Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T02:10:26.580964Z
Paper Citation Record · LEDGER
As of 3 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2604.19234.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T02:10:26.580964Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-02T06:30:47.504484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T02:49:59.335976Z
A source-named dated measurement, never combined with another source.
Source: cited_works
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f0a0a280-6c0c-4974-ad6f-721515175202 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 9bf3cfa0-5f7b-4d8d-964b-381e2f3cae91 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Training Diffusion Models with Reinforcement Learning
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation b096fc77-336c-4e72-b699-6001d22dd502 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation ab56e903-31a9-455c-ac78-58f02ce36694 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 68c10282-e628-412d-99eb-41c584d19105 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 13901bb3-5942-48c5-85e4-82a31b7eacbd · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation MIRO: MultI-Reward cOnditioned pretraining improves T2I quality and efficiency
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 5f0fd16e-56e0-4831-9c48-b58986a44b68 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Optimizing DDPM Sampling with Shortcut Fine-Tuning
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 3d0333d8-496d-46b6-adbb-4a69021f62ef · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 1b9a38ec-4c4a-482b-992f-33a294ee2e56 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 0aa785c4-8f95-4616-8ec8-04faed5c2ab4 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Expand and prune: Maximizing trajectory diversity for effective grpo in generative models
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation cdd64164-dad9-40c6-afdf-cf95cd0a5981 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 43ad5635-4b8c-4a43-a17e-9c8062818ad4 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation a30ed229-b3d8-4003-8dfa-dd0f93bb8096 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation arXiv preprint arXiv:2511.16955 (2025)
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation d78ec221-dcfd-4ee0-9b01-c0051b8ad120 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation TempFlow-GRPO: When Timing Matters for GRPO in Flow Models
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 1649c847-af35-432c-b465-af1b0e80e1db · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation cf20d392-274f-4b49-8139-0bf98c50a0e3 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 60f75dd4-d96a-40c2-a5f2-1d1e3da85580 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation f1fc2e53-5e93-413e-91f3-2d0ae61292db · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 69eeface-4782-4dbc-9496-c568b02d40d6 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 6a6e71f5-5e6f-497d-9144-1e35092a0619 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 90700c28-8da6-4ce7-a47a-60532904e19c · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation f1482365-50cf-48cd-a368-7d3c056db61a · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Rethinking Reward Signals in Video GRPO: When Scores Become Targets
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation c6b548d1-d950-497a-b037-709fe5524ff4 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 819705e4-d26b-40e1-9a31-918f9964dc21 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Flow Matching for Generative Modeling
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 970b7d3c-e3d5-4a91-8517-11e74add62fe · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation f8cce8ba-b5b8-40fa-8e51-893ed467a542 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Improving Video Generation with Human Feedback
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation da3806d5-91c9-46ee-a0c6-af8bb40d99ca · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation dfceabc2-106e-4bbc-b250-e7d94c5e1d42 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Multi-grpo: Multi-group advantage estimation for text-to-image generation with tree-based trajectories and multiple rewards
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation b3393aa9-1821-4815-b2da-6350b3c55237 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation The image as its own reward: Reinforcement learning with adversarial reward for image generation
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation f0b0d507-9839-4f81-9c80-8905fe4093da · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Seeing What Matters: Visual Preference Policy Optimization for Visual Generation
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 168ae426-d686-4273-81d9-7e542bfb21ea · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 4425c495-1191-4636-8793-344bbcaa9326 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Video Diffusion Alignment via Reward Gradients
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation fd47b12f-ecc5-45fa-8ffd-79687de4666e · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 967d05e2-d0b9-4488-bc51-2a4795fa6e7c · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 9afacaee-0cfc-498c-8f53-2bee084784d5 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 35cdce22-327a-4cab-8c9d-f0e0ca8ec07d · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Proximal Policy Optimization Algorithms
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation b8b9b812-b214-4dcd-b2cc-832fc8c68c69 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation cf8e5e4a-4828-49fb-899b-9640ef143588 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Denoising Diffusion Implicit Models
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation f301d44d-7481-4573-9550-0fd858d19c0d · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Score-Based Generative Modeling through Stochastic Differential Equations
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation a6484343-fada-4467-8327-03591847257f · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation arXiv preprint arXiv:2601.21348 , year=
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation fdf1747b-4766-429c-ba4f-dead6fc63bd2 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Wan: Open and Advanced Large-Scale Video Generative Models
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation c3c2439a-ef03-4e35-9c5f-3f3c31f03a33 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 9cf3da90-aef3-4804-ab4f-77be43d41491 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 002eafac-00fb-4dd2-9ca3-acbe2b3062c5 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 6c58b0c9-104d-4ea3-a729-fd43de9cff2b · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation aa2feedf-3034-46fa-a690-5fc526e84233 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation DanceGRPO: Unleashing GRPO on Visual Generation
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 559ae39e-cf6a-47f3-8894-3f3001cb512e · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 6fcae087-5056-4091-9a9b-32e58446d5d6 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation f7e290e4-5a1a-4014-bf87-c003123e8db7 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation book above laptop
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 0fdf3918-162b-4ecb-ba8b-31a980592367 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Manifold-aware exploration for reinforcement learning in video generation
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 45337632-372e-4844-8cde-63fc802ffb04 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation Leveraging Generative Language Models for Weakly Supervised Sentence Component Analysis in Video-Language Joint Learning
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation ba9c8075-dbed-4991-809e-37302f6caab4 · outbound
Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation arXiv preprint arXiv:2510.01982 (2025) 3
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 852eb047-b13c-4ec5-94c3-1989cc655f5f · inbound
Physics-Grounded Fluid Video Generation with a Simulation Dataset and Dual-Stream Optical-Flow Supervision Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.