Paper Citation Record · LEDGER

EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback

As of 8 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 2 inbound Pith citation observations for arXiv:2511.19982.

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

pith.paper-citation-record.v1
2511.19982 v3

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T20:26:25.829458Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T23:36:14.824775Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T11:20:02.462037Z

Reference resolution

10 of 10 outbound references displayed

verified exact0
verified fuzzy0
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 850846d9-9026-4a60-a8e7-3c1a37a9c736 · outbound

This paper cites Qwen2.5-VL Technical Report.

EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback Qwen2.5-VL Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T20:26:25.801743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7a5026f-8a17-4052-b937-3837667927ed · outbound

This paper cites Msnet: A deep architecture using multi-sentiment semantics for sentiment-aware image style transfer.

EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback Msnet: A deep architecture using multi-sentiment semantics for sentiment-aware image style transfer

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T20:26:25.826643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66848bd3-083b-46c9-98cd-524d019382d1 · outbound

This paper cites TextGrad: Automatic "Differentiation" via Text.

EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback TextGrad: Automatic "Differentiation" via Text

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T20:26:25.829458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b577433-d126-47e1-8d10-57ba6b2ccec4 · outbound

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

EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 1980

Resolution: unresolved; no resolver link, observed 2026-08-03T20:26:25.823793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 247fafb6-4eec-4d3d-959f-20b8d7d47885 · outbound

This paper cites Learning multi-level deep representations for image emotion classification.Neural processing letters, 51(3):2043–2061,.

EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback Learning multi-level deep representations for image emotion classification.Neural processing letters, 51(3):2043–2061,

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-03T20:26:25.821028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 330bc804-536b-4a54-a027-872ee7cc485c · outbound

This paper cites Flow-GRPO: Training Flow Matching Models via Online RL.

EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback Flow-GRPO: Training Flow Matching Models via Online RL

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T20:26:25.817729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f568291-9278-4784-aff5-439bf2289fef · outbound

This paper cites Emoticrafter: Text-to- emotional-image generation based on valence-arousal model.arXiv preprint arXiv:2501.05710,.

EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback Emoticrafter: Text-to- emotional-image generation based on valence-arousal model.arXiv preprint arXiv:2501.05710,

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T20:26:25.805502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27743bc2-fa3e-4c8e-9dc7-fa65b5fa64e5 · outbound

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

EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T20:26:25.808302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f6bd7f3-9aea-4cae-a0e1-a6bfa50a62bd · outbound

This paper cites Q-Insight: Understanding Image Quality via Visual Reinforcement Learning.

EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback Q-Insight: Understanding Image Quality via Visual Reinforcement Learning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T20:26:25.814260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b6ca1ec-9f22-4ced-bb8a-2ffad9a7bfb2 · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T20:26:25.811338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 91984d5a-46c6-4ec2-b639-27e80c862ed4 · inbound

CogBlender: Towards Continuous Cognitive Intervention in Text-to-Image Generation cites this paper.

CogBlender: Towards Continuous Cognitive Intervention in Text-to-Image Generation EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-31T02:03:06.920791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 817ecc11-9950-48b3-b59d-59c7a2de6c8b · inbound

What Can I Edit? Open-Ended Strategy Discovery and the Emotion Editability Landscape cites this paper.

What Can I Edit? Open-Ended Strategy Discovery and the Emotion Editability Landscape EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T23:36:14.824775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.