Paper Citation Record · LEDGER

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance

As of 12 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2501.06219.

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

pith.paper-citation-record.v1
2501.06219 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:02:00.632786Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact6
verified fuzzy28
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d7fe03bc-13bc-41f6-ae35-dad1bb3fa103 · outbound

This paper cites Whisking.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Whisking

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.427877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a3b42707-4381-4027-a76d-a2def695f583 · outbound

This paper cites Whisker touch sensing guides locomotion in small, quadrupedal mammals.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Whisker touch sensing guides locomotion in small, quadrupedal mammals

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.413437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 01eefa4c-10c4-440f-95d0-6f33d8aeba70 · outbound

This paper cites Vocalization-whisking coordination and multisensory integration of social signals in rat auditory cortex.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Vocalization-whisking coordination and multisensory integration of social signals in rat auditory cortex

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.397549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation df56351f-b202-4508-a3b4-bc8209b3056c · outbound

This paper cites The sensorimotor basis of whisker-guided anteroposterior object localization in head-ﬁxed mice.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance The sensorimotor basis of whisker-guided anteroposterior object localization in head-ﬁxed mice

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.372922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d24c05b4-efff-4886-92bf-51908b69be3e · outbound

This paper cites Independent representations of self-motion and object location in barrel cortex output.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Independent representations of self-motion and object location in barrel cortex output

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.354794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation be923cb3-3d37-4bca-9762-5dc4d5fcf80f · outbound

This paper cites Behavioral and neural bases of tactile shape discrimination learning in head-ﬁxed mice.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Behavioral and neural bases of tactile shape discrimination learning in head-ﬁxed mice

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.338871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 78e25fae-2987-4364-9c50-398a539a2095 · outbound

This paper cites Sparse temporal coding of elementary tactile features during active whisker sensation.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Sparse temporal coding of elementary tactile features during active whisker sensation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.319397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 250ab5b2-64fa-4ad9-ad5d-3caf183399aa · outbound

This paper cites Low-noise encoding of active touch by layer 4 in the somatosensory cortex.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Low-noise encoding of active touch by layer 4 in the somatosensory cortex

Reference 8

Resolution: verified exact; doi, observed 2026-08-10T22:02:00.706899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 45d08555-6dd5-44fc-b9cd-d3aff76722c2 · outbound

This paper cites Organization of sensory feature selectivity in the whisker system.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Organization of sensory feature selectivity in the whisker system

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.304154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6f59f036-fd76-46af-9270-b5eb0f5515a4 · outbound

This paper cites A General Classiﬁer of Whisker Data Using Stationary Naive Bayes: Application to BIOTACT Robots.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance A General Classiﬁer of Whisker Data Using Stationary Naive Bayes: Application to BIOTACT Robots

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.288420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 056c063d-7493-4008-b202-7e6535e4d735 · outbound

This paper cites Automated tracking of whiskers in videos of head ﬁxed rodents.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Automated tracking of whiskers in videos of head ﬁxed rodents

Reference 11

Resolution: verified exact; doi, observed 2026-08-10T22:02:00.690162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a04f3a39-89bb-4448-9237-f81698ee0207 · outbound

This paper cites T racking whisker and head movements in unrestrained behaving rodents.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance T racking whisker and head movements in unrestrained behaving rodents

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.273565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 46682ab8-8f36-4fea-80c3-846034f18980 · outbound

This paper cites Unsupervised whisker tracking in unrestrained behaving animals.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Unsupervised whisker tracking in unrestrained behaving animals

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.259321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7d3ce317-b5a4-43e0-a691-56f653c04b02 · outbound

This paper cites Unsupervised quantiﬁcation of whisking and head movement in freely moving rodents.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Unsupervised quantiﬁcation of whisking and head movement in freely moving rodents

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.244487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2d28452c-0c83-45a2-b1fb-a6aecbb3ce78 · outbound

This paper cites The morphology of the rat vibrissal array: a model for quantifying spatiotemporal patterns of whisker-object contact.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance The morphology of the rat vibrissal array: a model for quantifying spatiotemporal patterns of whisker-object contact

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.225103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 00701aa0-e02c-40ae-9936-a54f40ec9d47 · outbound

This paper cites Whiskeras: a new algorithm for accurate whisker tracking.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Whiskeras: a new algorithm for accurate whisker tracking

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.205798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6afd9278-8112-4cdf-bdc3-0f8c74798670 · outbound

This paper cites Identity Mappings in Deep Residual Networks.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Identity Mappings in Deep Residual Networks

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.190287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 41ad0556-38d5-4d20-967d-550b041c3ca1 · outbound

This paper cites Rethinking the Inception Architecture for Computer Vision.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Rethinking the Inception Architecture for Computer Vision

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.165111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ead6f8e0-0081-40ce-a9eb-b70239bf787d · outbound

This paper cites Searching for MobileNetV3.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Searching for MobileNetV3

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.150702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 07c9c233-9fa3-428e-a0fc-f314ce21dbe7 · outbound

This paper cites Lightgbm: a highly eﬃcient gradient boosting decision tree.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Lightgbm: a highly eﬃcient gradient boosting decision tree

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.131841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c05ee369-e9ff-48f2-a90e-f81aea56f0d8 · outbound

This paper cites Optuna: a next-generation hyperparameter optimization framework.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Optuna: a next-generation hyperparameter optimization framework

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T22:02:00.563165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c46e9ea0-213a-48a1-9bfa-fc045f58bd7f · outbound

This paper cites Xception: Deep Learning with Depthwise Separable Convolutions.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Xception: Deep Learning with Depthwise Separable Convolutions

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.114121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e46daba7-df40-4d80-bbff-3f14f0a01125 · outbound

This paper cites Depthwise Convolution is All You Need for Learning Multiple Visual Domains.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Depthwise Convolution is All You Need for Learning Multiple Visual Domains

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T22:02:00.571802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1bf1e9e-800b-4ba4-97cf-4de937a6ef61 · outbound

This paper cites Rethinking Spatiotemporal Feature Learning: Speed-Accuracy T rade-oﬀs in Video Classiﬁcation.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Rethinking Spatiotemporal Feature Learning: Speed-Accuracy T rade-oﬀs in Video Classiﬁcation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.097608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bec59614-5500-4498-b467-2b1e2afb908c · outbound

This paper cites Extreme Gradient Boost with CNN: A Deep Learning-Based Approach for Predicting Protein Subcellular Localization.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Extreme Gradient Boost with CNN: A Deep Learning-Based Approach for Predicting Protein Subcellular Localization

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.080838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3a408948-f7f9-4948-a572-cf81e86ef32b · outbound

This paper cites Integration of convolutional neural network and extreme gradient boosting for breast cancer detection.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Integration of convolutional neural network and extreme gradient boosting for breast cancer detection

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.065344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 02f4c988-bc9f-4791-a4a4-c08fd0c7cbbb · outbound

This paper cites Gradient Boost with Convolution Neural Network for Stock Forecast.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Gradient Boost with Convolution Neural Network for Stock Forecast

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:02:00.934342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ad431d0d-44ae-4641-b0a9-bc59a6db531c · outbound

This paper cites A model combining convolutional neural network and lightgbm algorithm for ultra-short-term wind power forecasting.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance A model combining convolutional neural network and lightgbm algorithm for ultra-short-term wind power forecasting

Reference 28

Resolution: verified exact; raw_fallback, observed 2026-08-10T22:02:00.913609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0d291f8c-9d4d-49ac-a287-750255c64f01 · outbound

This paper cites Acoustic Scene Classiﬁcation by Ensembling Gradient Boosting Machine and Convolutional Neural Networks; 2017.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Acoustic Scene Classiﬁcation by Ensembling Gradient Boosting Machine and Convolutional Neural Networks; 2017

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.050967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 43db9d7c-0eca-4d6e-9a59-b50e954b7267 · outbound

This paper cites A deep learning architecture for temporal sleep stage classiﬁ- cation using multivariate and multimodal time series.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance A deep learning architecture for temporal sleep stage classiﬁ- cation using multivariate and multimodal time series

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.033912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ddac87c3-50dc-4d2d-8e0c-ea5d65b93d4a · outbound

This paper cites ConvXGB: A new deep learning model for classiﬁcation prob- lems based on CNN and XGBoost.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance ConvXGB: A new deep learning model for classiﬁcation prob- lems based on CNN and XGBoost

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:01.015655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cec24f56-7731-422d-bad7-0096be35461a · outbound

This paper cites Learning to Localize Temporal Events in Large-scale Video Data.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Learning to Localize Temporal Events in Large-scale Video Data

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:02:00.835994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e9a64163-5f41-461f-a86e-8e2127cf6f84 · outbound

This paper cites The OpenCV Library.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance The OpenCV Library

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:00.998755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e9af1cc3-8c9f-4b86-8685-2b9d1afa5310 · outbound

This paper cites https://zenodo.org/record/6575970, accessed March 30, 2023.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance https://zenodo.org/record/6575970, accessed March 30, 2023

Reference 34

Resolution: verified exact; raw_fallback, observed 2026-08-10T22:02:00.819172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 386370f5-b78e-4cf3-ade3-2150d889b6fe · outbound

This paper cites https://github.com/aleju/imgaug, accessed March 30, 2023.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance https://github.com/aleju/imgaug, accessed March 30, 2023

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:00.981200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 301ccad7-ee44-4aed-a3a4-e0ec3b694da6 · outbound

This paper cites T ensorFlow: A system for large-scale machine learning.

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance T ensorFlow: A system for large-scale machine learning

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:02:00.965466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.