Paper Citation Record · LEDGER

Compile Scene Graphs with Reinforcement Learning

As of 23 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 10 inbound Pith citation observations for arXiv:2504.13617.

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

pith.paper-citation-record.v1
2504.13617 v4

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:06:54.471687Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:12:18.141347Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:10:08.028362Z

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy30
unresolved13
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 75f36d68-7093-4b19-8eb8-a87f6303b678 · outbound

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

Compile Scene Graphs with Reinforcement Learning End-to-end object detection with transformers

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.267870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d78c6ef4-a49a-4b93-8166-1a1c2c34f1e7 · outbound

This paper cites Knowledge-embedded routing network for scene graph generation.

Compile Scene Graphs with Reinforcement Learning Knowledge-embedded routing network for scene graph generation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.251244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a7017c79-aec9-4ac3-b996-11a41593a4bf · outbound

This paper cites GPT4SGG: Synthesizing Scene Graphs from Holistic and Region-specific Narratives.

Compile Scene Graphs with Reinforcement Learning GPT4SGG: Synthesizing Scene Graphs from Holistic and Region-specific Narratives

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:54.258728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ed0b3c4-69f2-4d5f-8d45-e77ad25e64b8 · outbound

This paper cites Expanding scene graph boundaries: fully open-vocabulary scene graph generation via visual-concept alignment and retention.

Compile Scene Graphs with Reinforcement Learning Expanding scene graph boundaries: fully open-vocabulary scene graph generation via visual-concept alignment and retention

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.234025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 623c62e7-571c-4c5a-8576-ea8f26ee1736 · outbound

This paper cites Reltr: Relation transformer for scene graph generation.

Compile Scene Graphs with Reinforcement Learning Reltr: Relation transformer for scene graph generation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.217043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d98c6cb1-b73d-4f1e-a914-acd96dccad54 · outbound

This paper cites Gemini 2.0 flash.

Compile Scene Graphs with Reinforcement Learning Gemini 2.0 flash

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.199179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d4241a21-ea25-4b3a-a672-3e5eb12a101b · outbound

This paper cites Conceptgraphs: Open-vocabulary 3d scene graphs for perception and planning.

Compile Scene Graphs with Reinforcement Learning Conceptgraphs: Open-vocabulary 3d scene graphs for perception and planning

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.182630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9f01fbdf-bac4-45e8-938c-de4827d7550e · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Compile Scene Graphs with Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:54.286759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b54f979-535c-4560-9005-f00aba6a5644 · outbound

This paper cites GPT-4o System Card.

Compile Scene Graphs with Reinforcement Learning GPT-4o System Card

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:54.291975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68b1b682-ea02-411b-baa0-9ce49251bcd3 · outbound

This paper cites Image retrieval using scene graphs.

Compile Scene Graphs with Reinforcement Learning Image retrieval using scene graphs

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.165888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c71d750a-fbc2-48fc-929e-7581a0449986 · outbound

This paper cites Iterative scene graph generation.

Compile Scene Graphs with Reinforcement Learning Iterative scene graph generation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.147404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2a831f43-b41c-45cc-8564-2f94c881b56f · outbound

This paper cites Llm4sgg: Large language model for weakly supervised scene graph generation.

Compile Scene Graphs with Reinforcement Learning Llm4sgg: Large language model for weakly supervised scene graph generation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.128395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3db48d69-c57b-413a-b2cc-3f6302973899 · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

Compile Scene Graphs with Reinforcement Learning Gonzalez, Hao Zhang, and Ion Stoica

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:54.312737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e083076-4048-4cc4-8522-16e2fb2af782 · outbound

This paper cites Scene graph generation from objects, phrases and region captions.

Compile Scene Graphs with Reinforcement Learning Scene graph generation from objects, phrases and region captions

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.099507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 712cf8be-b978-4c04-9a77-016ad154f5a0 · outbound

This paper cites Sgtr: End-to-end scene graph generation with transformer.

Compile Scene Graphs with Reinforcement Learning Sgtr: End-to-end scene graph generation with transformer

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.082509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fe530ec5-536f-4d3d-8fb3-070d1c4bdbb0 · outbound

This paper cites Integrating object-aware and interaction-aware knowledge for weakly supervised scene graph generation.

Compile Scene Graphs with Reinforcement Learning Integrating object-aware and interaction-aware knowledge for weakly supervised scene graph generation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.064687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b45123d8-f7f8-4195-b61d-31610a3d77a0 · outbound

This paper cites From pixels to graphs: Open-vocabulary scene graph generation with vision-language models.

Compile Scene Graphs with Reinforcement Learning From pixels to graphs: Open-vocabulary scene graph generation with vision-language models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.045180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fcc2270c-d781-4b6f-9a37-fbd2ee761c27 · outbound

This paper cites Microsoft coco: Common objects in context.

Compile Scene Graphs with Reinforcement Learning Microsoft coco: Common objects in context

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.025625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2ef22427-f4e6-4e76-9c28-2e499ab97ff2 · outbound

This paper cites Gps-net: Graph property sensing network for scene graph generation.

Compile Scene Graphs with Reinforcement Learning Gps-net: Graph property sensing network for scene graph generation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:55.009468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cf4faf6d-f225-401e-b582-f6182def377e · outbound

This paper cites Sgt: Scene graph-guided transformer for surgical report generation.

Compile Scene Graphs with Reinforcement Learning Sgt: Scene graph-guided transformer for surgical report generation

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.991765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a26210b6-f825-4602-9dc8-41a1d5f31261 · outbound

This paper cites Improved baselines with visual instruction tuning, 2023.

Compile Scene Graphs with Reinforcement Learning Improved baselines with visual instruction tuning, 2023

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:54.352803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0fbf4af-189a-415f-9c25-5db2d020ba82 · outbound

This paper cites Decoupled weight decay regularization.

Compile Scene Graphs with Reinforcement Learning Decoupled weight decay regularization

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:54.359019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fe7d61f-f843-4870-a0bf-cf853c277d61 · outbound

This paper cites SceneGraphLoc: Cross-Modal Coarse Visual Localization on 3D Scene Graphs.

Compile Scene Graphs with Reinforcement Learning SceneGraphLoc: Cross-Modal Coarse Visual Localization on 3D Scene Graphs

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.953178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f4f1f291-9f39-4ed0-a18b-72abb880d379 · outbound

This paper cites 4d-or: Semantic scene graphs for or domain modeling.

Compile Scene Graphs with Reinforcement Learning 4d-or: Semantic scene graphs for or domain modeling

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.931457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 00ae8dd9-21d4-482d-ad92-1db6edddc0cb · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Compile Scene Graphs with Reinforcement Learning Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:54.375693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6717acf5-a678-4f39-8ebc-a0259dc3eb37 · outbound

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

Compile Scene Graphs with Reinforcement Learning Faster r-cnn: Towards real-time object detection with region proposal networks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:54.382136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ea6a7b8-e8d4-4ae1-9c07-39a7f4763025 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Compile Scene Graphs with Reinforcement Learning Proximal Policy Optimization Algorithms

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:54.387126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3676e499-12fd-4cdb-9724-6169977eac74 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Compile Scene Graphs with Reinforcement Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:54.392526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2cbab7a-d821-464e-8722-b3f7a221fa0c · outbound

This paper cites Learning to compose dynamic tree structures for visual contexts.

Compile Scene Graphs with Reinforcement Learning Learning to compose dynamic tree structures for visual contexts

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.882915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fba7a453-6586-43e2-89b8-bf7eb29d9a64 · outbound

This paper cites Unbiased scene graph generation from biased training.

Compile Scene Graphs with Reinforcement Learning Unbiased scene graph generation from biased training

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.865697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f558d36a-8df1-47ae-889d-f9e688e18a78 · outbound

This paper cites Trl: Transformer reinforcement learning.

Compile Scene Graphs with Reinforcement Learning Trl: Transformer reinforcement learning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:54.407361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50ea3016-a5c9-40b5-961a-39afa7a40024 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Compile Scene Graphs with Reinforcement Learning Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:54.412346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b576ad50-9c1a-4710-b065-d0dc0a07d1e8 · outbound

This paper cites The all-seeing project v2: Towards general relation comprehension of the open world.

Compile Scene Graphs with Reinforcement Learning The all-seeing project v2: Towards general relation comprehension of the open world

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.835018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 74db58a9-18f3-48a5-a91e-03c1938d2d9f · outbound

This paper cites Choy, and Li Fei-Fei.

Compile Scene Graphs with Reinforcement Learning Choy, and Li Fei-Fei

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.817049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f9f60521-a3c2-41e8-8265-78e79b641646 · outbound

This paper cites Llava-spacesgg: Visual instruct tuning for open-vocabulary scene graph generation with enhanced spatial relations.

Compile Scene Graphs with Reinforcement Learning Llava-spacesgg: Visual instruct tuning for open-vocabulary scene graph generation with enhanced spatial relations

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.799177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 429e974d-9685-414c-a510-667f53982bf2 · outbound

This paper cites Panoptic scene graph generation.

Compile Scene Graphs with Reinforcement Learning Panoptic scene graph generation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.781353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7905de34-ad1f-470a-a682-6812ff5bd4e7 · outbound

This paper cites Sg-nav: Online 3d scene graph prompting for llm-based zero-shot object navigation.

Compile Scene Graphs with Reinforcement Learning Sg-nav: Online 3d scene graph prompting for llm-based zero-shot object navigation

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.763532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c31f4d62-c0d8-405b-931d-80132ed5490b · outbound

This paper cites Neural motifs: Scene graph parsing with global context.

Compile Scene Graphs with Reinforcement Learning Neural motifs: Scene graph parsing with global context

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.744448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e3a8d48b-5f7c-43f6-a40f-b1095721425e · outbound

This paper cites Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities?.

Compile Scene Graphs with Reinforcement Learning Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities?

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:54.446130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e1a9954-d6a0-4403-85d4-648c62ca6111 · outbound

This paper cites Learning to generate language-supervised and open-vocabulary scene graph using pre-trained visual-semantic space.

Compile Scene Graphs with Reinforcement Learning Learning to generate language-supervised and open-vocabulary scene graph using pre-trained visual-semantic space

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.725358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b3afcd34-5306-402e-894a-491329fc5254 · outbound

This paper cites Open-vocabulary functional 3d scene graphs for real-world indoor spaces.

Compile Scene Graphs with Reinforcement Learning Open-vocabulary functional 3d scene graphs for real-world indoor spaces

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.706249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c07e40d0-9dff-42b1-b81b-02efc9524092 · outbound

This paper cites Textpsg: Panoptic scene graph generation from textual descriptions.

Compile Scene Graphs with Reinforcement Learning Textpsg: Panoptic scene graph generation from textual descriptions

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.690101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 49d0cc51-d0df-4593-b31d-fa92af93f6f9 · outbound

This paper cites Learning to generate scene graph from natural language supervision.

Compile Scene Graphs with Reinforcement Learning Learning to generate scene graph from natural language supervision

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:06:54.674097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b0903700-da67-4884-bd10-ed1cd9192372 · outbound

This paper cites role": "system.

Compile Scene Graphs with Reinforcement Learning role": "system

Reference 44

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T12:06:54.657426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 4ff2c8e7-fddf-423a-99a6-8eb2c01bbbd3 · inbound

Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models cites this paper.

Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models Compile Scene Graphs with Reinforcement Learning

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcfc2b59-51ec-41ed-b2ca-a510e7d13a85 · inbound

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models cites this paper.

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models Compile Scene Graphs with Reinforcement Learning

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:16.244853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa3c6233-1240-410d-b735-770dffa707f5 · inbound

WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning cites this paper.

WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning Compile Scene Graphs with Reinforcement Learning

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T05:27:05.106433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d77b65c8-098f-4c77-90f0-53a9c4dbb24a · inbound

3D-R1: Enhancing Reasoning in 3D VLMs for Unified Scene Understanding cites this paper.

3D-R1: Enhancing Reasoning in 3D VLMs for Unified Scene Understanding Compile Scene Graphs with Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T10:49:46.852987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 204d6904-3f0c-4a47-b150-6d88ee4dda7f · inbound

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle cites this paper.

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle Compile Scene Graphs with Reinforcement Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T16:07:28.527593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e1f95ee-15d3-4f39-ab9a-a06880eb7999 · inbound

SpatialThinker: Reinforcing Scene Graph-Grounded Spatial Reasoning via Dense Rewards cites this paper.

SpatialThinker: Reinforcing Scene Graph-Grounded Spatial Reasoning via Dense Rewards Compile Scene Graphs with Reinforcement Learning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T23:08:49.130584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a85d152-fe43-48fa-ab4b-ade445dc0f52 · inbound

SenBen: Sensitive Scene Graphs for Explainable Content Moderation cites this paper.

SenBen: Sensitive Scene Graphs for Explainable Content Moderation Compile Scene Graphs with Reinforcement Learning

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:01:01.823622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3d27042d-c771-4e3e-841d-ca07e0e60bb1 · inbound

SenBen: Sensitive Scene Graphs for Explainable Content Moderation cites this paper.

SenBen: Sensitive Scene Graphs for Explainable Content Moderation Compile Scene Graphs with Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T23:42:32.347933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d6ec6b9-ea07-4623-b0e2-32f5633290a9 · inbound

SceneGraphVLM: Dynamic Scene Graph Generation from Video with Vision-Language Models cites this paper.

SceneGraphVLM: Dynamic Scene Graph Generation from Video with Vision-Language Models Compile Scene Graphs with Reinforcement Learning

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:42:58.271106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c9f1ed04-3efb-4c0d-a9c8-210155f569b5 · inbound

OracleAnalyser: Analysing Implicit Semantics of Oracle Bone Scripts through MLLMs with Post-training cites this paper.

OracleAnalyser: Analysing Implicit Semantics of Oracle Bone Scripts through MLLMs with Post-training Compile Scene Graphs with Reinforcement Learning

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:10:08.030470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.