e9

Observation 149cb1ac-e03b-4490-90df-ff9c69070392 · outbound

This paper cites MVF- Net: Multi-view 3D face morphable model regression.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision MVF- Net: Multi-view 3D face morphable model regression

Reference 60

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source=pdf_text observed=2026-08-03T20:08:58.990410Z digest=sha256:4c6585cc8a08db3d4a1a00bcf5148cbdb1e17bce4254d4e2ac181bdd2fe66c58

Observation bc3425a7-c906-46dd-9ead-4a72c3dbc506 · outbound

This paper cites Facescape: a large-scale high quality 3D face dataset and detailed riggable 3D face prediction.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Facescape: a large-scale high quality 3D face dataset and detailed riggable 3D face prediction

Reference 61

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source=pdf_text observed=2026-08-03T20:08:59.065230Z digest=sha256:0cfc798601efdaddeaed47ec1c8031b6568090d3f3b22c13acbe9c3022ac7819

Observation b5c7e27e-6787-4abc-816c-6896bb58fb5a · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision The unreasonable effectiveness of deep features as a perceptual metric

Reference 62

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source=pdf_text observed=2026-08-03T20:08:59.137892Z digest=sha256:f1a435b941966b9fdac4e662f9331bdfa77e88d87e80a81522e3e9b848c7ebe7

Observation 4997a662-7b06-4f55-a991-fa79ede1ddef · outbound

This paper cites BP4D-Spontaneous: a high-resolution spontaneous 3D dynamic facial expression database.Image and Vision Com- puting, 32(10):692–706, 2014.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision BP4D-Spontaneous: a high-resolution spontaneous 3D dynamic facial expression database.Image and Vision Com- puting, 32(10):692–706, 2014

Reference 63

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source=pdf_text observed=2026-08-03T20:08:59.286168Z digest=sha256:0cb5f58ae6cf5597ee180bc8def51b923fa83085e7eda0651393b2ea32c6fc8e

Observation 3bae4fbb-2c91-4d41-b5b1-3b501e4cadfe · outbound

This paper cites Toward label-efficient emotion and sen- timent analysis.Proceedings of the IEEE, 111(10):1159– 1197, 2023.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Toward label-efficient emotion and sen- timent analysis.Proceedings of the IEEE, 111(10):1159– 1197, 2023

Reference 64

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source=pdf_text observed=2026-08-03T20:08:59.383292Z digest=sha256:33c4fef5711ad33f3951368abde4d61dd17b3e0b85a68dda47a4dbf5be23b07f

Observation f3a97f76-ad07-4ffd-b30c-16270a6d1a28 · outbound

This paper cites Kakadiaris, and Liming Chen.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Kakadiaris, and Liming Chen

Reference 65

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source=pdf_text observed=2026-08-03T20:08:59.431867Z digest=sha256:bffbf358ec9d80dfb74676f21fc2668931effc65690b2f07437f7297cb67da64

Observation 6e908dc8-9342-4dc4-8302-025884c50e60 · outbound

This paper cites Intensity enhancement via GAN for mul- timodal facial expression recognition.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Intensity enhancement via GAN for mul- timodal facial expression recognition

Reference 66

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source=pdf_text observed=2026-08-03T20:08:59.498099Z digest=sha256:2146b1f7759a5edb42f55120d727a2d975f0336c708340571c014a188550a195

Observation f242105a-900a-464c-bbc7-1803066b0ed1 · outbound

This paper cites Towards metrical reconstruction of human faces.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Towards metrical reconstruction of human faces

Reference 67

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source=pdf_text observed=2026-08-03T20:08:59.593659Z digest=sha256:eb8739716d1f7d768c9c70beb7f7c21cbd40d98fc92576413e1b1969538fb5c4

Observation a8f7b071-d8b7-459a-9ceb-74b0c9c6bac4 · outbound

This paper cites an unresolved cited work.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Unresolved cited work

Reference 68

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source=pdf_text observed=2026-08-03T20:08:59.686300Z digest=sha256:350da6778181f6b1c4cdbf7b6a60d6a7e0cc17c3c2ba31a115150fb08978624b

Observation 10db25da-7a66-48c5-a4f7-503c9cb0a71a · outbound

This paper cites Scan Pre-processing.BP4D scans contain hair regions and various noisy surface points, while the FLAME model does not include vertices corresponding to hair.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Scan Pre-processing.BP4D scans contain hair regions and various noisy surface points, while the FLAME model does not include vertices corresponding to hair

Reference 69

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source=pdf_text observed=2026-08-03T20:08:59.816058Z digest=sha256:06ccde9c1f09147645f4c504844a7a9bc97301896b4f565f3a21fa42473f7181

Observation 65f0b66b-925f-41d9-80e4-cd2a8db28533 · outbound

This paper cites an unresolved cited work.

FIELDS: Face reconstruction with accurate Inference of Expression using Learning with Direct Supervision Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-03T20:08:59.898699Z digest=sha256:fb308b448f7edddc1f5441a04523b74f48560f9dc796e8d71c9bd5ea581c943b

Pith citing papers

No inbound Pith citation observations are available.