Pith. sign in

Paper Citation Record · LEDGER

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module

As of 19 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2505.16384.

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

pith.paper-citation-record.v1
2505.16384 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:06:14.941756Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

25 of 25 outbound references displayed

  • verified exact0
  • verified fuzzy22
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 303d3466-24c6-49b4-bfc0-1c2d3660f8e4 · outbound

This paper cites Medical robotics: opportunities in china,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Medical robotics: opportunities in china,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.682874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.757860Z digest=sha256:7e0725a69d77bbcd85a48cef9c2e584175f2452618d55a28bb2b006f3fb4d3b9

Observation 653ec85e-9e5e-4858-8ec0-01b64aa1fa84 · outbound

This paper cites Socially assistive robots’ de- ployment in healthcare settings: a global perspective,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Socially assistive robots’ de- ployment in healthcare settings: a global perspective,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.662039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.767338Z digest=sha256:80749db4476102fc2d711429813fb3579135c444169bc2adb6e21ebcb67367ab

Observation 5f082b39-189a-494b-9060-85fcf9eea2f7 · outbound

This paper cites Human–robot interaction for rehabilitation robotics,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Human–robot interaction for rehabilitation robotics,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.644808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.774224Z digest=sha256:7d932b73a26755f734808c0cb5700158ffc31dda3427c89f184ef21bf60ca152

Observation a9dbbf6d-583e-419f-9c95-6738fea412bc · outbound

This paper cites Engagement esti- mation of the elderly from wild multiparty human–robot interaction,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Engagement esti- mation of the elderly from wild multiparty human–robot interaction,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.626070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.783452Z digest=sha256:f648cf64de621f75a8417a753c73af3ee933aca3d6957cd68921b42b22dbbe31

Observation 3f9465d9-59b8-4336-b71b-13d9e4862b53 · outbound

This paper cites Eye-tracking for performance evaluation and workload estimation in space telerobotic training,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Eye-tracking for performance evaluation and workload estimation in space telerobotic training,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.595564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.791214Z digest=sha256:e7b3092d787ddca1a76cfadc8366c090d159b9182243ded140f256f8893af9a6

Observation 60f50318-0e9c-4fab-85b0-957c18994eb6 · outbound

This paper cites Appearance-based gaze estimation with deep learning: A review and benchmark,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Appearance-based gaze estimation with deep learning: A review and benchmark,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.567774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.797183Z digest=sha256:7681dd6eae3712399a794126b53a79f646bd85e4d2e485d2d01c8de3a8924ee4

Observation 56f502b9-19bb-4011-bbff-8f7fe917a3d5 · outbound

This paper cites Gaze estimation from color image based on the eye model with known head pose,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Gaze estimation from color image based on the eye model with known head pose,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.538393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.804391Z digest=sha256:919bae13cd7be64a7bbdb051571570e333c0f4da78056aaecbba2a89c915ebbf

Observation b3ad5cd1-cd90-4038-b91d-547e7d645864 · outbound

This paper cites Mpiigaze: Real- world dataset and deep appearance-based gaze estimation,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Mpiigaze: Real- world dataset and deep appearance-based gaze estimation,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.515603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.812967Z digest=sha256:b9637001112785ef340e45ec30c4e424d855c2ae5ac7b0ff68aa51c2061b66a4

Observation 443121ac-3993-4bb5-92dc-cee3ee704603 · outbound

This paper cites Appearance-based gaze estimation via evaluation-guided asymmetric regression,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Appearance-based gaze estimation via evaluation-guided asymmetric regression,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.479320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.822717Z digest=sha256:db8f2ac46545b5f7e6023375117306a27f370289addb6b164c9123b84b37e998

Observation 8a78693d-4316-4c10-8f6c-a55987489b32 · outbound

This paper cites Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:14.829654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:14.829654Z digest=sha256:9deb5e78b6915c1ae78f98473a6f5502810acb6857ceb698ae19735020218606

Observation 6e2a370d-0d67-4434-bc30-feb6ee59aa54 · outbound

This paper cites Spatio-temporal attention and gaussian processes for personalized video gaze estimation,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Spatio-temporal attention and gaussian processes for personalized video gaze estimation,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.456974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.836506Z digest=sha256:5a12b1407ee937a293bb054c1b782e871bb1250c0e77f6d263690ed590feb09e

Observation 744fae5f-ac65-4048-8aee-da7bab0153a6 · outbound

This paper cites Eye tracking for every- one,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Eye tracking for every- one,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.424672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.841321Z digest=sha256:74942de35b52771fc5ed140dda66c0a3ce4dbed7c26e068c3000550c54d0e66c

Observation 426f39b5-7384-400c-8921-2a7f85a7dc25 · outbound

This paper cites Adaptive feature fusion network for gaze tracking in mobile tablets,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Adaptive feature fusion network for gaze tracking in mobile tablets,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.403419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.847958Z digest=sha256:83a4d5a0a686c97ee2137c8b60a1fdaa244ec69e6c6b3d70e861356e311e6048

Observation 52f4b14b-b3ad-4fdf-a2a9-35ddbb7910f3 · outbound

This paper cites It’s written all over your face: Full-face appearance-based gaze estimation,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module It’s written all over your face: Full-face appearance-based gaze estimation,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:14.860448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:14.860448Z digest=sha256:ecee961e39db7a943eb96fddfadda0d1716903577251bd4aa6cdc6141355266f

Observation 3ad23409-0fd7-42da-abea-12411413e965 · outbound

This paper cites Training person- specific gaze estimators from user interactions with multiple devices,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Training person- specific gaze estimators from user interactions with multiple devices,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.376110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.869912Z digest=sha256:f3c8d8c42bb9dc4a76b280b28443db1918b3578c32a973c3c466dac9adc278a5

Observation 6630ee1b-bbaf-4197-9021-77beb264af6e · outbound

This paper cites Two-eye model-based gaze esti- mation from a kinect sensor,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Two-eye model-based gaze esti- mation from a kinect sensor,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.354147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.876991Z digest=sha256:f5e537d3810aeeaf1e695a5f3bba946a4b66c996942706a39be242aa4f7321ae

Observation 89f14719-8965-42b9-be38-0aa66bc1f33c · outbound

This paper cites A differential approach for gaze estimation,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module A differential approach for gaze estimation,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.328116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.884754Z digest=sha256:90fbffdf9981ce184c285039a1b124c5e3d6763dcf92059866eaf1a96eefa4db

Observation e0890f29-73cf-4d21-a687-a234e4c8c224 · outbound

This paper cites Revisiting data normalization for appearance-based gaze estimation,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Revisiting data normalization for appearance-based gaze estimation,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.305369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.893071Z digest=sha256:daea2850a3af87154cb9629c17168417437c0d01fedb8204b6038cf29edecc42

Observation fed69ac2-066a-4dd6-a88e-ba33c4830595 · outbound

This paper cites Deep Residual Learning for Image Recognition.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Deep Residual Learning for Image Recognition

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:14.900021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:14.900021Z digest=sha256:8146eb98682c9ccffeeff22fe281b3c7d389961156ce0f7a314eac0b04136ea8

Observation 1d85251c-d5c7-491c-83d1-5c0fcadc47cb · outbound

This paper cites Easygaze3d: Towards effective and flexible 3d gaze estimation from a single rgb camera,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Easygaze3d: Towards effective and flexible 3d gaze estimation from a single rgb camera,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.270726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.906041Z digest=sha256:3d0e6733569371687365fa10806ebae20522f09c73bf756fa9e44e3c3c23684c

Observation aae7f80a-f9a2-436e-8940-ffbb6c91d9e1 · outbound

This paper cites Gaze estimation using transformer,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Gaze estimation using transformer,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.234233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.914992Z digest=sha256:572e86c18c3231dbbaff73d49ace900840785fdb504baf2be42a5885e3cd2841

Observation b5bfbc1e-55f8-428a-ba01-7459034607ef · outbound

This paper cites Agent-guided gaze estimation network by two-eye asymmetry exploration,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Agent-guided gaze estimation network by two-eye asymmetry exploration,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.207011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.922049Z digest=sha256:b083b4cb3406d942bd61a32894a17dc57f22a60a946d8805030f647d8ad589bf

Observation a75b6331-5a7c-429b-80a5-dc32ee794deb · outbound

This paper cites L2cs-net: Fine-grained gaze estimation in unconstrained environments,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module L2cs-net: Fine-grained gaze estimation in unconstrained environments,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.174778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.928707Z digest=sha256:5b77b81a96063f1ba658dc58fd5bbc2802a9b53219f1ecbdb760851db19ba6c2

Observation 8239a7ba-6d40-456e-ae90-d2604c2cbdd6 · outbound

This paper cites Eyediap: A database for the development and evaluation of gaze estimation algorithms from rgb and rgb-d cameras,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Eyediap: A database for the development and evaluation of gaze estimation algorithms from rgb and rgb-d cameras,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.141679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.934417Z digest=sha256:e839b4dd3afb1760e93e539985ea44fc519a9de27a87fbbad9b90f8a6527aa87

Observation e774dd6f-cc5d-4c3a-94f2-8a9591e9fbe9 · outbound

This paper cites Mediapipe: A framework for per- ceiving and processing reality,.

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module Mediapipe: A framework for per- ceiving and processing reality,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:06:15.104437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:06:14.941756Z digest=sha256:8610df85b62b7873fb13bbd025b4d77a5d39f98bd7b1da7071687c4413604c6b

Pith citing papers

No inbound Pith citation observations are available.