Paper Citation Record · LEDGER

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs

As of 2 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2604.05695.

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

pith.paper-citation-record.v1
2604.05695 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:32:59.381755Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-02T06:30:47.504484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T17:36:40.226297Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

58 of 58 outbound references displayed

verified exact22
verified fuzzy2
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 66318981-a2e5-45aa-bc25-25a17679c3dc · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.666494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 30853ca9-aea7-4aea-a180-702e2514177b · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.669817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 6d5bd2b1-7e5b-4803-a8da-20061baf06e0 · outbound

This paper cites Qwen3-VL Technical Report.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Qwen3-VL Technical Report

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:50:48.888858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 644f24ef-a8d6-4fe7-86c8-6da31c2e1720 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.659081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 91cc38f6-a0d1-4bce-aabd-2110b23da7c7 · outbound

This paper cites Scaling spatial intelligence with multimodal foundation models.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Scaling spatial intelligence with multimodal foundation models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:50:48.884456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 5cc68d3b-8dd2-4cca-a4ab-2e15220391f5 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.679640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation e82a73e7-5a1e-4b19-88af-7a6a67fb8a5a · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.682559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 0a5177bd-8fc4-4a54-8142-bc8a4774122f · outbound

This paper cites Seed-prover 1.5: Mastering undergraduate-level theorem proving via learning from experience.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Seed-prover 1.5: Mastering undergraduate-level theorem proving via learning from experience

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:50:48.915909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation cc787394-2723-45a6-8dee-a9bd4734fca5 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.676499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 534c682e-a541-4b5d-bc4c-74778579ad31 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.673219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 2469db9b-f306-47a2-8db1-f6b03b584a22 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.655468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation f5097085-442e-4815-8d8f-ee3e19623a38 · outbound

This paper cites Grounded 3D-LLM with Referent Tokens.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Grounded 3D-LLM with Referent Tokens

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:50:48.974820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 30ca0524-65c7-46a1-b583-aca4991f893a · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.645102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation fed8266e-2405-4f97-b882-3a38df82f769 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.632243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation fe32a372-b97a-46bf-bc13-a2e3240939d3 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:50:49.026927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 0e36234d-680c-4513-a45d-dde586b4ab17 · outbound

This paper cites Emerging Properties in Unified Multimodal Pretraining.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Emerging Properties in Unified Multimodal Pretraining

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:50:48.930335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 59ef32d2-5eae-40c0-ab84-b4d452b401e4 · outbound

This paper cites VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:50:48.937546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 31f2cec3-2f9d-41a2-869f-bf1cb5c9ab5b · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.635360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 3e75191e-088c-48b3-a319-8b06fff2110e · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.638513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation ef573555-0f07-4f33-bd07-7dcc645e1df2 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.641703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 5a3eb9fb-ecae-43fc-8191-2cff9ab5562d · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.648602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation c7f552e6-716b-44f5-8d6d-65a8acbcdfdf · outbound

This paper cites GPT-4o System Card.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs GPT-4o System Card

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:50:48.922867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation dab00a98-0ed9-4b19-a531-fdc57b51bb10 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.626375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation b3db93d2-a9b7-4f2a-8cd1-5a030c9d50b5 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.613220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 015ab3ee-a928-4dd7-b92c-75855ed31b57 · outbound

This paper cites Viewspatial-bench: Evaluating multi-perspective spatial localization in vision-language models.ArXiv, abs/2505.21500.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Viewspatial-bench: Evaluating multi-perspective spatial localization in vision-language models.ArXiv, abs/2505.21500

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:50:49.051342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation be5c9bec-58bc-42d3-959f-9a614764e842 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.620128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 77ccba08-c341-4fa1-912b-0b7649b8bd5d · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.606383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 0a4086df-0695-4046-a8e1-1e8526b08061 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.602871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 816bb1cc-1dac-45c0-8237-610f66fd6c7e · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.609518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation da233002-e0c7-4c94-8f37-2642aa4455ef · outbound

This paper cites SpaceR: Reinforcing MLLMs in Video Spatial Reasoning.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs SpaceR: Reinforcing MLLMs in Video Spatial Reasoning

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-15T15:18:44.010269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 3aa42566-c480-4cb0-9967-b74cb2da77e2 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.629093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation be164b81-94e3-48fe-859e-8a844c2fc348 · outbound

This paper cites GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T22:50:49.009736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 8fe02336-3db1-4758-a085-416ba8e46eaf · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.616757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 49b3fa5b-bf32-4339-810a-82edf9095234 · outbound

This paper cites Plummer, Ranjay Krishna, Kuo-Hao Zeng, and Kate Saenko.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Plummer, Ranjay Krishna, Kuo-Hao Zeng, and Kate Saenko

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:42:20.652130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation a76bf1db-9a68-499f-9566-02feca32840b · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.599875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 1cc4164b-1e3f-4a86-a106-b1fa997c816f · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.593433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 3481e612-711f-42eb-848d-baa0619a8ab8 · outbound

This paper cites OpenAI GPT-5 System Card.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs OpenAI GPT-5 System Card

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:50:48.996246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation c2d5b840-382b-4604-8aeb-15695fadef0f · outbound

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

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:50:48.978335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 985c8016-476f-4fb4-a663-8f973897a91f · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.586805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation cfc69f21-abb4-4510-b010-1ff9f4a234df · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.576685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation d7d1834e-ac0d-4dcb-930a-1f78be2ffd21 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.622957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 776ad511-3a14-4c5d-bb5a-a4387c9f8dfc · outbound

This paper cites Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:34:37.082411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 56b567cc-26ef-451c-b096-8d89ceeef409 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.573035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 0e5ad9cd-fb63-4f6d-9def-8f0d0dbacdae · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.662642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation a60094e7-a042-419f-aa8a-1ebfe97c9911 · outbound

This paper cites InProceedings of the Computer Vision and Pattern Recognition Conference.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs InProceedings of the Computer Vision and Pattern Recognition Conference

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:42:20.580878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation c724bd33-c4ae-4ebc-ac85-c53966192b82 · outbound

This paper cites Thinking in space: How multimodal large language models see, remember, and recall spaces.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Thinking in space: How multimodal large language models see, remember, and recall spaces

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:50:49.061814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation d1e7f194-bc80-4111-984e-7b3abd24b0c0 · outbound

This paper cites MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-26T02:02:26.295966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 1a4c0f4d-6bef-41da-8d20-016d2e8dd1d6 · outbound

This paper cites Cambrian-S: Towards Spatial Supersensing in Video.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Cambrian-S: Towards Spatial Supersensing in Video

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-18T03:46:05.394343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation e6f2a274-56c4-44b8-9d13-636c1b0958a4 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.583881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 9561b4da-6a50-4415-a526-b983588e6735 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.589604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 4fb48766-c116-4ff5-ba90-e5f6da5eae34 · outbound

This paper cites Long Context Transfer from Language to Vision.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Long Context Transfer from Language to Vision

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:08:36.726593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 503e245c-25b4-4215-a30d-f69112f51695 · outbound

This paper cites LLaVA-Video: Video Instruction Tuning With Synthetic Data.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs LLaVA-Video: Video Instruction Tuning With Synthetic Data

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:50:49.019332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 4b7e9cc1-f72f-483e-8841-3d609290ec10 · outbound

This paper cites arXiv preprint arXiv:2511.23075 , year=.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs arXiv preprint arXiv:2511.23075 , year=

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:50:48.983904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 7b78f985-accf-444a-80ee-b171e031d2eb · outbound

This paper cites Learning from videos for 3d world: Enhancing mllms with 3d vision geometry priors.arXiv preprint arXiv:2505.24625.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Learning from videos for 3d world: Enhancing mllms with 3d vision geometry priors.arXiv preprint arXiv:2505.24625

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:50:49.004346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 9872518b-a943-478f-97a7-102adcb45f38 · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.596749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 120ff443-44e1-4505-a385-887cc5055f4c · outbound

This paper cites an unresolved cited work.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:42:20.569765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 1a794060-2479-4058-8beb-3239324ca2f9 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 57

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:50:49.000302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 092dcfce-e02b-467c-8791-c242ca378be9 · outbound

This paper cites Cvbench: Evaluating cross-video synergies for complex multimodal understanding and reasoning.arXiv preprint arXiv:2508.19542.

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs Cvbench: Evaluating cross-video synergies for complex multimodal understanding and reasoning.arXiv preprint arXiv:2508.19542

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:50:49.030304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Pith citing papers

Observation 7c8625d2-1c23-454a-8341-c2f03b82ebed · inbound

ConsiSpace: Learning Geometric Consistency Matters for Video Spatial Reasoning cites this paper.

ConsiSpace: Learning Geometric Consistency Matters for Video Spatial Reasoning Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T17:36:40.226297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.