Paper Citation Record · LEDGER

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception

As of 19 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2608.08648.

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

pith.paper-citation-record.v1
2608.08648 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:32:45.348660Z

measured 17 of 17 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 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

17 of 17 outbound references displayed

verified exact0
verified fuzzy2
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8549062e-4b9a-44b8-9b05-5f5e61e5102b · outbound

This paper cites GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:45.304179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f93ad57-2640-4b2f-baee-9a39c48ea4e7 · outbound

This paper cites PathAgentBench: Benchmarking Evidence-Seeking Vision-Language Models on Whole-Slide Pathology Image.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception PathAgentBench: Benchmarking Evidence-Seeking Vision-Language Models on Whole-Slide Pathology Image

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:32:45.564750Z

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.

Observation 93973535-2ae4-4c14-bb67-16a4a1b3940e · outbound

This paper cites 12 Chi Phan, Tianyi Zhang, Qiaochu Xue, Yufeng Wu, Dan Hu, Zeyu Liu, Sudong Wang, and Yueming Jin.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception 12 Chi Phan, Tianyi Zhang, Qiaochu Xue, Yufeng Wu, Dan Hu, Zeyu Liu, Sudong Wang, and Yueming Jin

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:45.643787Z

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.

Observation 07b02707-b73c-4de7-8faf-8d0502f2c069 · outbound

This paper cites Enhancing Pathological VLMs with Cross-scale Reasoning.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception Enhancing Pathological VLMs with Cross-scale Reasoning

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:32:45.544169Z

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.

Observation a63e88e9-16de-490b-80e7-d6a59d4dbf8e · outbound

This paper cites Proximal Policy Optimization Algorithms.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception Proximal Policy Optimization Algorithms

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:45.327105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9855b61a-36c2-498b-b03a-2e594b0f951c · outbound

This paper cites Pathmmu: A massive multimodal expert-level benchmark for understanding and reasoning in pathology.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception Pathmmu: A massive multimodal expert-level benchmark for understanding and reasoning in pathology

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:45.634917Z

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.

Observation c4bcd48e-1943-48fa-9043-183c596bbff6 · outbound

This paper cites URL https://doi.org/10.1038/s41551-026-01739-y.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception URL https://doi.org/10.1038/s41551-026-01739-y

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:45.333028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eb1cbb4-ead2-4d1f-b2b8-b0c07a931c87 · outbound

This paper cites An Yang, Anfeng Li, Baosong Yang, Beichen Zhang, Binyuan Hui, Bo Zheng, Bowen Yu, Chang Gao, Chengen Huang, Chenxu Lv, et al.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception An Yang, Anfeng Li, Baosong Yang, Beichen Zhang, Binyuan Hui, Bo Zheng, Bowen Yu, Chang Gao, Chengen Huang, Chenxu Lv, et al

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:45.335709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39328d4a-dabb-44a2-936c-36c39fce96e5 · outbound

This paper cites Qwen3 Technical Report.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception Qwen3 Technical Report

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:45.345269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e8480ca-23ac-4995-a796-34242d20e1c1 · outbound

This paper cites PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide Image VQA.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide Image VQA

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:32:45.386431Z

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.

Observation 2ffae4dc-85b4-423a-a736-773153c5d464 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception Adam: A Method for Stochastic Optimization

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:45.310667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a533cc73-cb63-4fc6-ae05-a993e7603595 · outbound

This paper cites Decoupled Weight Decay Regularization.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception Decoupled Weight Decay Regularization

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:45.316580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b734980d-f2ab-4053-a477-e4afe9ebb0ea · outbound

This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:45.307509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecc8001c-dfea-4279-bc0b-8f50f481ef2d · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:45.290768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 631c70e4-fa76-4f78-ab56-eca572dff77a · outbound

This paper cites The Llama 3 Herd of Models.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception The Llama 3 Herd of Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:45.301025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0709b31f-4e14-4237-9da3-d7e1d0c3cf0d · outbound

This paper cites Qwen3-VL Technical Report.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception Qwen3-VL Technical Report

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:45.294443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35b33f42-4fad-407e-9384-166824458629 · outbound

This paper cites Navigating Gigapixel Pathology Images with Large Multimodal Models.

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception Navigating Gigapixel Pathology Images with Large Multimodal Models

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:45.297691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.