Self-Evolving Code-with-Image Reasoning | Paper Citation Record

Observation eb804ded-6966-400d-91c5-bfa46ce9ce40 · outbound

This paper cites Gepa: Reflective prompt evolution can outperform reinforcement learning.

Self-Evolving Code-with-Image Reasoning Gepa: Reflective prompt evolution can outperform reinforcement learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.531205Z

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Observation cb9fbc91-2404-4f7f-8859-7abcfa6c339f · outbound

This paper cites EvoSkill: Automated Skill Discovery for Multi-Agent Systems.

Self-Evolving Code-with-Image Reasoning EvoSkill: Automated Skill Discovery for Multi-Agent Systems

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.092112Z

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Observation 5e372dad-1274-4252-81a2-8624114e18b7 · outbound

This paper cites Are we on the right way for evalu- ating large vision-language models? In A.

Self-Evolving Code-with-Image Reasoning Are we on the right way for evalu- ating large vision-language models? In A

Reference 3

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T14:17:44.516725Z

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Observation c54dce4f-871c-4f4d-bb2f-64f41a76aa28 · outbound

This paper cites an unresolved cited work.

Self-Evolving Code-with-Image Reasoning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:17:44.504256Z

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Observation 00ec7a67-d0ff-4adb-9198-98a5320e11f5 · outbound

This paper cites Teaching large language mod- els to self-debug.

Self-Evolving Code-with-Image Reasoning Teaching large language mod- els to self-debug

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.490770Z

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Observation cb1ad70f-d86b-41e0-8cf9-82be9d0e4bf3 · outbound

This paper cites PAL: Program-aided language models.

Self-Evolving Code-with-Image Reasoning PAL: Program-aided language models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.462512Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ce20e124-d9c5-47cf-9c9f-1ee0ab744209 · outbound

This paper cites Stochastic first-and zeroth-order methods for nonconvex stochas- tic programming.SIAM journal on optimization, 23(4):2341–2368, 2013.

Self-Evolving Code-with-Image Reasoning Stochastic first-and zeroth-order methods for nonconvex stochas- tic programming.SIAM journal on optimization, 23(4):2341–2368, 2013

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.448195Z

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Observation 4177a206-fb80-4592-a49e-0bc923b75cc9 · outbound

This paper cites Do Multimodal Agents Really Benefit from Tool Use? A Systematic Study of Capability Gains.

Self-Evolving Code-with-Image Reasoning Do Multimodal Agents Really Benefit from Tool Use? A Systematic Study of Capability Gains

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:17:43.946346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8c8b5f92-fdff-4005-a872-5d103d563db8 · outbound

This paper cites Beyond seeing: Evaluating multimodal llms on tool-enabled image perception, transformation, and reasoning.arXiv preprint arXiv:2510.12712, 2025.

Self-Evolving Code-with-Image Reasoning Beyond seeing: Evaluating multimodal llms on tool-enabled image perception, transformation, and reasoning.arXiv preprint arXiv:2510.12712, 2025

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.131437Z

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Observation adb14eaa-125c-4693-950b-c0667acd1551 · outbound

This paper cites Thinking with programming vision: Towards a unified view for thinking with images.

Self-Evolving Code-with-Image Reasoning Thinking with programming vision: Towards a unified view for thinking with images

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.431740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fbcf9565-c4a3-4ba2-83ff-69c6613ed55b · outbound

This paper cites Visual programming: Compositional visual reasoning without training.

Self-Evolving Code-with-Image Reasoning Visual programming: Compositional visual reasoning without training

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.143371Z

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Observation 10c5609d-22b8-4d5b-986b-a7eb4b59dda6 · outbound

This paper cites Deepeyesv2: Toward agentic multimodal model.

Self-Evolving Code-with-Image Reasoning Deepeyesv2: Toward agentic multimodal model

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.419429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 005556c8-b39f-4ee7-af4f-89ab6dcd4079 · outbound

This paper cites Codev: Code with images for faithful visual reasoning via tool-aware policy optimization.

Self-Evolving Code-with-Image Reasoning Codev: Code with images for faithful visual reasoning via tool-aware policy optimization

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.405481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 60b2bfa1-9f53-42f1-88b6-aa0e847e490d · outbound

This paper cites Visual sketchpad: Sketching as a visual chain of thought for multimodal language models.

Self-Evolving Code-with-Image Reasoning Visual sketchpad: Sketching as a visual chain of thought for multimodal language models

Reference 14

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T14:17:44.390806Z

Source-reported events for the cited work

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Observation 5ad44e2f-eb9d-402e-9500-1065d71909b1 · outbound

This paper cites XSkill: Continual Learning from Experience and Skills in Multimodal Agents.

Self-Evolving Code-with-Image Reasoning XSkill: Continual Learning from Experience and Skills in Multimodal Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.159231Z

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Observation 7e193ba3-df3e-479e-8b45-7988b01062f3 · outbound

This paper cites Tir-bench: A comprehensive benchmark for agentic thinking- with-images reasoning.arXiv preprint arXiv:2511.01833, 2025.

Self-Evolving Code-with-Image Reasoning Tir-bench: A comprehensive benchmark for agentic thinking- with-images reasoning.arXiv preprint arXiv:2511.01833, 2025

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.163371Z

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Observation 2096e896-ac6a-493a-827b-7425f742b9ad · outbound

This paper cites Microsoft coco: Common objects in context.

Self-Evolving Code-with-Image Reasoning Microsoft coco: Common objects in context

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.377333Z

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Observation a2ef9c4d-600e-417c-9d25-5b239e33db63 · outbound

This paper cites Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts.

Self-Evolving Code-with-Image Reasoning Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.363525Z

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Observation 90018f4b-dfdd-422b-b244-93061654d61e · outbound

This paper cites Fine-tuning language models with just forward passes.

Self-Evolving Code-with-Image Reasoning Fine-tuning language models with just forward passes

Reference 19

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T14:17:44.349371Z

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Observation 238910f6-4f39-4bdd-8bd4-f5d3bfdfbc42 · outbound

This paper cites Random gradient-free minimization of convex functions.

Self-Evolving Code-with-Image Reasoning Random gradient-free minimization of convex functions

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.183221Z

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Observation 460ca7b1-b08e-41fb-962e-82ffa5c3c276 · outbound

This paper cites Hypothesis-Driven Skill Optimization for LLM Agents.

Self-Evolving Code-with-Image Reasoning Hypothesis-Driven Skill Optimization for LLM Agents

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.187423Z

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Observation aaaf91e1-9aa3-4b75-8b5c-988a2999f5dd · outbound

This paper cites SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe.

Self-Evolving Code-with-Image Reasoning SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.192361Z

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Observation c335f895-4566-41e7-b1ac-7ee312e827c3 · outbound

This paper cites Re- flexion: language agents with verbal reinforcement learning.

Self-Evolving Code-with-Image Reasoning Re- flexion: language agents with verbal reinforcement learning

Reference 23

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T14:17:44.325010Z

Source-reported events for the cited work

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Observation aee18a17-fc60-4ebf-a4a5-7ed46c141dee · outbound

This paper cites Codedance: A dynamic tool-integrated mllm for executable visual reasoning.

Self-Evolving Code-with-Image Reasoning Codedance: A dynamic tool-integrated mllm for executable visual reasoning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.310817Z

Source-reported events for the cited work

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Observation e3a54eb9-f9b4-4b30-8393-26572d02fbad · outbound

This paper cites Multivariate stochastic approximation using a simultaneous perturbation gradient approximation.IEEE transactions on automatic control, 37(3):332–341, 1992.

Self-Evolving Code-with-Image Reasoning Multivariate stochastic approximation using a simultaneous perturbation gradient approximation.IEEE transactions on automatic control, 37(3):332–341, 1992

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.205787Z

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Observation 4864384d-3f2c-4081-8c86-99a0c95df017 · outbound

This paper cites Pixel reasoner: Incentiviz- ing pixel space reasoning via curiosity-driven reinforcement learning.

Self-Evolving Code-with-Image Reasoning Pixel reasoner: Incentiviz- ing pixel space reasoning via curiosity-driven reinforcement learning

Reference 26

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T14:17:44.284934Z

Source-reported events for the cited work

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Observation 8f6e8058-6244-420e-838b-dce5401c8b93 · outbound

This paper cites Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers.

Self-Evolving Code-with-Image Reasoning Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.214388Z

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Observation d9d01cd0-326f-4f28-8ae5-4e3da9cc4007 · outbound

This paper cites Agentvista: Evaluating multimodal agents in ultra-challenging realistic visual scenarios.arXiv preprint arXiv:2602.23166, 2026.

Self-Evolving Code-with-Image Reasoning Agentvista: Evaluating multimodal agents in ultra-challenging realistic visual scenarios.arXiv preprint arXiv:2602.23166, 2026

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.219127Z

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Observation 926f8365-3f57-4fb3-bdf2-c22c8221b635 · outbound

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

Self-Evolving Code-with-Image Reasoning Vipergpt: Visual inference via python execution for reasoning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.223279Z

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Observation d53d8012-c3c1-491d-a6f4-b88bf9d8baf1 · outbound

This paper cites V oyager: An open-ended embodied agent with large language mod- els.Transactions on Machine Learning Research, 2024.

Self-Evolving Code-with-Image Reasoning V oyager: An open-ended embodied agent with large language mod- els.Transactions on Machine Learning Research, 2024

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.270997Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7237ccf0-789c-4d98-9ebe-0e1a85900b58 · outbound

This paper cites Divide, conquer and combine: A training-free framework for high-resolution image perception in multimodal large language models.

Self-Evolving Code-with-Image Reasoning Divide, conquer and combine: A training-free framework for high-resolution image perception in multimodal large language models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.257951Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4f7d458b-2ea9-4be4-8b02-3e7b3f7d89f0 · outbound

This paper cites Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence?.

Self-Evolving Code-with-Image Reasoning Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence?

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.235687Z

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Observation 88b3e40f-6f30-4d9c-b0f3-988f9acba779 · outbound

This paper cites V*: Guided visual search as a core mechanism in multimodal llms.

Self-Evolving Code-with-Image Reasoning V*: Guided visual search as a core mechanism in multimodal llms

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.244911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8aaeccab-6175-4463-a89f-479a82ec7e50 · outbound

This paper cites SkillOpt: Executive Strategy for Self-Evolving Agent Skills.

Self-Evolving Code-with-Image Reasoning SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.244618Z

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Observation 1e248345-18de-45c7-bae9-1330980ba440 · outbound

This paper cites Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi.

Self-Evolving Code-with-Image Reasoning Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.231423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5fe1ce45-60e3-4b5d-a25e-ba009eed38bb · outbound

This paper cites Mathverse: Does your multi-modal llm truly see the diagrams in visual math problems? InEuropean Conference on Computer Vision, pages 169–186.

Self-Evolving Code-with-Image Reasoning Mathverse: Does your multi-modal llm truly see the diagrams in visual math problems? InEuropean Conference on Computer Vision, pages 169–186

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.253540Z

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Observation 6421660b-c666-4d49-a401-f73d0d4963b6 · outbound

This paper cites SPyCE: Skill-Policy Co-evolution for Multimodal Agents.

Self-Evolving Code-with-Image Reasoning SPyCE: Skill-Policy Co-evolution for Multimodal Agents

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:17:43.549772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation abc8e9ec-7e20-4197-b9e7-cd8724d8836b · outbound

This paper cites Thyme: Think beyond images.

Self-Evolving Code-with-Image Reasoning Thyme: Think beyond images

Reference 38

Resolution: verified exact; raw_fallback, observed 2026-08-15T14:17:43.530270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 894923ff-d8f5-463d-aa6c-8effd5b3a433 · outbound

This paper cites Expel: Llm agents are experiential learners.

Self-Evolving Code-with-Image Reasoning Expel: Llm agents are experiential learners

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:43.266237Z

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Observation 154e2e52-91cd-4f7e-9488-dad60860468e · outbound

This paper cites Pyvision: Agentic vision with dynamic tooling.

Self-Evolving Code-with-Image Reasoning Pyvision: Agentic vision with dynamic tooling

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.200348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cbdbc97d-57a3-45a8-9c80-0a0d5fad89dd · outbound

This paper cites Pyvision-RL: Forging open agentic vision models via RL.

Self-Evolving Code-with-Image Reasoning Pyvision-RL: Forging open agentic vision models via RL

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.187162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0b779046-eec7-4627-9e6b-48ecadb8788b · outbound

This paper cites Deepeyes: Incentivizing ”thinking with images” via reinforcement learn- ing.

Self-Evolving Code-with-Image Reasoning Deepeyes: Incentivizing ”thinking with images” via reinforcement learn- ing

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.174747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 49c5a19f-5142-4fb7-b3aa-8d4253ce6908 · outbound

This paper cites No skill.

Self-Evolving Code-with-Image Reasoning No skill

Reference 43

Resolution: malformed identifier; no resolver link, observed 2026-08-15T14:17:43.286329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43864139-b5e9-4bdb-ba27-9b7e23e38b4e · outbound

This paper cites replace" name=.

Self-Evolving Code-with-Image Reasoning replace" name=

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.148500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f261870d-ca89-48ee-a806-1d1cf8116eca · outbound

This paper cites Compare, line by line, how your successful and failing attempts compute the same quantity.

Self-Evolving Code-with-Image Reasoning Compare, line by line, how your successful and failing attempts compute the same quantity

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.134591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 90fdd419-1d70-4500-b4e4-4962bc06cf4e · outbound

This paper cites an unresolved cited work.

Self-Evolving Code-with-Image Reasoning Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:17:44.121760Z

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Observation 59c5590a-f4ac-4e3d-88b6-03ff176dd343 · outbound

This paper cites add" name=.

Self-Evolving Code-with-Image Reasoning add" name=

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.109082Z

Source-reported events for the cited work

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Observation 4b3896d8-2c7c-4b06-96e6-56c296a64292 · outbound

This paper cites an unresolved cited work.

Self-Evolving Code-with-Image Reasoning Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:17:44.095503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0a30e229-0742-40b0-acf4-ea0e2befbaa0 · outbound

This paper cites an unresolved cited work.

Self-Evolving Code-with-Image Reasoning Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:17:44.083081Z

Source-reported events for the cited work

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Observation c035269e-0e57-45c6-9c76-5a6bf6d3013b · outbound

This paper cites SIFT is preferred for robustness against scale and rotation changes often present in crops.

Self-Evolving Code-with-Image Reasoning SIFT is preferred for robustness against scale and rotation changes often present in crops

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.069750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6bf890d7-ec81-4995-b88a-abdbdd29fa3d · outbound

This paper cites For SIFT use`NORM_L2`, for ORB use`NORM_HAMMING`.

Self-Evolving Code-with-Image Reasoning For SIFT use`NORM_L2`, for ORB use`NORM_HAMMING`

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.055217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1943678e-ffb3-4ca9-b9fd-42c04c26dc2b · outbound

This paper cites an unresolved cited work.

Self-Evolving Code-with-Image Reasoning Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:17:44.041640Z

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Observation 7627b88f-8abf-4705-bdb0-33a2c2bfe129 · outbound

This paper cites an unresolved cited work.

Self-Evolving Code-with-Image Reasoning Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:17:44.028195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ccf6e92d-baae-413b-97a4-1e42f123ecbe · outbound

This paper cites Ensure at least 4 inliers remain.,→.

Self-Evolving Code-with-Image Reasoning Ensure at least 4 inliers remain.,→

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:44.013896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4d28ba79-c46a-4152-9dcc-4117ad4b3f5f · outbound

This paper cites an unresolved cited work.

Self-Evolving Code-with-Image Reasoning Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:17:43.999861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 74de2089-3ddc-4c3f-8dfc-81b85d4de3ad · outbound

This paper cites Round to nearest integer.,→.

Self-Evolving Code-with-Image Reasoning Round to nearest integer.,→

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:43.985543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 06e075b6-69d4-45be-af6a-2bf688b33108 · outbound

This paper cites Total cases: {len(cases)}.

Self-Evolving Code-with-Image Reasoning Total cases: {len(cases)}

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:43.973237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1e5db7e4-f443-4353-8758-3bc4131033b6 · outbound

This paper cites an unresolved cited work.

Self-Evolving Code-with-Image Reasoning Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:17:44.477537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 88d45a11-13a3-4e74-9602-89747c4a5bb9 · outbound

This paper cites an unresolved cited work.

Self-Evolving Code-with-Image Reasoning Unresolved cited work

Reference 2026

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:17:44.160914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers