Paper Citation Record · LEDGER

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks

As of 16 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2502.13166.

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

pith.paper-citation-record.v1
2502.13166 v3

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T03:20:24.995738Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T13:33:08.223728Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

verified exact8
verified fuzzy34
unresolved2
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b1c344e2-fba0-4399-b010-497255db3e55 · outbound

This paper cites GPT-4 Technical Report.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks GPT-4 Technical Report

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-23T03:22:28.004679Z

Source-reported events for the cited work

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Observation 30b3776a-958e-4298-9a8b-634c87076cbb · outbound

This paper cites Introducing claude 3.5 sonnet, June 2024.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Introducing claude 3.5 sonnet, June 2024

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.563440Z

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Observation b9465865-a692-4099-8d95-0ae6f37bc649 · outbound

This paper cites Quantum-assisted simulator.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Quantum-assisted simulator

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.566082Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 507f8fb6-06b4-4220-a935-eed282af5cda · outbound

This paper cites Cost function dependent barren plateaus in shallow parametrized quantum circuits.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Cost function dependent barren plateaus in shallow parametrized quantum circuits

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.550546Z

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Observation 0068553b-5343-4f2f-b5ce-00f0b3f6afd9 · outbound

This paper cites Investigating and Mitigating Barren Plateaus in Variational Quantum Circuits: A Survey.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Investigating and Mitigating Barren Plateaus in Variational Quantum Circuits: A Survey

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-23T03:22:27.996346Z

Source-reported events for the cited work

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Observation d736564d-4d03-4fbb-9523-d766a7219672 · outbound

This paper cites Quantum circuit architecture search for variational quantum algorithms.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Quantum circuit architecture search for variational quantum algorithms

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.554104Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e17f76b5-9a5e-45a5-8370-836e35cb685c · outbound

This paper cites A Quantum Approximate Optimization Algorithm.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks A Quantum Approximate Optimization Algorithm

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-23T03:22:28.000520Z

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Observation 19251b63-4980-4689-82d1-7d225095f8a6 · outbound

This paper cites Mas352: Stochastic processes and financial mathematics (notes).

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Mas352: Stochastic processes and financial mathematics (notes)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.541283Z

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Observation faabe407-077e-4580-a6d3-69f6db1780cc · outbound

This paper cites An initialization strategy for addressing barren plateaus in parametrized quantum circuits.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks An initialization strategy for addressing barren plateaus in parametrized quantum circuits

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.544463Z

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Observation 245787a9-9d39-4a86-bf70-e96ecd236f7e · outbound

This paper cites The Llama 3 Herd of Models.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks The Llama 3 Herd of Models

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-05-23T03:22:27.991599Z

Source-reported events for the cited work

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Observation 0f9db211-cb34-49a5-ac0f-9811016f4858 · outbound

This paper cites Adaptive, problem-tailored variational quantum eigensolver mitigates rough parameter landscapes and barren plateaus.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Adaptive, problem-tailored variational quantum eigensolver mitigates rough parameter landscapes and barren plateaus

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.538628Z

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Observation 1e8b07df-d309-4ce2-8b18-b611d38c67be · outbound

This paper cites Efficient estimation of trainability for variational quantum circuits.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Efficient estimation of trainability for variational quantum circuits

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.547523Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3e52d925-8faf-45a5-8612-820817fade97 · outbound

This paper cites Connecting ansatz expressibility to gradient magnitudes and barren plateaus.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Connecting ansatz expressibility to gradient magnitudes and barren plateaus

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.557459Z

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Observation 291eda16-0504-4b81-ab76-70bea5167210 · outbound

This paper cites GPT-4o System Card.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks GPT-4o System Card

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-23T03:22:27.987147Z

Source-reported events for the cited work

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Observation 8b01eb74-bef3-4cd8-9638-1bcfae0baf76 · outbound

This paper cites Hardware-efficient variational quantum eigensolver for small molecules and quantum magnets.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Hardware-efficient variational quantum eigensolver for small molecules and quantum magnets

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.526737Z

Source-reported events for the cited work

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Observation 0c5ba058-ea5e-4def-9eba-23bdcd18b7c9 · outbound

This paper cites Resqnets: a residual approach for mitigating barren plateaus in quantum neural networks.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Resqnets: a residual approach for mitigating barren plateaus in quantum neural networks

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.523566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 460dad2a-375f-4158-9156-5b7c8168529d · outbound

This paper cites Alleviating barren plateaus in parameterized quantum machine learning circuits: Investigating advanced parameter initialization strategies.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Alleviating barren plateaus in parameterized quantum machine learning circuits: Investigating advanced parameter initialization strategies

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.529836Z

Source-reported events for the cited work

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Observation e5d992b5-ef88-465d-a249-0237a6a2dc03 · outbound

This paper cites Beinit: Avoiding barren plateaus in variational quantum algorithms.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Beinit: Avoiding barren plateaus in variational quantum algorithms

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.533058Z

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Observation 5660d411-2f45-4568-8853-2ea1ea581041 · outbound

This paper cites Vsql: Variational shadow quantum learning for classification.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Vsql: Variational shadow quantum learning for classification

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.514403Z

Source-reported events for the cited work

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Observation 86374c8c-d571-485f-a975-b284d0983b2b · outbound

This paper cites Mitigating barren plateaus with transfer-learning-inspired parameter initializations.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Mitigating barren plateaus with transfer-learning-inspired parameter initializations

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.517312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7e4e548f-5c68-4af7-8a92-5b04e91bb990 · outbound

This paper cites Mitigating barren plateaus of variational quantum eigensolvers.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Mitigating barren plateaus of variational quantum eigensolvers

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.507805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 50c229d5-5f39-4fec-b4ec-bfa0ef04c41c · outbound

This paper cites Barren plateaus in quantum neural network training landscapes.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Barren plateaus in quantum neural network training landscapes

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.510992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e4cd37f7-c45c-4a12-9b4c-99b987b3109c · outbound

This paper cites Avoiding barren plateaus via transferability of smooth solutions in a hamiltonian variational ansatz.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Avoiding barren plateaus via transferability of smooth solutions in a hamiltonian variational ansatz

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.520527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 87b45b2a-3d28-41e5-ab94-00c1c683a838 · outbound

This paper cites Entanglement-induced barren plateaus.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Entanglement-induced barren plateaus

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.535649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d408657d-786b-4044-a87e-f0ca9979b736 · outbound

This paper cites Structure optimization for parameterized quantum circuits.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Structure optimization for parameterized quantum circuits

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.560672Z

Source-reported events for the cited work

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Observation 0e63839e-501e-44a4-9032-ed314c646c47 · outbound

This paper cites Hamiltonian variational ansatz without barren plateaus.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Hamiltonian variational ansatz without barren plateaus

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.569154Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 96bdc6d0-df7a-43f8-a067-19ce03a62f32 · outbound

This paper cites Quantum computing in the nisq era and beyond.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Quantum computing in the nisq era and beyond

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.572004Z

Source-reported events for the cited work

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Observation 954d46df-184e-431d-a54c-2cfbd1559960 · outbound

This paper cites The barren plateaus of quantum neural networks: review, taxonomy and trends.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks The barren plateaus of quantum neural networks: review, taxonomy and trends

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.501874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 69bd7b2f-7043-4c1b-93b1-f9aefc1d6c6f · outbound

This paper cites Measurement-Induced Landscape Transitions and Coding Barren Plateaus in Hybrid Variational Quantum Circuits.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Measurement-Induced Landscape Transitions and Coding Barren Plateaus in Hybrid Variational Quantum Circuits

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-01T01:17:08.534545Z

Source-reported events for the cited work

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Observation 34b5187f-125d-4797-94a0-23d6c6895bea · outbound

This paper cites Avoiding barren plateaus using classical shadows.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Avoiding barren plateaus using classical shadows

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.498936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 25d68ad1-da76-43a7-a0e6-047875cfeefb · outbound

This paper cites Engineered dissipation to mitigate barren plateaus.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Engineered dissipation to mitigate barren plateaus

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.489575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4e2e48e7-b0cc-49f1-86f1-13309e77f819 · outbound

This paper cites Dimensionality reduction with variational encoders based on subsystem purification.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Dimensionality reduction with variational encoders based on subsystem purification

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.493119Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dc846f9f-9119-4935-96b0-07af22f8ab64 · outbound

This paper cites Avoiding barren plateaus via gaussian mixture model.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Avoiding barren plateaus via gaussian mixture model

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.496100Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d8756c9e-1cec-4695-982a-7a65bd2574a9 · outbound

This paper cites Qugan: A quantum state fidelity based generative adversarial network.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Qugan: A quantum state fidelity based generative adversarial network

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.504829Z

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Observation ccf67844-1441-46ff-9b27-f1d292ef2701 · outbound

This paper cites Normalized gradient descent for variational quantum algorithms.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Normalized gradient descent for variational quantum algorithms

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.483735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 26f79c01-964d-4af2-8968-cddb4319496a · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-05-23T03:22:27.977698Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9039b803-2707-4307-90f7-51e68292539b · outbound

This paper cites u ys \"u z, Giuseppe Clemente, Arianna Crippa, Tobias Hartung, Stefan K \.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks u ys \"u z, Giuseppe Clemente, Arianna Crippa, Tobias Hartung, Stefan K \

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.477472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d04662db-5b51-479f-8ad2-cd962f662cc9 · outbound

This paper cites Probability with martingales.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Probability with martingales

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.486647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6429db95-a976-4c14-b670-2baee5a7625c · outbound

This paper cites Escaping from the barren plateau via gaussian initializations in deep variational quantum circuits.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Escaping from the barren plateau via gaussian initializations in deep variational quantum circuits

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.474200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 973a9455-1beb-4e5b-a2dc-6eb8a6ef8654 · outbound

This paper cites Enhancing the Trainability of Variational Quantum Circuits with Regularization Strategies.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Enhancing the Trainability of Variational Quantum Circuits with Regularization Strategies

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-23T03:22:27.973264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 80a936dd-6952-4a6a-b4e2-d48fd643d9e1 · outbound

This paper cites write newline.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks write newline

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.467418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 086d5bae-fcf1-409d-83b6-d802a16cb22d · outbound

This paper cites @esa (Ref.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks @esa (Ref

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T03:22:28.471024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a8bb9e86-2186-4c02-9678-f01466280129 · outbound

This paper cites an unresolved cited work.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-05-23T03:22:28.480652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9e351a9a-db9e-4973-b7da-b70de8e31e69 · outbound

This paper cites an unresolved cited work.

Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-05-23T03:22:28.463164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation ec5fa445-264b-4223-ba20-666a46efe57d · inbound

LLM-Guided Initialization for Accelerated Hybrid Quantum-Classical Medical Image Classification cites this paper.

LLM-Guided Initialization for Accelerated Hybrid Quantum-Classical Medical Image Classification Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T13:33:08.223728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.