Paper Citation Record · LEDGER

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation

As of 16 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2412.02254.

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

pith.paper-citation-record.v1
2412.02254 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:45:51.314741Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

34 of 34 outbound references displayed

verified exact4
verified fuzzy24
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e4930636-4410-47fc-85b2-406239e5d766 · outbound

This paper cites 2d human pose estimation: New benchmark and state of the art analysis.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation 2d human pose estimation: New benchmark and state of the art analysis

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.946803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5596caf4-5a44-4d1e-a4c7-ed63c986ad62 · outbound

This paper cites Adversarial semantic data augmentation for hu- man pose estimation.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Adversarial semantic data augmentation for hu- man pose estimation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.929641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3adbcc8a-7908-46c3-83a3-f4544db705f4 · outbound

This paper cites Realtime multi-person 2d pose estimation using part affinity fields.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Realtime multi-person 2d pose estimation using part affinity fields

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T23:45:51.151872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a84293b-2185-4e92-9a21-1047ac63cadf · outbound

This paper cites Wing loss for robust facial landmark localisation with convolutional neural networks.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Wing loss for robust facial landmark localisation with convolutional neural networks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.899710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 883f8815-2a74-496a-90aa-aa4ac188cc29 · outbound

This paper cites YOLOX: Exceeding YOLO Series in 2021.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation YOLOX: Exceeding YOLO Series in 2021

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T23:45:51.162390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df5fb440-17ea-43b7-911d-386848fae383 · outbound

This paper cites Bottom-up human pose estimation via disentan- gled keypoint regression.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Bottom-up human pose estimation via disentan- gled keypoint regression

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.882375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 19fbed05-d4e3-4583-87cc-a2476079c320 · outbound

This paper cites On the Calibration of Human Pose Estimation.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation On the Calibration of Human Pose Estimation

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:45:51.458385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 63017cb0-b11a-48a3-8aec-723d4e0b24a6 · outbound

This paper cites The devil is in the details: Delving into unbiased data processing for human pose estimation.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation The devil is in the details: Delving into unbiased data processing for human pose estimation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.864342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 316917ea-a12d-4c0d-8c55-43dacbd3589f · outbound

This paper cites AID: Pushing the Performance Boundary of Human Pose Estimation with Information Dropping Augmentation.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation AID: Pushing the Performance Boundary of Human Pose Estimation with Information Dropping Augmentation

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:45:51.434631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 915a1588-2440-4e64-90eb-9d1d5b5f9251 · outbound

This paper cites Cornernet: Detecting objects as paired keypoints.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Cornernet: Detecting objects as paired keypoints

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T23:45:51.190273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ea5b0a5-5170-46ea-8bf7-9f757a972b4e · outbound

This paper cites CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T23:45:51.195403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3697e86-9472-4af8-bb3c-32b38685264c · outbound

This paper cites Human pose regression with residual log-likelihood estimation.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Human pose regression with residual log-likelihood estimation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.836284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3e795744-d767-4c8d-aca0-20b1d74a9fba · outbound

This paper cites Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Doll ´ar, and C.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Doll ´ar, and C

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.819384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 18014899-f173-49b9-83a9-fab2eb3a7f08 · outbound

This paper cites Focal loss for dense object detection.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Focal loss for dense object detection

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T23:45:51.211054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2a751fe-e2a8-4b49-972c-b55a1a6254eb · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Swin transformer: Hierarchical vision transformer using shifted windows

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.790264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9591c54a-3536-4833-a114-95a20b1fd28d · outbound

This paper cites Rtmo: Towards high-performance one- stage real-time multi-person pose estimation.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Rtmo: Towards high-performance one- stage real-time multi-person pose estimation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.772948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2c29ed1e-d587-45ba-b53d-fd8e1c13e482 · outbound

This paper cites Human pose regression by combining indirect part detection and contextual information.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Human pose regression by combining indirect part detection and contextual information

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.753996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 04d6ec32-ceec-461c-9388-d9ca0e2fa93e · outbound

This paper cites Yolo-pose: Enhancing yolo for multi person pose estimation using object keypoint similarity loss.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Yolo-pose: Enhancing yolo for multi person pose estimation using object keypoint similarity loss

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.735987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 35cd76cd-ea7a-43e1-b8e7-1880671fd4a3 · outbound

This paper cites From softmax to sparsemax: A sparse model of attention and multi-label clas- sification.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation From softmax to sparsemax: A sparse model of attention and multi-label clas- sification

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T23:45:51.235867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ff53b6-9d3f-47c9-967e-db929ee9a21c · outbound

This paper cites Heatmap distribution matching for human pose estima- tion.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Heatmap distribution matching for human pose estima- tion

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.706207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ca9f4ca0-b6aa-4c85-a56f-ffa5ed9333cd · outbound

This paper cites End-to-end multi-person pose estimation with transformers.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation End-to-end multi-person pose estimation with transformers

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.686959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fdd7831a-1534-4022-a5bd-2da810c3835e · outbound

This paper cites End-to-End Trainable Multi-Instance Pose Estimation with Transformers.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation End-to-End Trainable Multi-Instance Pose Estimation with Transformers

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:45:51.389763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 42d52388-f759-4cfc-89e2-9091601337ab · outbound

This paper cites Deep high-resolution representation learning for human pose esti- mation.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Deep high-resolution representation learning for human pose esti- mation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.670385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7a26ef5b-c3c0-4487-bb43-aacaa7881818 · outbound

This paper cites Compositional human pose regression.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Compositional human pose regression

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.653577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9cc315b6-20bb-48b6-aa13-a054b881dfd5 · outbound

This paper cites Integral human pose regression.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Integral human pose regression

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.635001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 409e85c4-6c1a-41d9-879f-05ac15e6211c · outbound

This paper cites Deeppose: Human pose estimation via deep neural networks.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Deeppose: Human pose estimation via deep neural networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.618015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8ada4a08-dfc8-4253-9bf4-9b9ed884d715 · outbound

This paper cites Contextual instance de- coupling for robust multi-person pose estimation.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Contextual instance de- coupling for robust multi-person pose estimation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.600490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 903db012-376a-41d3-9410-e83d6fe7aee7 · outbound

This paper cites Pvt v2: Improved baselines with pyramid vision transformer.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Pvt v2: Improved baselines with pyramid vision transformer

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.582261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ac9b4a08-fde3-4e39-895f-f5f6a01b34c9 · outbound

This paper cites Adaptive wing loss for robust face alignment via heatmap regression.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Adaptive wing loss for robust face alignment via heatmap regression

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.565488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 18cc2d9d-b14e-43a8-bd9d-05e58cfcaa5c · outbound

This paper cites AdaptivePose++: A Powerful Single-Stage Network for Multi-Person Pose Regression.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation AdaptivePose++: A Powerful Single-Stage Network for Multi-Person Pose Regression

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:45:51.364702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4ca1adf1-0291-4dd1-a447-c7a2c6455ee0 · outbound

This paper cites ViTPose: Simple vision transformer baselines for human pose estimation.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation ViTPose: Simple vision transformer baselines for human pose estimation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.548327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation da5ca5d4-9ffa-46d4-a817-0fc857b4e97c · outbound

This paper cites Hrformer: High- resolution vision transformer for dense predict.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Hrformer: High- resolution vision transformer for dense predict

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.528583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a91755a9-a0dc-4f88-b506-233d5a7cd97e · outbound

This paper cites Rosin, Zixi Cai, Han Xi, Dingcheng Yang, Hao-Zhi Huang, and Shi-Min Hu.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation Rosin, Zixi Cai, Han Xi, Dingcheng Yang, Hao-Zhi Huang, and Shi-Min Hu

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.511426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a6015fb1-2986-4268-84bf-4873e5389c0d · outbound

This paper cites A scheme explaining where keypoints could be in the im- age.

ProbPose: A Probabilistic Approach to 2D Human Pose Estimation A scheme explaining where keypoints could be in the im- age

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:45:51.493032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.