Paper Citation Record · LEDGER

DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2504.15176.

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

pith.paper-citation-record.v1
2504.15176 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:20:19.505496Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T02:25:55.843755Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4fd74377-86fe-4943-9df6-7cb5c15606fb · inbound

RealSR-R1: Reinforcement Learning for Real-World Image Super-Resolution with Vision-Language Chain-of-Thought cites this paper.

RealSR-R1: Reinforcement Learning for Real-World Image Super-Resolution with Vision-Language Chain-of-Thought DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-19T08:33:02.047067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1c1915f3-c09b-4849-b363-339011c6d4c7 · inbound

Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation cites this paper.

Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T20:20:19.505496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d906720c-8b73-4ef0-b7dd-243d7ab7b5ef · inbound

From Black Box to Transparency: Enhancing Automated Interpreting Assessment with Explainable AI in College Classrooms cites this paper.

From Black Box to Transparency: Enhancing Automated Interpreting Assessment with Explainable AI in College Classrooms DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:44.003698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 031cd0f2-06fc-4181-ae35-c853a3014169 · inbound

Restore-R1: Efficient Image Restoration Agents via Reinforcement Learning with Multimodal LLM Perceptual Feedback cites this paper.

Restore-R1: Efficient Image Restoration Agents via Reinforcement Learning with Multimodal LLM Perceptual Feedback DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-16T20:58:31.926897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation aa886e55-d170-4142-8a2c-772b1290083b · inbound

Zoom-IQA: Image Quality Assessment with Reliable Region-Aware Reasoning cites this paper.

Zoom-IQA: Image Quality Assessment with Reliable Region-Aware Reasoning DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T12:31:10.900624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24e6f22a-d503-4659-8c8d-7c259df38eee · inbound

Bridging Information Asymmetry: A Hierarchical Framework for Deterministic Blind Face Restoration cites this paper.

Bridging Information Asymmetry: A Hierarchical Framework for Deterministic Blind Face Restoration DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T07:38:50.117589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 351d443c-0248-4abe-a6c2-44e0c3b29502 · inbound

Fusion in Your Way: Aligning Image Fusion with Heterogeneous Demands via Direct Preference Optimization cites this paper.

Fusion in Your Way: Aligning Image Fusion with Heterogeneous Demands via Direct Preference Optimization DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution

Reference 49

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:41:13.457991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ad5a402c-9aaa-462e-bb2b-1a204b96b0e6 · inbound

Selective Timestep Weighting and Advantage-Based Replay for Sample-Efficient Diffusion RLHF cites this paper.

Selective Timestep Weighting and Advantage-Based Replay for Sample-Efficient Diffusion RLHF DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-07-09T02:25:55.845525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.