Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:01:13.530496Z
Paper Citation Record · LEDGER
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow
As of 19 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2508.06033.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
24 of 24 outbound references displayed
- verified exact3
- verified fuzzy8
- unresolved12
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation cfb5354e-c12b-4c55-94f0-7f62322cafe9 · outbound
This paper cites Strategic Reasoning with Language Models.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow Strategic Reasoning with Language Models
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:01:12.301813Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e5074be-22d6-4b5e-ab8f-c71c5202bea1 · outbound
This paper cites JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:01:12.517727Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8ad9e9a-ae85-47ed-bab3-553eaa2bd44a · outbound
This paper cites opening” (e.g., for Protoss, “Oracle opening,.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow opening” (e.g., for Protoss, “Oracle opening,
Reference 7
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-05T23:01:15.473073Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d2954fff-0590-45ca-a794-e5d54c808aae · outbound
This paper cites CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:01:12.696588Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 438a3f5e-06e6-4c06-8ea2-f093aa578bb0 · outbound
This paper cites Swarmbrain: Embodied agent for real- time strategy game starcraft ii via large language models.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow Swarmbrain: Embodied agent for real- time strategy game starcraft ii via large language models
Reference 9
- Resolution
- verified exact
- raw_fallback, observed 2026-08-05T23:01:13.973076Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cf6444ba-e0ae-41e2-9cc9-151a639aefc1 · outbound
This paper cites Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:01:12.888360Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50894b87-102b-4156-a91b-aacec20ffe62 · outbound
This paper cites ILBiT: Imitation Learning for Robot Using Position and Torque Information based on Bilateral Control with Transformer.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow ILBiT: Imitation Learning for Robot Using Position and Torque Information based on Bilateral Control with Transformer
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T23:01:13.762730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dfb62fc1-0191-4ac1-82d2-b33c2d9da5c7 · outbound
This paper cites RoboCopilot: Human-in-the-loop Interactive Imitation Learning for Robot Manipulation.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow RoboCopilot: Human-in-the-loop Interactive Imitation Learning for Robot Manipulation
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:01:12.963333Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c554415-8716-418c-a3bb-3e7256a8c7ed · outbound
This paper cites Qwen3 Technical Report.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow Qwen3 Technical Report
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:01:13.080099Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e7552fe-9ec1-4779-9add-e152652ee752 · outbound
This paper cites Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:01:13.122644Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd942667-ef3b-42f8-bdb7-7a61fa77df2b · outbound
This paper cites (2024), as shown in Tab.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow (2024), as shown in Tab
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:01:15.302048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1e6d7002-f440-487a-b6b2-9d180b86b33d · outbound
This paper cites We present results for Win rates (%), APU, RUR, PBR, and TR against Computers on Harder Level (Lv.5).
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow We present results for Win rates (%), APU, RUR, PBR, and TR against Computers on Harder Level (Lv.5)
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:01:15.053942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1637bee0-f9a6-41d9-9996-82d84851d5fc · outbound
This paper cites We believe this is because all models are trained on the same imitation learning data we collected, which minimizes performance gaps between them.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow We believe this is because all models are trained on the same imitation learning data we collected, which minimizes performance gaps between them
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:01:14.631253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 673cd361-2c1b-441b-b4b9-36c8c03a7fe3 · outbound
This paper cites Among the open-source models, larger variants ( e.g., Qwen-2.5 72B) perform well, closely approaching the performance of certain closed-source models (e.g., GPT-4o-mini and Claude).
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow Among the open-source models, larger variants ( e.g., Qwen-2.5 72B) perform well, closely approaching the performance of certain closed-source models (e.g., GPT-4o-mini and Claude)
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:01:14.358898Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 810754a3-6098-462a-ae59-fd5e740e4aeb · outbound
This paper cites Figure 11: System prompt for the Protoss race.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow Figure 11: System prompt for the Protoss race
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:01:14.160294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 60ee8e0a-8605-4873-970d-0ff7c4edf867 · outbound
This paper cites PaLM-E: An Embodied Multimodal Language Model.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow PaLM-E: An Embodied Multimodal Language Model
Reference 1971
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:01:12.255345Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f89f5bc-fcba-46b1-b1e9-f002a943cdcf · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow LLaMA: Open and Efficient Foundation Language Models
Reference 2018
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:01:12.840928Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04710006-8c75-4570-9270-3e7aed33f88b · outbound
This paper cites Players choose from one of three race: Terrans (humans), Protoss (technologically advanced aliens), or Zerg (rapidly evolving lifeforms).
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow Players choose from one of three race: Terrans (humans), Protoss (technologically advanced aliens), or Zerg (rapidly evolving lifeforms)
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:01:15.580227Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 67aa3919-2bd9-48e4-abe6-c69fd73ffdb7 · outbound
This paper cites Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning
Reference 2020
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T23:01:14.094587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 40b95cf9-2f7f-486f-840c-a59b170a3400 · outbound
This paper cites society of mind.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow society of mind
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:01:14.845964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6522dc04-ecc3-466f-8d5d-29d084975fee · outbound
This paper cites The arcade learning environment: An evaluation platform for general agents.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow The arcade learning environment: An evaluation platform for general agents
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:01:15.710279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8e35ae61-48f3-4bda-a3ec-be64a044ae68 · outbound
This paper cites PokeLLMon: A Human-Parity Agent for Pokemon Battles with Large Language Models.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow PokeLLMon: A Human-Parity Agent for Pokemon Battles with Large Language Models
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:01:12.409742Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcaa5ec3-1b64-4a15-92d1-eb912243269c · outbound
This paper cites an unresolved cited work.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow Unresolved cited work
Reference 2024
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:01:15.640835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c55c15e6-7286-49a4-a6e2-37453ec99ba7 · outbound
This paper cites Qwen2 Technical Report.
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow Qwen2 Technical Report
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:01:13.005701Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.