Pith. sign in

Paper Citation Record · LEDGER

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning

As of 19 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:1908.04915.

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

pith.paper-citation-record.v1
1908.04915 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:33:00.861808Z

measured 29 of 29 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:06:08.403390Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T11:06:09.515081Z

Reference resolution

28 of 28 outbound references displayed

  • verified exact2
  • verified fuzzy17
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8ae88ea1-4bab-4d2f-98f4-3cd9d131f9ac · outbound

This paper cites Re-ID done right: towards good practices for person re-identification.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Re-ID done right: towards good practices for person re-identification

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-14T13:33:00.763154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:33:00.763154Z digest=sha256:643fcf6bd7e3982ca92df895b2d45555781cbbaf4f7a9f5b766fed9b0adce80a

Observation 6bb50c51-d560-433e-8682-df29fd82698a · outbound

This paper cites Neural Machine Translation by Jointly Learning to Align and Translate.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Neural Machine Translation by Jointly Learning to Align and Translate

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-14T13:33:00.771830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:33:00.771830Z digest=sha256:8e5c97be986efd59912b172718fc10c3c6fa87e687ad60b14b9da528876f15fd

Observation 01af21ee-e05e-4557-8179-9fb910ca678e · outbound

This paper cites Joint deep semantic embedding and metric learning for person re-identification.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Joint deep semantic embedding and metric learning for person re-identification

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.213779Z

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=2026-08-14T13:33:00.780154Z digest=sha256:13e3f3c78ff67ed9090b3bb41b7ecc111b855e923f8dffec652e457fd4793934

Observation 63808063-53da-4066-b170-3f1a51f137d1 · outbound

This paper cites Improving deep visual representation for person re- identification by global and local image-language associa- tion.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Improving deep visual representation for person re- identification by global and local image-language associa- tion

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.201698Z

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=2026-08-14T13:33:00.783818Z digest=sha256:8aeee3de7264ea8324bea50bef3876a8ac0c1516f47cf4ceae08025dfb93f16e

Observation cd4d7c5b-1b58-4119-9058-9e4e4aa66b63 · outbound

This paper cites Image-image domain adaptation with preserved self- similarity and domain-dissimilarity for person reidentifi- cation.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Image-image domain adaptation with preserved self- similarity and domain-dissimilarity for person reidentifi- cation

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.188873Z

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=2026-08-14T13:33:00.787421Z digest=sha256:0f3dcc3d72ce0ea13625d9d7972402b9eacf81640a1515e7873e90b51d2ae3c1

Observation d36e1e7c-6765-4f17-b352-a5be57d89dec · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-14T13:33:00.791106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:33:00.791106Z digest=sha256:e7e48d16e785937098539113693c79e87da6917adc0746840ac0e44b1b0461e3

Observation 8f66a4b2-994a-4d45-98e4-999d34cc5600 · outbound

This paper cites Let Features Decide for Themselves: Feature Mask Network for Person Re-identification.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Let Features Decide for Themselves: Feature Mask Network for Person Re-identification

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-14T13:33:00.963327Z

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=2026-08-14T13:33:00.794613Z digest=sha256:2b6ab6bb040d2b8992ecb775cbc1bb24207fbfb24afb9bc48d4324c6e210f76d

Observation 8be496be-3a15-41e9-981a-d90a6b77f538 · outbound

This paper cites Categorical Reparameterization with Gumbel-Softmax.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Categorical Reparameterization with Gumbel-Softmax

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-14T13:33:00.798606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:33:00.798606Z digest=sha256:814c865de064f2ab2980e6918b4771627c50bfef85d2981197eb38a7638847c4

Observation a57c1d4c-7980-400e-b0ba-f9174c7ebf01 · outbound

This paper cites Human reidentifi- cation with transferred metric learning.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Human reidentifi- cation with transferred metric learning

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.178802Z

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=2026-08-14T13:33:00.805540Z digest=sha256:404d58c5c08aadae1bc80b4687efcc8354d3a2dae771b385638afd924a84cda8

Observation c2242b48-8122-4870-8f02-755fedb17ef4 · outbound

This paper cites Person Re-Identification by Deep Joint Learning of Multi-Loss Classification.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Person Re-Identification by Deep Joint Learning of Multi-Loss Classification

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-14T13:33:00.811917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:33:00.811917Z digest=sha256:dc724b38c9e4b4783b6ec14cf588089d9b6266a4964e2e2cec8ac98933926f9d

Observation 8a1fd47d-7639-4ae8-980b-88ca9a25d472 · outbound

This paper cites Person re- id by local maximal occurrence representation and metric learning.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Person re- id by local maximal occurrence representation and metric learning

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.157276Z

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=2026-08-14T13:33:00.815252Z digest=sha256:ae2607eb507a0e1c1bca07286cc3c787f67577a939157011088d49375b790d1a

Observation 75556262-8546-4aa4-8f8d-31add28042a0 · outbound

This paper cites Multi- scale triplet cnn for person re-identification.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Multi- scale triplet cnn for person re-identification

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.145494Z

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=2026-08-14T13:33:00.821644Z digest=sha256:eaaa2877522759c7740f9e977f489b5a1f6124d4de7a28833423cfbf6aa9e054

Observation b5908983-b9cd-4bd6-90e1-92018f4ed401 · outbound

This paper cites Multi-scale deep learning architectures for person re-identification.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Multi-scale deep learning architectures for person re-identification

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.133013Z

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=2026-08-14T13:33:00.824979Z digest=sha256:fd49b5c5c8c4270ef855a071c5a2e67b1dfecb5984bc6baf063c4448e1466b07

Observation e496297f-54f1-42d6-98d5-a9671d421832 · outbound

This paper cites Performance measures and a data set for multi-target, multi-camera tracking.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Performance measures and a data set for multi-target, multi-camera tracking

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.121278Z

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=2026-08-14T13:33:00.828489Z digest=sha256:2e3aad5318a3c317079199da1d3eb535b3935dbe82e1fe8107d83fb552fc5fc3

Observation 7964e618-77b3-4a31-a1fe-460c181c4384 · outbound

This paper cites Person re-identification by deep learning attribute-complementary information.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Person re-identification by deep learning attribute-complementary information

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.106790Z

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=2026-08-14T13:33:00.832134Z digest=sha256:3864e5db0212fad1663261af3c9ea860c6d1a6b81d1e4b030073bfb3544d17ac

Observation ac39a015-1f0d-417e-85d4-beef6949f26e · outbound

This paper cites Pose-driven deep convolutional model for person re-identification.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Pose-driven deep convolutional model for person re-identification

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.092971Z

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=2026-08-14T13:33:00.836092Z digest=sha256:4f453cac4e3632c492de086513570d5694001e0eb4eb1065756efe7f2813e436

Observation bc6e3976-043b-4a25-a8f4-b1c2c9968297 · outbound

This paper cites Svdnet for pedestrian retrieval.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Svdnet for pedestrian retrieval

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.081688Z

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=2026-08-14T13:33:00.839509Z digest=sha256:5926c5bb22bec538806fda4f7ea5168e7812bdc74e527f4d1239cd1e905e7a10

Observation ec245342-236c-45ad-9441-0ff25e671d07 · outbound

This paper cites Deep metric learn- ing for person re-identification.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Deep metric learn- ing for person re-identification

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.071347Z

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=2026-08-14T13:33:00.843191Z digest=sha256:f733766e9a0190020c1e5b60bd3740d37c5eb8301193b6a95acd57104f6555f3

Observation 24098bb1-4ff6-4109-b503-a289505299a6 · outbound

This paper cites Person Re-identification Meets Image Search.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Person Re-identification Meets Image Search

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-14T13:33:00.850151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:33:00.850151Z digest=sha256:e85ad3922ca080d7721e6db5c672bd63dadec84235dda106e1cf9168a9474221

Observation d335a292-8399-46d4-8deb-551fe2604e99 · outbound

This paper cites Person Re-identification: Past, Present and Future.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Person Re-identification: Past, Present and Future

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-14T13:33:00.854668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:33:00.854668Z digest=sha256:a0ffb5ffd2b7192ccc8e64e9285bede2f5b0ad9cca201b115f7d9fc7d2697b2a

Observation 9151353b-9e50-47f5-88da-ed1f6f7f80fd · outbound

This paper cites Pedestrian alignment network for large-scale person re- identification.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Pedestrian alignment network for large-scale person re- identification

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.043821Z

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=2026-08-14T13:33:00.858410Z digest=sha256:88c691960b0486d47d1b5d35d800dd8d45ad9da09a1c241ecd7d04b91d2aba7e

Observation 9452af04-b986-4d39-b68d-78f3a6f0529b · outbound

This paper cites Re-ranking person re-identification with k-reciprocal encoding.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Re-ranking person re-identification with k-reciprocal encoding

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.030208Z

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=2026-08-14T13:33:00.861808Z digest=sha256:b2b248a681ef191cc7ecc16ba32d241d2f4c1bc15a876b631db1c633a3651994

Observation 32cad049-f506-4d12-b33e-c5b63b589d65 · outbound

This paper cites Deepreid: Deep filter pairing neural network for person re-identification.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Deepreid: Deep filter pairing neural network for person re-identification

Reference 2012

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.168606Z

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=2026-08-14T13:33:00.808665Z digest=sha256:ddec8d7973c61d469922baae0efcf5789463f99ffd4261e3a574d6d41d263052

Observation 7aab3feb-a852-4137-9fc0-fd27db6895af · outbound

This paper cites Deeply- learned part-aligned representations for person re- identification.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Deeply- learned part-aligned representations for person re- identification

Reference 2014

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.057885Z

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=2026-08-14T13:33:00.846951Z digest=sha256:cc400bf7e6b8088543f50448edda8aaacd3baa5abea51162bad0e6584a0e66c0

Observation 2d2cda81-bc6b-4cf6-a604-5a45c8163f8e · outbound

This paper cites Improving Person Re-identification by Attribute and Identity Learning.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Improving Person Re-identification by Attribute and Identity Learning

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-14T13:33:00.818290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:33:00.818290Z digest=sha256:c428eb352d4ccec9809652279817018ca3a343f9681721e3d5e11ebdaf96c3b7

Observation cf5b2458-ea0c-4330-8edb-728a91f0e6c6 · outbound

This paper cites Focused Hierarchical RNNs for Conditional Sequence Processing.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Focused Hierarchical RNNs for Conditional Sequence Processing

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-14T13:33:00.802171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:33:00.802171Z digest=sha256:fb13c1aecbac045f8930666a080fd5163661759634e4f57fda28cb3eb3f87a59

Observation bb86f647-37a0-4a0c-b384-3752ad182b73 · outbound

This paper cites Deep-Person: Learning Discriminative Deep Features for Person Re-Identification.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Deep-Person: Learning Discriminative Deep Features for Person Re-Identification

Reference 2017

Resolution
verified exact
local_arxiv, observed 2026-08-14T13:33:00.992552Z

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=2026-08-14T13:33:00.775750Z digest=sha256:14d5ed5572eb1efa1da93f20590098238e7955cf4564bbd86d4be99732aa76d3

Observation 92a9cc73-206b-4c1c-afff-d2d64edc1f97 · outbound

This paper cites Convolutional image captioning.

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Convolutional image captioning

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:33:01.225033Z

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=2026-08-14T13:33:00.768085Z digest=sha256:b441eb43598b9a302d77ad48b92c805e20ddab490097a67616b08f82fd0d372d

Pith citing papers

Observation c78a99d6-3d91-4e8b-8325-1d2a8282ff18 · inbound

Think Hierarchically, Act Dynamically: Hierarchical Multi-modal Fusion and Reasoning for Vision-and-Language Navigation cites this paper.

Think Hierarchically, Act Dynamically: Hierarchical Multi-modal Fusion and Reasoning for Vision-and-Language Navigation HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning

Reference 62

Resolution
verified exact
local_arxiv, observed 2026-08-16T11:06:09.531885Z

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=2026-08-16T11:06:08.403390Z digest=sha256:8dc7e1f55e0d5ba8c239fb43c671c4bb84fd5b127438a2daa6067de59f002fe1