Paper Citation Record · LEDGER

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation

As of 7 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 2 inbound Pith citation observations for arXiv:2508.04418.

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

pith.paper-citation-record.v1
2508.04418 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:04:56.146973Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-15T11:46:27.666803Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T02:30:53.307817Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy1
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fd77a83e-bb97-43f2-820e-884a4607966f · outbound

This paper cites As illustrated in Fig.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation As illustrated in Fig

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:55.667750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 717edba8-fe5f-417a-83d2-fcbb39f332e9 · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:54.927814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1799826e-a525-4fd0-aae0-1cf4c1300722 · outbound

This paper cites an unresolved cited work.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:56.127079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a1154d3-640b-46c3-98cc-8522f7bac948 · outbound

This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:55.176846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0694ff2d-aa67-4309-8507-6c1940de70ca · outbound

This paper cites The sounding object near the woman.\.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation The sounding object near the woman.\

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:04:56.214941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7c148eff-8eff-4fae-9330-1f746bf7e222 · outbound

This paper cites an unresolved cited work.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:55.786666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1bb7dad-ad44-4846-af8e-4bba9bd63fb2 · outbound

This paper cites Do not alter the given ref in any way.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation Do not alter the given ref in any way

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:55.866270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fa871d7-3381-4180-a848-1531782dd00e · outbound

This paper cites If the object is unique in the scene, a slightly more detailed description than <s object> is sufficient.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation If the object is unique in the scene, a slightly more detailed description than <s object> is sufficient

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:55.973264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cb66cd2-2798-4ceb-bfd9-088a139993d3 · outbound

This paper cites This complex ref must unambiguously and accurately refer to the exact target object uniquely identified by the uid and its associated pixel mask in the video.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation This complex ref must unambiguously and accurately refer to the exact target object uniquely identified by the uid and its associated pixel mask in the video

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:55.995486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8328b310-c150-4cdd-8822-ed06a548b9b7 · outbound

This paper cites Crucially: avoid any simple, direct descrip- tions.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation Crucially: avoid any simple, direct descrip- tions

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:56.073667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b420568-b50a-41eb-8bc6-5019cadf7ef4 · outbound

This paper cites an unresolved cited work.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:56.144069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd931671-1de2-4cd5-80e3-836f0af8c3cf · outbound

This paper cites We observe that the majority of CLIPScore values fall within the range of [0.8, 1], indicating strong se- mantic similarity.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation We observe that the majority of CLIPScore values fall within the range of [0.8, 1], indicating strong se- mantic similarity

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:55.528985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2a8c733-2b73-4fbc-9866-5b07dbf85ef6 · outbound

This paper cites In CVPR, 19108–19118.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation In CVPR, 19108–19118

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:55.057941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53e14b0e-dad7-493c-9f19-f6dbff676719 · outbound

This paper cites Autoregressive Image Generation with Linear Complexity: A Spatial-Aware Decay Perspective.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation Autoregressive Image Generation with Linear Complexity: A Spatial-Aware Decay Perspective

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:55.318883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22662b78-6232-4296-82c8-475b2160c9ad · outbound

This paper cites BEATs: Audio Pre-Training with Acoustic Tokenizers.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:54.793915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation db790159-92c6-45fd-8a6e-7c42173df7ef · inbound

MAR3: Multi-Agent Recognition, Reasoning, and Reflection for Reference Audio-Visual Segmentation cites this paper.

MAR3: Multi-Agent Recognition, Reasoning, and Reflection for Reference Audio-Visual Segmentation Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-15T11:46:27.666803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05a5b4d1-b9a6-45c2-9d6c-d76d1207d3d8 · inbound

PRIMED: Adaptive Modality Suppression for Referring Audio-Visual Segmentation via Biased Competition cites this paper.

PRIMED: Adaptive Modality Suppression for Referring Audio-Visual Segmentation via Biased Competition Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T02:30:53.317282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.