Paper Citation Record · LEDGER

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning

As of 12 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2411.10252.

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

pith.paper-citation-record.v1
2411.10252 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:52:34.445566Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

32 of 32 outbound references displayed

verified exact0
verified fuzzy17
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6bab4c03-8d17-4f37-9210-c0c87e688353 · outbound

This paper cites Vqa: Visual question answering.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Vqa: Visual question answering

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.677761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8164ff06-df70-402e-a88e-394ba00bd617 · outbound

This paper cites End-to- end object detection with transformers.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning End-to- end object detection with transformers

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.668781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 497d0734-49e0-43e4-98b1-ea480eb2aa38 · outbound

This paper cites Spatial memory for context reasoning in object detection.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Spatial memory for context reasoning in object detection

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.660024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4c7d22df-37b1-4823-9f10-fb6af8f61c46 · outbound

This paper cites PaLM-E: An Embodied Multimodal Language Model.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning PaLM-E: An Embodied Multimodal Language Model

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.360271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57f6ee1e-1a6e-45f4-8e5b-ed80f5d3c9e8 · outbound

This paper cites Relation networks for object detection.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Relation networks for object detection

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.651356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7d996949-d5e4-4ee2-96a7-865a816aec46 · outbound

This paper cites Dac-detr: Divide the attention layers and conquer.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Dac-detr: Divide the attention layers and conquer

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.643131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2a9169a6-ae50-4225-b18f-51e92addc00a · outbound

This paper cites Hugging face.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Hugging face

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.634427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 748f5a05-3d9d-431a-81fc-ac3f7c2dff51 · outbound

This paper cites Capabilities of Large Language Models in Control Engineering: A Benchmark Study on GPT-4, Claude 3 Opus, and Gemini 1.0 Ultra.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Capabilities of Large Language Models in Control Engineering: A Benchmark Study on GPT-4, Claude 3 Opus, and Gemini 1.0 Ultra

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.374839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16e860df-6a81-4d28-aa0d-6d050ea154ce · outbound

This paper cites YOLOv11: An Overview of the Key Architectural Enhancements.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning YOLOv11: An Overview of the Key Architectural Enhancements

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.378225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c198296-dd7d-45cd-88c7-d7975601b408 · outbound

This paper cites Seed-bench: Bench- marking multimodal large language models.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Seed-bench: Bench- marking multimodal large language models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.381052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22fb73db-7ecb-4055-82cf-01c456cb688d · outbound

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

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.384365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5456ba81-9a04-4517-8dda-7cf406361a37 · outbound

This paper cites Microsoft coco: Common objects in context.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Microsoft coco: Common objects in context

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.387936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd188497-08a5-47c4-92bc-71550d0c102d · outbound

This paper cites Visual Instruction Tuning.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Visual Instruction Tuning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.390932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eba186b5-0727-42b6-9274-7cccfc43bb54 · outbound

This paper cites Cigar: Cross-modality graph reasoning for domain adaptive object detection.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Cigar: Cross-modality graph reasoning for domain adaptive object detection

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.613730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bc87118b-775a-4597-aa73-379630865c19 · outbound

This paper cites Rt-gcn: Gaussian-based spatiotemporal graph convolutional network for robust traffic prediction.In- formation Fusion, 102:102078, 2024.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Rt-gcn: Gaussian-based spatiotemporal graph convolutional network for robust traffic prediction.In- formation Fusion, 102:102078, 2024

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.605679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0e8b8201-ca0b-4297-a91e-492235df3795 · outbound

This paper cites Compositional chain-of-thought prompting for large multimodal models.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Compositional chain-of-thought prompting for large multimodal models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.399174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df02a91d-858c-4a10-898f-251054fe041b · outbound

This paper cites Improving multimodal datasets with image captioning.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Improving multimodal datasets with image captioning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.402350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c40f5f1-9591-4320-aa40-0ad5103418ea · outbound

This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Faster r-cnn: Towards real-time object detection with region proposal networks

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.589887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9a08821b-b50d-4e3e-9799-65fc3ddab5ab · outbound

This paper cites Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.408174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c65c301f-da18-4661-95fa-6e4a9b7e33b4 · outbound

This paper cites Vipergpt: Visual inference via python execution for reasoning.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Vipergpt: Visual inference via python execution for reasoning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.411067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d59b5e0-b21d-4934-aa4d-f180653602f8 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning LLaMA: Open and Efficient Foundation Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.413960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beb84e66-a76a-482a-ab85-60f7be330d96 · outbound

This paper cites Sw-yolox: A yolox-based real-time pedestrian detector with shift window- mixed attention mechanism.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Sw-yolox: A yolox-based real-time pedestrian detector with shift window- mixed attention mechanism

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.573232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f56eda0a-6fef-4042-ae26-7cbf19d71c6b · outbound

This paper cites Robust motor- cycle helmet detection in real-world scenarios: Using co- detr and minority class enhancement.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Robust motor- cycle helmet detection in real-world scenarios: Using co- detr and minority class enhancement

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.565167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c256903f-50eb-447b-8689-ebdac6f56ea5 · outbound

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

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Chain-of-thought prompting elicits reasoning in large lan- guage models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.422536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f29ecd7-33d0-4a94-81a3-511b922490d9 · outbound

This paper cites Spatial-aware graph relation network for large-scale object detection.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Spatial-aware graph relation network for large-scale object detection

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.553104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ba35c89b-9d60-4587-ac8f-b00bf13a94d0 · outbound

This paper cites Dino: Detr with improved denoising anchor boxes for end-to-end object de- tection.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Dino: Detr with improved denoising anchor boxes for end-to-end object de- tection

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.545221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 862dfc8f-5428-4ee9-9e01-39481688e8ba · outbound

This paper cites DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.430716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13e55193-fec1-457e-ab7d-3578acd0cec5 · outbound

This paper cites Ms-detr: Efficient detr training with mixed supervision.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Ms-detr: Efficient detr training with mixed supervision

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.537183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a7856eac-afc3-44f8-9bc2-2cb943cffae9 · outbound

This paper cites Rgrn: Relation-aware graph reasoning network for object de- tection.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Rgrn: Relation-aware graph reasoning network for object de- tection

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.529019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4fdae871-b264-4c8c-b8bb-3cd709c50eb5 · outbound

This paper cites Semantic relation reasoning for shot- stable few-shot object detection.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Semantic relation reasoning for shot- stable few-shot object detection

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.519833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 11a22183-2bb6-4e6e-a4bb-d76a42d65ae9 · outbound

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

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:34.442780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f9c0d52-e485-4146-8a64-2404eadc8adc · outbound

This paper cites An efficient two-state gru based on feature attention mechanism for sen- timent analysis.

Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning An efficient two-state gru based on feature attention mechanism for sen- timent analysis

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:34.510345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.