Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-17T02:06:35.864921Z
Paper Citation Record · LEDGER
SAM3-I: Segment Anything with Instructions
As of 19 July 2026, this Paper Citation Record lists 21 of 21 outbound references and 5 inbound Pith citation observations for arXiv:2512.04585.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-19T06:30:13.599613+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T22:34:00.442420Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-02T03:46:32.419163Z
Reference resolution
21 of 21 outbound references displayed
- verified exact2
- verified fuzzy19
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3f6a00a5-566b-4481-bf30-9f350e0fc805 · outbound
This paper cites Qwen3-VL Technical Report.
SAM3-I: Segment Anything with Instructions Qwen3-VL Technical Report
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T02:08:51.399219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 922bff0a-3044-4e80-b812-fe26fc5b2bef · outbound
This paper cites Perception encoder: The best visual embeddings are not at the output of the net- work.Neural Information Processing Systems.
SAM3-I: Segment Anything with Instructions Perception encoder: The best visual embeddings are not at the output of the net- work.Neural Information Processing Systems
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:52.017265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 78513a55-c14a-4302-95ec-dbfebe3777ca · outbound
This paper cites SAM 3: Segment Anything with Concepts.
SAM3-I: Segment Anything with Instructions SAM 3: Segment Anything with Concepts
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T02:08:51.402283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 11ec8af5-68a9-4b02-96dc-397660c57c20 · outbound
This paper cites Adamv-moe: Adaptive multi-task vision mixture-of- experts.
SAM3-I: Segment Anything with Instructions Adamv-moe: Adaptive multi-task vision mixture-of- experts
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:52.014764Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 26012816-f95a-4822-b545-40474435c608 · outbound
This paper cites an unresolved cited work.
SAM3-I: Segment Anything with Instructions Unresolved cited work
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:51.979512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 05393c3c-0905-415c-b1d9-f8afa4b109cf · outbound
This paper cites Seg- mentation from natural language expressions.
SAM3-I: Segment Anything with Instructions Seg- mentation from natural language expressions
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:52.012500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 877cd129-5703-455d-b6ab-fce156f2820e · outbound
This paper cites Segment anything is not always perfect: An investi- gation of sam on different real-world applications.Machine Intelligence Research, 21(4):617–630.
SAM3-I: Segment Anything with Instructions Segment anything is not always perfect: An investi- gation of sam on different real-world applications.Machine Intelligence Research, 21(4):617–630
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:52.010002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 4a5b78e5-861d-47bc-a705-256b508c83b2 · outbound
This paper cites Semanticrt: A large-scale dataset and method for robust semantic segmentation in multispectral images.
SAM3-I: Segment Anything with Instructions Semanticrt: A large-scale dataset and method for robust semantic segmentation in multispectral images
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:52.007919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 33fb60a9-96f1-4864-97dd-4e9d2ffc0053 · outbound
This paper cites Segment any- thing.
SAM3-I: Segment Anything with Instructions Segment any- thing
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:51.977413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 143f9d58-56e3-4d41-9ec4-5c8aaabd9dcb · outbound
This paper cites Novel method of seman- tic segmentation applicable to augmented reality.Sensors, 20(6):1737.
SAM3-I: Segment Anything with Instructions Novel method of seman- tic segmentation applicable to augmented reality.Sensors, 20(6):1737
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:52.005483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation f349f418-2663-4572-9b75-cb922a8c0e9a · outbound
This paper cites Lisa: Reasoning segmentation via large language model.
SAM3-I: Segment Anything with Instructions Lisa: Reasoning segmentation via large language model
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:52.003083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 7854edfc-c015-4e07-b62e-23d622598a6b · outbound
This paper cites Key technologies of machine vision for weeding robots: A review and benchmark.Computers and Electron- ics in Agriculture, 196:106880.
SAM3-I: Segment Anything with Instructions Key technologies of machine vision for weeding robots: A review and benchmark.Computers and Electron- ics in Agriculture, 196:106880
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:52.000676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 81ed4a2e-63b5-4fc8-acdc-62c96554b9bb · outbound
This paper cites Divergence measures based on the shannon en- tropy.IEEE Transactions on Information Theory, 37(1):145– 151.
SAM3-I: Segment Anything with Instructions Divergence measures based on the shannon en- tropy.IEEE Transactions on Information Theory, 37(1):145– 151
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:52.019469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 98900e2e-75b3-44c8-b9c3-936d3dc6995b · outbound
This paper cites Fully convolutional networks for semantic segmentation.
SAM3-I: Segment Anything with Instructions Fully convolutional networks for semantic segmentation
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:51.981527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 89df4196-50ae-48f4-95cd-4c5be2c86831 · outbound
This paper cites Mixture of ex- perts: a literature survey.Artificial Intelligence Review, 42(2):275–293.
SAM3-I: Segment Anything with Instructions Mixture of ex- perts: a literature survey.Artificial Intelligence Review, 42(2):275–293
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:51.998346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 58fcef6c-6430-4494-87db-85761b8e2ae8 · outbound
This paper cites Sam-lad: Seg- ment anything model meets zero-shot logic anomaly detec- tion.Knowledge-Based Systems, 314:113176.
SAM3-I: Segment Anything with Instructions Sam-lad: Seg- ment anything model meets zero-shot logic anomaly detec- tion.Knowledge-Based Systems, 314:113176
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:51.995794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 24ec3d0f-fc66-4429-9e46-1cb12a21c9f4 · outbound
This paper cites Verifiably following complex robot instructions with foundation models.
SAM3-I: Segment Anything with Instructions Verifiably following complex robot instructions with foundation models
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:51.993293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 2e8b60c6-6f1b-42cd-8847-8f13ef9e9bc1 · outbound
This paper cites Paco: Parts and attributes of common objects.
SAM3-I: Segment Anything with Instructions Paco: Parts and attributes of common objects
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:51.990904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 480ef498-751c-45a8-a5d5-30a5d57fb721 · outbound
This paper cites Sam 2: Seg- ment anything in images and videos.International Confer- ence on Learning Representations.
SAM3-I: Segment Anything with Instructions Sam 2: Seg- ment anything in images and videos.International Confer- ence on Learning Representations
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:51.988715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation d74034fc-a0da-4ffc-af98-808fb4b0e424 · outbound
This paper cites Augmented reality model in supporting instruction process: a critical review.
SAM3-I: Segment Anything with Instructions Augmented reality model in supporting instruction process: a critical review
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:51.986221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 64e7e927-c9d9-48d8-9a09-f3bde51353a6 · outbound
This paper cites Medical sam adapter: Adapting segment anything model for medical im- age segmentation.Medical Image Analysis, 102:103547.
SAM3-I: Segment Anything with Instructions Medical sam adapter: Adapting segment anything model for medical im- age segmentation.Medical Image Analysis, 102:103547
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T02:08:51.984106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Pith citing papers
Observation 6c6509a4-da08-4095-8c3b-511fed376c6f · inbound
LumiVideo: An Intelligent Agentic System for Video Color Grading cites this paper.
LumiVideo: An Intelligent Agentic System for Video Color Grading SAM3-I: Segment Anything with Instructions
Reference 9
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-13T21:38:18.742480Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation e83077f9-88cc-4847-811e-566f560fe751 · inbound
Tarot-SAM3: Training-free SAM3 for Any Referring Expression Segmentation cites this paper.
Tarot-SAM3: Training-free SAM3 for Any Referring Expression Segmentation SAM3-I: Segment Anything with Instructions
Reference 18
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T05:21:00.978383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation a79d6b77-983f-4e0a-9399-3ea3c83fb912 · inbound
InstructSAM: Segment Any Instance with Any Instructions cites this paper.
InstructSAM: Segment Any Instance with Any Instructions SAM3-I: Segment Anything with Instructions
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T22:44:02.051592Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation dc485968-5f2b-4399-bfe0-883d5f3e84d3 · inbound
Explainable Forensics of Manipulated Segments in Untrimmed Long Videos cites this paper.
Explainable Forensics of Manipulated Segments in Untrimmed Long Videos SAM3-I: Segment Anything with Instructions
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T22:56:20.972035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.
Observation 86bde7ea-c99b-414c-8e40-945a87cd5c8f · inbound
Affordance2Action: Task-Conditioned Scene-level Affordance Grounding for Real-Time Manipulation cites this paper.
Affordance2Action: Task-Conditioned Scene-level Affordance Grounding for Real-Time Manipulation SAM3-I: Segment Anything with Instructions
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T03:46:32.420497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-19T06:30:13.599613+00:00.