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Paper Citation Record · LEDGER

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification

As of 8 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2505.23595.

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

pith.paper-citation-record.v1
2505.23595 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:46:17.814018Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T08:57:18.063013Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved48
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1faf9d53-526f-4d98-852d-f8d4f7aa0bc6 · outbound

This paper cites Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T12:46:14.112362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:14.112362Z digest=sha256:902ed763f53bd401a78c03b5384875ee389d6153f145d3042127d8bbe5c8c809

Observation bae461e2-043f-447a-95b7-70973c29ef9d · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:25.905449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:14.179922Z digest=sha256:e27cfccd22913db61f2ed3b01c1ccc5d572e4eeb5c890870998b1add8c3d0e52

Observation a1a2d757-ef80-485b-8c26-7d855bad1d48 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:25.750790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:14.262388Z digest=sha256:e1e315ebe3598b39b9412d60920f27c881d2da0d1a54ba626724200ee3189a03

Observation 2d5e0e15-a8c2-43c3-950c-26b3a62d1a70 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:25.557357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:14.361621Z digest=sha256:ee988879fdf286ca3581075aa4c11f52436f45bf8553bf4f81f1a6b576756609

Observation dcea788d-5cb4-4783-8c43-e2cac1cd73db · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:25.339712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:14.415688Z digest=sha256:0ed9866d85d7072c37e225048680b3f22366808ac002e3b77861eeacfb7925d0

Observation d498566b-3535-4fa9-a34d-27e5cd95ca15 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:25.058362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:14.472794Z digest=sha256:aaa8cf9062e82f2d0a2e8ed84918fd8bfb4203e7cdbdd1ff91a56f88d57a3fd5

Observation 68623c96-5d87-47fa-8983-7be5da6aeb92 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:24.866235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:14.531827Z digest=sha256:fb25203e8c80a3a17fd1177ea4f4a39c0179bfbb145e5186079fc5eceef2e970

Observation d48711c5-4627-4f5b-bb14-a2b25ca2fac2 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:24.620730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:14.582316Z digest=sha256:ee004094fef1edc5336a49d170889c48bc9d6ba8cd08205d3aa8274b7f2c5b7f

Observation 9cd70471-5f45-4da0-91ed-a69ddfa5eceb · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:24.315964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:14.630337Z digest=sha256:d5a9ef84938af507c11b6a84970a9472df68fbd768bf76839a8029abfc0c30ff

Observation 775c06c0-a62c-49b0-abec-3afeec3bf552 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T12:46:14.680962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:14.680962Z digest=sha256:0dcc107540ca18a5fa2d5a1fcf976e921127523f6e489e09acfcc08fe2a17b1f

Observation 9934600f-5e92-4b04-8d25-efdc64bed1c4 · outbound

This paper cites Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T12:46:14.731562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:14.731562Z digest=sha256:f1117a526a8a6b745ac7ee2de60d1eafbf0dc5deeac7a28fdecad0fc12346f48

Observation faf42b61-fc42-438a-88df-f90ce6ab7eb7 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:24.096799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:14.794820Z digest=sha256:a34703b08f6bd3f1f8fb96cdc6cf82c776ba297f3677067804a1c2b15691506c

Observation c2319f31-fca9-4d1d-923c-7fbdd45783f5 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:23.938981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:14.842060Z digest=sha256:070cf0ab47405c28bd1c4c0d30b1a48c158015ce645d55d832bd1719ee7b8b6a

Observation 0a238c9f-31bc-498f-b161-094e4505a0d3 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T12:46:14.924059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:14.924059Z digest=sha256:3b1620ab2aa784b3261b1715d0a2324d61dc7f945bcb90d7f15572ea23dc9083

Observation 7f205b64-24bb-4c46-9836-b9f71063d475 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:23.770762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:15.046543Z digest=sha256:70f31e8d1d9bea9d327b372f86ff4509cf77ad8eef0c1f2037bc723fdd35ce80

Observation f9febdfb-73fa-43e3-b0a7-456dba6899b8 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T12:46:15.095248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:15.095248Z digest=sha256:abed22b014da23b24d4098cb4a13f49da023f71263453adf41ed6f708cc850ed

Observation 768dde81-94f4-47e6-8a4a-a7f5bfb4b0ff · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:23.609586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:15.196854Z digest=sha256:5f76001f5958a1db6901525cb8c2f0f3ce1019e71879fa9220e328100aae12e8

Observation a08ffe03-9c95-4d19-9b2d-e67a0609c8dc · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:23.305607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:15.310463Z digest=sha256:3c5d368094aa94f2388393671287b9dd020fcccb3038d3f535090cdd0d32a30b

Observation 238f2fb6-9286-4d41-aeaf-de887731f497 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:23.109022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:15.443346Z digest=sha256:9b8167ed001a39c33665736c76a4f159cff3ad34140040a746333cf8fc21f91c

Observation 170a20e2-83bd-420c-af33-ca63b3382944 · outbound

This paper cites DeepSeek-V3 Technical Report.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification DeepSeek-V3 Technical Report

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T12:46:15.608482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:15.608482Z digest=sha256:33760c1350f0455e3ac0604ecb521c012b0b85f731486b47c7387569e31d9072

Observation 917f3bc3-b56f-4913-8138-ee50485dac46 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:22.867643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:15.764650Z digest=sha256:ad399f52f18a651929ccb8e62db17bcb9308a6266ceafd0398966257d0fc458e

Observation 306d7a78-2946-488d-8a33-20a26a2bcfcf · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:22.718404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:15.841978Z digest=sha256:b9b04ca4dbce2ba80badc6e5d14e3fcc6cf98829bcac42de81d27ac9b5a98c14

Observation 167f4621-2c83-4793-b028-a660b0383bfd · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:22.552749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:15.908903Z digest=sha256:ef148d23c0e15d2ff3500ecf3745d25b4e223c3a9e663252df4376a12266a71a

Observation 161a517b-7d77-4d55-8765-8ae1580bc217 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:22.319184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:15.962381Z digest=sha256:46afa3ae08f8d13ac7b0acf475e554c43894247d8191921429fe2f8e4bdc3a54

Observation 86636906-ad1a-4add-89e1-0c4d8e814407 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:22.060712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:16.021049Z digest=sha256:5e26a8618e75acfa6414f50bae489382bde8a725d171395d5144685cf2b50ee4

Observation 2e31578d-0a89-4cff-acaa-79940bf9dacf · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:21.765483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:16.074535Z digest=sha256:051ae0e67bae3aeb08475a524211914358b32281866c6d1d6af52f9aef0e8180

Observation 9fc6d09c-7d49-40f4-b7dd-2cc95acf4cf5 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:21.497133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:16.142531Z digest=sha256:48b029e379be148fd740389324948bb4f2a38c90f553d21a93a073752c89731c

Observation ea766faf-9ed9-44bc-9875-363c64033c93 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:21.201524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:16.210779Z digest=sha256:e3c6d356468fbe302be2fc3adfc6bc5d31de462f63e4a0a9219f21b149a51bc6

Observation 3a667a53-f704-4fc1-a490-3f990e5b8c42 · outbound

This paper cites An Overview of Multi-Task Learning in Deep Neural Networks.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification An Overview of Multi-Task Learning in Deep Neural Networks

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T12:46:16.280350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:16.280350Z digest=sha256:8a0070db9f978e4f80fdc567302019d1a9e45b9c6f3cad4094391b157bd8f9ee

Observation 53c0f0ec-003e-4804-9875-e0ad85b64fbc · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:20.953668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:16.354621Z digest=sha256:93b7ec83db565fed9656203aace2d9400d39c50d3529c5ab9f11af5ae0edc059

Observation 5d1b8400-105a-42ab-a8ca-8ac3bed1b71d · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:20.692738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:16.425706Z digest=sha256:5a01ab066e1b13c172245122518f8c791f5d963112421183f185bc03d0f37495

Observation 9ab0958b-e09d-471d-84c6-58bdada86361 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:20.465482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:16.475692Z digest=sha256:eb06d8dfb88476e545f530d6d364b564a210b2f760402ce451119f87d8154732

Observation 0e72bd11-4c07-4725-a300-6d4b12debdff · outbound

This paper cites SwinCheX: Multi-label classification on chest X-ray images with transformers.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification SwinCheX: Multi-label classification on chest X-ray images with transformers

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T12:46:16.529739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:16.529739Z digest=sha256:7d5aa9057db21232b96cd1a2914a4fea280d9a069b1aaed0f6de00d24a781af5

Observation e4414d9a-f933-436f-b3f0-5dc38c94a151 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:20.200132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:16.583321Z digest=sha256:ac4fbaad39a2c42476026cbb2cda2545b3dda4cc7ac280c0ee156080c2d09418

Observation 0b8cb7d4-c0ff-40bd-b481-4e9a6540dbc7 · outbound

This paper cites ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:46:18.176846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:16.641326Z digest=sha256:af649a340b8a2dafd8242275e622fe1e5aa2adc614f902a5e7d5fa7334fbcad6

Observation dd930e09-74d9-4da0-accc-5bce6775be50 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:19.925145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation eb27f032-2d42-4f6e-ad24-a506391ee148 · outbound

This paper cites Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models

Reference 37

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unresolved
no resolver link, observed 2026-08-07T12:46:16.763718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:16.763718Z digest=sha256:7c89298e5704083da3a789634d5eef25bdd785687f289a675f0db6063a644970

Observation 56dac7ee-5f1f-4f73-b07a-d8c90112129f · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 38

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unresolved
raw_fallback, observed 2026-08-07T12:46:19.674768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:16.838250Z digest=sha256:afabe7b8423bf14e446b395089c3bc0d51afeed0175c54414a8aca2f3c2e55eb

Observation 91ef75fe-a09a-4794-a511-df24d1a82fd5 · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 39

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raw_fallback, observed 2026-08-07T12:46:19.227233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:17.008949Z digest=sha256:5e91a5f284b254107824e2bfa977b2aa136ef5b4aea70badbe58d44265ee46a8

Observation 616c2eaa-d8be-45f3-982b-8b7a7d33abb4 · outbound

This paper cites Trace Norm Regularised Deep Multi-Task Learning.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Trace Norm Regularised Deep Multi-Task Learning

Reference 40

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no resolver link, observed 2026-08-07T12:46:17.222913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:17.222913Z digest=sha256:05d599cd78edf87a3c1cf751598a7951d812558e76811025d544aa709a428e36

Observation 4d02c912-9fbd-4b75-b6f9-1f173e3d685c · outbound

This paper cites Learning to diagnose from scratch by exploiting dependencies among labels.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Learning to diagnose from scratch by exploiting dependencies among labels

Reference 41

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unresolved
no resolver link, observed 2026-08-07T12:46:17.346353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:17.346353Z digest=sha256:a48e49e37e09ad669fb35ef615ed14105aac0c921510b57290d3218b08fd6e8a

Observation 44b8040e-8126-4f45-96ac-094f5a4bc51a · outbound

This paper cites Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions

Reference 42

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unresolved
no resolver link, observed 2026-08-07T12:46:17.457470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:17.457470Z digest=sha256:da843e025fcd521f20cb4d8cff7400c11033ba96454e8c979846e35a50c00225

Observation 8fb31fdb-8ab5-4ca8-9e1e-b1417742dafe · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 43

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unresolved
raw_fallback, observed 2026-08-07T12:46:18.974814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:17.530547Z digest=sha256:1bdfa8de9973e663d24724d18b9fdba5ce02cf9376056f18642abdbae8a7b3cc

Observation 093ec901-02e1-4856-9532-08686fc79d1b · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 44

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no resolver link, observed 2026-08-07T12:46:17.622796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:17.622796Z digest=sha256:37d4c96a189266c5b91ec4f347bbad4492947a11a8fb6398ecb74636eead37d2

Observation f79b4499-3932-45d9-88b0-036b4729607d · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:46:18.747678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:17.700743Z digest=sha256:904dcb95adabc8b0281700bb61e616a2058a7a1f23072df44351d504cd15ddb3

Observation 3830a6a5-df82-4a29-b990-814ad71b99dd · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 46

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unresolved
raw_fallback, observed 2026-08-07T12:46:18.535732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:17.814018Z digest=sha256:77dd4b56f26c1f32657ec3066f4bc2273b2522a0eb03ae9d3de6258110afd953

Observation 681c0c64-47c7-4479-be0a-93092e99368c · outbound

This paper cites CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning

Reference 2017

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no resolver link, observed 2026-08-07T12:46:17.128169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:17.128169Z digest=sha256:3a14f6c1fdb009eef959fe8616b3adb2300c691b4786589f5e7a97384da880ac

Observation 7c2f1324-2d2a-453b-9bae-9a9932be7179 · outbound

This paper cites In Proceedings of the AAAI conference on artificial intelligence , Vol.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification In Proceedings of the AAAI conference on artificial intelligence , Vol

Reference 2019

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no resolver link, observed 2026-08-07T12:46:14.979345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:14.979345Z digest=sha256:7959acb03f37e9484c1ea9ca352a6246a202add6a8f76a4a344e3f86feef2eec

Observation 3c42e8ba-51b3-4425-8c0f-bae6b00500de · outbound

This paper cites an unresolved cited work.

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Unresolved cited work

Reference 2022

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unresolved
raw_fallback, observed 2026-08-07T12:46:19.470477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:46:16.904593Z digest=sha256:4d8da8917dff3b9990e0a793e1e4677f656ee563ca734ed7054cd1e7a677ab5a

Pith citing papers

Observation 1aeb13c1-fe04-4ab1-8c8e-791891ba5377 · inbound

CURE: Curriculum-guided Multi-task Training for Reliable Anatomy Grounded Report Generation cites this paper.

CURE: Curriculum-guided Multi-task Training for Reliable Anatomy Grounded Report Generation DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification

Reference 30

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no resolver link, observed 2026-08-03T08:57:18.063013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:57:18.063013Z digest=sha256:10d6e0873ab54029357e31de910e62a0697bd65087ca542ff07c196a85b03cb4