Paper Citation Record · LEDGER

Deformba: Vision State Space Model with Adaptive State Fusion

As of 12 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 5 inbound Pith citation observations for arXiv:2605.21308.

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

pith.paper-citation-record.v1
2605.21308 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T05:03:12.736238Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:10:52.656093Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T01:39:23.941304Z

Reference resolution

13 of 13 outbound references displayed

verified exact10
verified fuzzy1
unresolved0
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da837de3-a0c4-4832-b185-7d255736afd1 · outbound

This paper cites MMDetection: Open MMLab Detection Toolbox and Benchmark.

Deformba: Vision State Space Model with Adaptive State Fusion MMDetection: Open MMLab Detection Toolbox and Benchmark

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-21T05:03:57.767075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 33150fa3-1114-4acf-aca5-0c8cf9a3df67 · outbound

This paper cites Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality.

Deformba: Vision State Space Model with Adaptive State Fusion Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-21T05:03:57.777946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation db8f3718-5831-497c-937e-f14a2881f749 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Deformba: Vision State Space Model with Adaptive State Fusion Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-21T05:03:57.795415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 90722503-07ea-49bb-91a2-d726f7eb3dfa · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

Deformba: Vision State Space Model with Adaptive State Fusion Efficiently Modeling Long Sequences with Structured State Spaces

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-21T05:03:57.791978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3101ee1e-ccd9-434c-bdb2-f519a364c803 · outbound

This paper cites DAMamba: Vision State Space Model with Dynamic Adaptive Scan.

Deformba: Vision State Space Model with Adaptive State Fusion DAMamba: Vision State Space Model with Dynamic Adaptive Scan

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:03:57.774473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 21f924e8-64f1-450b-98a1-7a4e0013d1ea · outbound

This paper cites BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers.

Deformba: Vision State Space Model with Adaptive State Fusion BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:03:57.771091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 44b369bd-fbfc-45ec-9899-5e1899e68bf0 · outbound

This paper cites Spatial-Mamba: Effective Visual State Space Models via Structure-aware State Fusion.

Deformba: Vision State Space Model with Adaptive State Fusion Spatial-Mamba: Effective Visual State Space Models via Structure-aware State Fusion

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T05:03:57.801570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 07649ba7-6a30-40bc-8e81-58c9171c6190 · outbound

This paper cites GrootVL: Tree Topology is All You Need in State Space Model.

Deformba: Vision State Space Model with Adaptive State Fusion GrootVL: Tree Topology is All You Need in State Space Model

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:03:57.787208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5f5749b7-e935-424b-ac50-6acb5ef63291 · outbound

This paper cites PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition.

Deformba: Vision State Space Model with Adaptive State Fusion PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:03:57.763734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ef395dee-6d11-4791-a4c8-963d962928f3 · outbound

This paper cites MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution.

Deformba: Vision State Space Model with Adaptive State Fusion MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-05-21T05:03:57.798127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bc2f1f02-0851-4d90-a8eb-207b34c09207 · outbound

This paper cites Deformable DETR: Deformable Transformers for End-to-End Object Detection.

Deformba: Vision State Space Model with Adaptive State Fusion Deformable DETR: Deformable Transformers for End-to-End Object Detection

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-21T05:03:57.784269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation caf75034-82a3-4e75-9c3a-0cffcaf600a1 · outbound

This paper cites The encoding function fenc is parameterized by the ResNet backbone, feature pyramid network (FPN), BEV encoder, and temporal fusion modules.

Deformba: Vision State Space Model with Adaptive State Fusion The encoding function fenc is parameterized by the ResNet backbone, feature pyramid network (FPN), BEV encoder, and temporal fusion modules

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T05:03:58.459511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8d324e8e-7a2b-4dd6-8aac-2835ee3efffd · outbound

This paper cites We train the models from scratch using a randomly initialized network for the encoder layers.

Deformba: Vision State Space Model with Adaptive State Fusion We train the models from scratch using a randomly initialized network for the encoder layers

Reference 13

Resolution: malformed identifier; arxiv_id, observed 2026-05-21T05:03:57.780387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation 98127bd2-d2ae-426a-b4b3-d8d4201b5795 · inbound

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution cites this paper.

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution Deformba: Vision State Space Model with Adaptive State Fusion

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-07-01T09:15:44.096461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0eca4682-dffa-4745-8689-c47b13959bdf · inbound

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution cites this paper.

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution Deformba: Vision State Space Model with Adaptive State Fusion

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-07-04T01:39:23.943646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4e2a799f-da75-4421-82a2-8300e91569c1 · inbound

Thinking in Scales: Accelerating Gigapixel Pathology Image Analysis via Adaptive Continuous Reasoning cites this paper.

Thinking in Scales: Accelerating Gigapixel Pathology Image Analysis via Adaptive Continuous Reasoning Deformba: Vision State Space Model with Adaptive State Fusion

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-06-30T18:35:00.611396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 639c705e-ec15-4c8c-b473-5173a3863577 · inbound

Thinking in Scales: Accelerating Gigapixel Pathology Image Analysis via Adaptive Continuous Reasoning cites this paper.

Thinking in Scales: Accelerating Gigapixel Pathology Image Analysis via Adaptive Continuous Reasoning Deformba: Vision State Space Model with Adaptive State Fusion

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T13:43:32.468404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9e9d3f0-025a-4a85-80bb-9aa78db3edf5 · inbound

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression cites this paper.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Deformba: Vision State Space Model with Adaptive State Fusion

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T00:10:52.656093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.