Paper Citation Record · LEDGER

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding

As of 15 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2507.19052.

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

pith.paper-citation-record.v1
2507.19052 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:03:52.084262Z

measured 18 of 18 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 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

18 of 18 outbound references displayed

verified exact2
verified fuzzy7
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6957d73d-edf7-4b3c-b467-783eca82d726 · outbound

This paper cites Neural processing of naturalistic audiovisual events in space and time.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Neural processing of naturalistic audiovisual events in space and time

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:03:52.327401Z

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 f48b8eb1-9c9c-4a19-8acb-21f5e419d666 · outbound

This paper cites Frontal cortex organization supporting audiovisual processing during naturalistic viewing.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Frontal cortex organization supporting audiovisual processing during naturalistic viewing

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:03:52.313576Z

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 15df6c99-f646-475d-af38-12c2b13eec21 · outbound

This paper cites Hosseini, Nancy Kanwisher, Joshua Tenenbaum, and Evelina Fedorenko.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Hosseini, Nancy Kanwisher, Joshua Tenenbaum, and Evelina Fedorenko

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:03:52.296950Z

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 adf2f433-b38e-4ef0-b1a7-1a09db6f7289 · outbound

This paper cites Compression-enabled interpretability of voxelwise encoding models.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Compression-enabled interpretability of voxelwise encoding models

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:03:52.283664Z

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 49474cd1-dcaa-4905-867b-9a7c24d86353 · outbound

This paper cites Joint processing of linguistic properties in brains and language models.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Joint processing of linguistic properties in brains and language models

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:03:52.271507Z

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 b18eb3a4-459c-427e-bc4e-3f513b876362 · outbound

This paper cites Multi-modal brain encoding models for multi-modal stimuli.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Multi-modal brain encoding models for multi-modal stimuli

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:03:52.175567Z

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 5e263a0c-412e-46b1-bc40-a154c35966ab · outbound

This paper cites Alignment of auditory artificial networks with massive individual fmri brain data leads to generalisable improvements in brain encoding and downstream tasks.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Alignment of auditory artificial networks with massive individual fmri brain data leads to generalisable improvements in brain encoding and downstream tasks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:03:52.040424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7e7c85d-1115-41ef-89bb-bc8dced34df1 · outbound

This paper cites Structurally- constrained encoding framework using a multi-voxel reduced-rank latent model for human natural vision.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Structurally- constrained encoding framework using a multi-voxel reduced-rank latent model for human natural vision

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:03:52.250559Z

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 c4f9ba0c-8bec-49f8-bd9b-aa5ffd8dc1df · outbound

This paper cites Scaling up ridge regression for brain encoding in a massive individual fMRI dataset.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Scaling up ridge regression for brain encoding in a massive individual fMRI dataset

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:03:52.157627Z

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 8225e86e-4d3f-48af-856d-3a6ae9decb55 · outbound

This paper cites The Algonauts Project 2025 Challenge: How the Human Brain Makes Sense of Multimodal Movies.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding The Algonauts Project 2025 Challenge: How the Human Brain Makes Sense of Multimodal Movies

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T18:03:52.052048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7706812f-8156-43a6-8e74-84d43b3bfb7f · outbound

This paper cites The courtois neuromod project: quality assessment of the initial data release (2020).

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding The courtois neuromod project: quality assessment of the initial data release (2020)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T18:03:52.056040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ec1bd38-211b-441e-b277-31d97c8d7818 · outbound

This paper cites Local-global parcellation of the human cerebral cortex from intrinsic functional connectivity mri.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Local-global parcellation of the human cerebral cortex from intrinsic functional connectivity mri

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:03:52.059812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6681d689-9b83-4c22-a44d-5ab012bba713 · outbound

This paper cites Expanding language-image pretrained models for general video recognition.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Expanding language-image pretrained models for general video recognition

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:03:52.063740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f48254b-effe-4257-a359-17875ec609a4 · outbound

This paper cites The Kinetics Human Action Video Dataset.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding The Kinetics Human Action Video Dataset

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:03:52.067870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de519136-e1b6-425d-bee7-1b66eebd51d6 · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Robust speech recognition via large-scale weak supervision

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T18:03:52.072049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5a44a1f-e6b0-4b5c-9df5-bbb387de9d8e · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T18:03:52.076104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e0ae81b-7099-41e1-a7c9-3eb908cb352c · outbound

This paper cites Squeeze-and-excitation networks.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Squeeze-and-excitation networks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T18:03:52.080363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6528dee-fb37-4bc8-a3d4-c82bc9ccb538 · outbound

This paper cites Slowfast networks for video recognition.

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding Slowfast networks for video recognition

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:03:52.189995Z

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

No inbound Pith citation observations are available.