Paper Citation Record · LEDGER

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation

As of 21 August 2026, this Paper Citation Record lists 87 of 87 outbound references and 2 inbound Pith citation observations for arXiv:2505.02867.

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

pith.paper-citation-record.v1
2505.02867 v1

Coverage vector

measured 87 of 87 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:13:03.252276Z

measured 89 of 89 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:34:35.817428Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T05:53:04.501994Z

Reference resolution

87 of 87 outbound references displayed

verified exact0
verified fuzzy33
unresolved54
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5faed085-23e9-453c-b605-7e492aeabd50 · outbound

This paper cites https://www.anthropic.com/news/ claude-3-5-sonnet/.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation https://www.anthropic.com/news/ claude-3-5-sonnet/

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.880302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a5ad367-8009-4931-a43d-a3e69ff8a335 · outbound

This paper cites https://blog.google/technology/ai/ google-gemini-ai/.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation https://blog.google/technology/ai/ google-gemini-ai/

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.885326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb5ca8f2-8dd3-4a94-bb43-4073cc415c29 · outbound

This paper cites https://openai.com/index/hello-gpt- 4o/.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation https://openai.com/index/hello-gpt- 4o/

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.889547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 366aef2b-7959-4959-856e-7fc21963923d · outbound

This paper cites Pixtral 12B.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Pixtral 12B

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.894731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe5cd3f3-7596-4112-9387-43f56b236733 · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Flamingo: a visual language model for few-shot learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.900011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8be2e3ac-4f7e-4e45-b7ce-4d638d3fe9b5 · outbound

This paper cites OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.904796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b6ba853-7024-40ba-81e2-12b768b6b6c2 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.909344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd4e7132-6a82-464c-a398-5ee011ed3ef9 · outbound

This paper cites Meyer, Yuning Chai, Dennis Park, and Yong Jae Lee.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Meyer, Yuning Chai, Dennis Park, and Yong Jae Lee

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.915247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b4b4e62-19ab-4876-80e7-4edfbc44441e · outbound

This paper cites Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.919724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6cb7f59-cb17-43af-91c3-388b42d2affd · outbound

This paper cites ShareGPT4V: Improving Large Multi-Modal Models with Better Captions.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation ShareGPT4V: Improving Large Multi-Modal Models with Better Captions

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.925632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fad7dea-a49d-45d0-9c08-f67a2ead09db · outbound

This paper cites Sam4mllm: Enhance multi- modal large language model for referring expression seg- mentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Sam4mllm: Enhance multi- modal large language model for referring expression seg- mentation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.929984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f310c33-96e8-49df-88a5-054b3c8be8d4 · outbound

This paper cites Mask grounding for referring image seg- mentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Mask grounding for referring image seg- mentation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.934336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ac8ffc8-f427-40bd-add6-b5b0501f93cb · outbound

This paper cites Abo: Dataset and benchmarks for real-world 3d object understand- ing.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Abo: Dataset and benchmarks for real-world 3d object understand- ing

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:04.168985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 68574412-7f87-4269-ac4f-cc73c38ea098 · outbound

This paper cites Simvg: A simple framework for visual grounding with decoupled multi-modal fusion.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Simvg: A simple framework for visual grounding with decoupled multi-modal fusion

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:04.156606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b7eafe87-069a-418e-b6a3-24993b8470ae · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.947762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5a6b715-4bf8-4d0b-a584-4d16bf4a92e9 · outbound

This paper cites Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.951582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d329c4e-8499-47ec-bf2e-af32e7ea8f72 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.955795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a7c4cb9-8d2b-4592-b1fa-269dd7a64ef8 · outbound

This paper cites Vision-language transformer and query generation for refer- ring segmentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Vision-language transformer and query generation for refer- ring segmentation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.960071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f73e4735-08f1-4b21-b582-fc5228e05b95 · outbound

This paper cites Measuring nominal scale agreement among many raters.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Measuring nominal scale agreement among many raters

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:04.137133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 69adad77-9cab-4945-8ddb-83f404653f9f · outbound

This paper cites LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.967603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 606f8a24-fef6-4c74-8bd3-8f9370d5c51a · outbound

This paper cites Seg- mentation from natural language expressions.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Seg- mentation from natural language expressions

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:04.124885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 24d96f4b-461c-4506-a8b7-5d191837ee35 · outbound

This paper cites Beyond one-to-one: Re- thinking the referring image segmentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Beyond one-to-one: Re- thinking the referring image segmentation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:04.113750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 20e08552-0b6c-4a83-8292-7219ead0d25d · outbound

This paper cites Diffusion Models for Open-Vocabulary Segmentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Diffusion Models for Open-Vocabulary Segmentation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.979935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa9344ca-2954-46b6-a532-e0feb93937d3 · outbound

This paper cites Referitgame: Referring to objects in pho- tographs of natural scenes.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Referitgame: Referring to objects in pho- tographs of natural scenes

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:04.101816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4eb7146e-47aa-4106-8acc-66604cc74af2 · outbound

This paper cites Segment any- thing.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Segment any- thing

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:04.090329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7e86f6ab-ee85-4674-87ac-345d52ef84dc · outbound

This paper cites Lisa: Reasoning segmentation via large language model.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Lisa: Reasoning segmentation via large language model

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:04.078755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 45e648c8-db85-4e00-afb9-fc9027b4afed · outbound

This paper cites Text4Seg: Reimagining Image Segmentation as Text Generation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Text4Seg: Reimagining Image Segmentation as Text Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:02.995802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7a76263-635e-4c67-a090-4b60b30872a9 · outbound

This paper cites MIMIC-IT: Multi-Modal In-Context Instruction Tuning.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation MIMIC-IT: Multi-Modal In-Context Instruction Tuning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.000205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3bf505c-457b-471f-a604-230498348e5e · outbound

This paper cites Otter: A Multi-Modal Model with In-Context Instruction Tuning.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Otter: A Multi-Modal Model with In-Context Instruction Tuning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.004653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbecb0d9-9a4d-412c-92df-3ede19aad836 · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.008467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b309d98-b8e0-4016-ac6c-48c558773070 · outbound

This paper cites Referring transformer: A one-step approach to multi-task visual grounding.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Referring transformer: A one-step approach to multi-task visual grounding

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.012140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9de2ce5-8d14-4f9d-9e71-57c73a05c6a0 · outbound

This paper cites Gres: Gen- eralized referring expression segmentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Gres: Gen- eralized referring expression segmentation

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:04.052142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e75aff2a-3135-44b8-adc2-d8bef5fa75cc · outbound

This paper cites Improved baselines with visual instruction tuning.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Improved baselines with visual instruction tuning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.020389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ed93e33-bd3f-4ecc-b5e7-1db8d46f1ca8 · outbound

This paper cites Llava-next: Im- proved reasoning, ocr, and world knowledge, 2024.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Llava-next: Im- proved reasoning, ocr, and world knowledge, 2024

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.024496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da1e902c-df58-4910-9d5e-ff8f4f998441 · outbound

This paper cites Visual instruction tuning.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Visual instruction tuning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.028272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6604a861-49dd-483d-a225-d621f0983b42 · outbound

This paper cites Poly- former: Referring image segmentation as sequential poly- gon generation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Poly- former: Referring image segmentation as sequential poly- gon generation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:04.021113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6e59718f-5cb3-4106-ad30-7b45af33ba25 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.036518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56814694-4310-4ecf-9830-5db2e5acd342 · outbound

This paper cites Refersam: Unleashing segment anything model for referring image segmentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Refersam: Unleashing segment anything model for referring image segmentation

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:04.008584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a65154b5-3b96-46cc-acbc-0602e5d55a24 · outbound

This paper cites Generation and comprehension of unambiguous object descriptions.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Generation and comprehension of unambiguous object descriptions

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.995881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6ba07208-ba41-49f8-8341-d5cb4ba4431b · outbound

This paper cites Safari: Adaptive s equence tr a ns f ormer for we a kly su- pervised r eferring expression segmentat i on.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Safari: Adaptive s equence tr a ns f ormer for we a kly su- pervised r eferring expression segmentat i on

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.983658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 50be4751-e291-4bd1-a335-d274bbdaf4d7 · outbound

This paper cites Mod- eling context between objects for referring expression under- standing.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Mod- eling context between objects for referring expression under- standing

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.053288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02421131-3e95-4c93-88a4-b5aab587c347 · outbound

This paper cites Kosmos-2: Grounding Multimodal Large Language Models to the World.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Kosmos-2: Grounding Multimodal Large Language Models to the World

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.057631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a77ef161-d392-45ee-aa16-524c4d72f7a3 · outbound

This paper cites Jack of all tasks master of many: Designing general-purpose coarse-to-fine vision- language model.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Jack of all tasks master of many: Designing general-purpose coarse-to-fine vision- language model

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.964219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b3fcbfa2-ed7d-45cd-9777-2963582322c0 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Learning transferable visual models from natural language supervi- sion

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.066618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1c68f1d-368e-4d50-99f8-e8004ea72134 · outbound

This paper cites Glamm: Pixel grounding large multimodal model.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Glamm: Pixel grounding large multimodal model

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.943982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation aa6bcad0-8fb1-4761-9c87-6547ea5760b6 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation SAM 2: Segment Anything in Images and Videos

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.074749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d35674f0-70fe-4d3a-a590-cd003acb6a62 · outbound

This paper cites Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.078616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25e66a2e-f2d7-4f32-956f-1de3a72f4865 · outbound

This paper cites Pixellm: Pixel reasoning with large multimodal model.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Pixellm: Pixel reasoning with large multimodal model

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.932626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 57d2beed-0be9-4eaa-b0d6-c9debd1578b6 · outbound

This paper cites A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.086201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3044e421-792a-4e5a-9cf8-e5de167c36df · outbound

This paper cites Key-word-aware network for referring expression image seg- mentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Key-word-aware network for referring expression image seg- mentation

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.921141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4fac091e-15d6-4cc9-8e16-04b0dd65a0bb · outbound

This paper cites What does clip know about a red circle? vi- sual prompt engineering for vlms.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation What does clip know about a red circle? vi- sual prompt engineering for vlms

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.095661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 715bf89d-3d90-42e8-a143-a1ce2406dbd2 · outbound

This paper cites Clip as rnn: Segment countless visual concepts without training endeavor.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Clip as rnn: Segment countless visual concepts without training endeavor

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.902340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ecc25ac1-87e6-40e3-b567-7500b249dc93 · outbound

This paper cites Vrp-sam: Sam with visual reference prompt.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Vrp-sam: Sam with visual reference prompt

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.890299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d36b1291-f51e-4dd3-b547-ceed6c69a4cf · outbound

This paper cites Text Augmented Spatial-aware Zero-shot Referring Image Segmentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Text Augmented Spatial-aware Zero-shot Referring Image Segmentation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.110101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c67b9ca-af74-4375-a038-2010504ad702 · outbound

This paper cites Visionllm: Large language model is also an open- ended decoder for vision-centric tasks.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Visionllm: Large language model is also an open- ended decoder for vision-centric tasks

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.114840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cba33339-946a-4507-96eb-97db097724f5 · outbound

This paper cites Unveiling parts beyond objects: Towards finer-granularity referring expres- sion segmentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Unveiling parts beyond objects: Towards finer-granularity referring expres- sion segmentation

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.872647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 91378316-c9a2-45c7-8b69-3271a6db9596 · outbound

This paper cites Cris: Clip- driven referring image segmentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Cris: Clip- driven referring image segmentation

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.861045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f86d8a10-e64d-43ea-9a95-5df21d662a86 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large lan- guage models.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Chain-of-thought prompting elicits reasoning in large lan- guage models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.127510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd10d382-138d-4919-893b-e044be659c0f · outbound

This paper cites Linguistic Query-Guided Mask Generation for Referring Image Segmentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Linguistic Query-Guided Mask Generation for Referring Image Segmentation

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.131350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fad851ff-cb10-4144-8c51-b225a25893b2 · outbound

This paper cites Segment every reference object in spatial and temporal spaces.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Segment every reference object in spatial and temporal spaces

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.841506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 77967c65-cf69-41e8-95bc-3d9183b37a6f · outbound

This paper cites Towards robust referring image seg- mentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Towards robust referring image seg- mentation

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.829233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d6493031-f15e-4d6b-89bd-07a727d51fa0 · outbound

This paper cites Visual Prompting in Multimodal Large Language Models: A Survey.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Visual Prompting in Multimodal Large Language Models: A Survey

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.143880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c1bf1d5-da0f-4b8b-9df5-e991bf7de7c8 · outbound

This paper cites See say and segment: Teaching lmms to over- come false premises.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation See say and segment: Teaching lmms to over- come false premises

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.816988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ab1f7b10-2f8a-4031-b017-3f7e2411c76a · outbound

This paper cites Gsva: Generalized segmentation via multimodal large language models.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Gsva: Generalized segmentation via multimodal large language models

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.804896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d5f64165-acb1-4df4-8254-85dd4418081e · outbound

This paper cites Florence-2: Advancing a unified representation for a variety of vision tasks.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Florence-2: Advancing a unified representation for a variety of vision tasks

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.156263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60e76e86-71e4-498f-8dde-c78c9ce9f2bc · outbound

This paper cites Oneref: Unified one-tower expression grounding and segmentation with mask referring modeling.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Oneref: Unified one-tower expression grounding and segmentation with mask referring modeling

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.784479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 74e8e888-a60b-4c96-9e34-dd3d10610035 · outbound

This paper cites Pixel- aligned language model.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Pixel- aligned language model

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.771500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4207f9a5-e042-4533-96ab-33b5cfcdf685 · outbound

This paper cites LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.169164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5679b391-b1db-414d-9fff-81c42a81a35a · outbound

This paper cites Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.173773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4e4af64-c3c5-477c-b052-b5a8a5eb4f7a · outbound

This paper cites Fine-grained visual prompting.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Fine-grained visual prompting

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.758923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c305604a-2622-40a1-94da-d1989da4e372 · outbound

This paper cites Lavt: Language-aware vision transformer for referring image segmentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Lavt: Language-aware vision transformer for referring image segmentation

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.746995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ad41f841-414c-4c45-adad-456c8d368513 · outbound

This paper cites The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision).

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.185714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42096203-7060-42af-b387-8927122711c2 · outbound

This paper cites Cross-modal self-attention network for referring image seg- mentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Cross-modal self-attention network for referring image seg- mentation

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.734976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8d043a65-a67e-48ab-b8ab-9f2abbc7bd17 · outbound

This paper cites mplug-owl2: Revolutionizing multi-modal large language model with modality collaboration.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation mplug-owl2: Revolutionizing multi-modal large language model with modality collaboration

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.193843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86aa3aaf-c892-49bc-a211-8675829167be · outbound

This paper cites Ferret: Refer and Ground Anything Anywhere at Any Granularity.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Ferret: Refer and Ground Anything Anywhere at Any Granularity

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.198129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 692d08b5-dfe6-4d9d-803f-bb470521d135 · outbound

This paper cites Modeling context in referring expres- sions.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Modeling context in referring expres- sions

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.202525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abfb590d-90b0-455a-b5eb-7c123a2f58e4 · outbound

This paper cites Zero- shot referring image segmentation with global-local context features.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Zero- shot referring image segmentation with global-local context features

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.706951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7b8834b4-7f3f-474c-be28-d2ff5a69b208 · outbound

This paper cites Osprey: Pixel un- derstanding with visual instruction tuning.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Osprey: Pixel un- derstanding with visual instruction tuning

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.692554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3b2259c0-761a-4117-b270-ae80d1b8b9c7 · outbound

This paper cites NExT-Chat: An LMM for Chat, Detection and Segmentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation NExT-Chat: An LMM for Chat, Detection and Segmentation

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.214992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50c3f1da-23ba-4f44-a4cb-600a4fa440b9 · outbound

This paper cites GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.219515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7ab5fd4-a47b-44dc-9b09-88ef87b95205 · outbound

This paper cites EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.224984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1c3bbed-f522-4f09-a95f-6f74449b07b3 · outbound

This paper cites Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.230614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b251c4d-7561-46f8-aac9-8e0aa5477555 · outbound

This paper cites Coupalign: Coupling word-pixel with sentence- mask alignments for referring image segmentation.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Coupalign: Coupling word-pixel with sentence- mask alignments for referring image segmentation

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:13:03.679491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4f76de8f-389e-4041-9817-7a538aa97af0 · outbound

This paper cites Fast Segment Anything.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Fast Segment Anything

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.239018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 923d3ab4-dfa2-4524-8598-be59a180219a · outbound

This paper cites TinyLLaVA: A Framework of Small-scale Large Multimodal Models.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation TinyLLaVA: A Framework of Small-scale Large Multimodal Models

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.243448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52919938-b11b-4772-bcd4-223b77cbd5c2 · outbound

This paper cites Extract free dense labels from clip.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Extract free dense labels from clip

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.248137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87011d76-ac01-4ccf-ac33-3afa1b85356b · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-16T04:13:03.252276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 02ca7b66-8a4a-412c-a107-88844dd75ccc · inbound

Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning cites this paper.

Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning RESAnything: Attribute Prompting for Arbitrary Referring Segmentation

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:35.817428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cef8875-6633-4341-81de-8bee780dfef1 · inbound

Vision Harnessing Agent for Open Ad-hoc Segmentation cites this paper.

Vision Harnessing Agent for Open Ad-hoc Segmentation RESAnything: Attribute Prompting for Arbitrary Referring Segmentation

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:53:04.503579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.