Paper Citation Record · LEDGER

Aligning Text-to-Image Diffusion Models with Reward Backpropagation

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 43 inbound Pith citation observations for arXiv:2310.03739.

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

pith.paper-citation-record.v1
2310.03739 v5

Coverage vector

measured 0 of 0 reference resolution

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measured 43 of 43 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 43 of 43 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:37:03.307786Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:59:58.107705Z

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Outbound references

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Pith citing papers

Observation 362d5f10-9edc-4426-ab6d-712020a60900 · inbound

Improving Video Generation with Human Feedback cites this paper.

Improving Video Generation with Human Feedback Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-13T15:30:02.776052Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2f3eefa8-09b3-454a-b908-aa55c5d285ce · inbound

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

Flow-GRPO: Training Flow Matching Models via Online RL Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:45:16.889213Z

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Observation a94bb423-231c-4428-a409-657d08cdb7bf · inbound

Sample and Computationally Efficient Continuous-Time Reinforcement Learning with General Function Approximation cites this paper.

Sample and Computationally Efficient Continuous-Time Reinforcement Learning with General Function Approximation Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:03.307786Z

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Observation d56fca1a-9741-4051-9fe7-488528d479cf · inbound

$I^2G$: Generating Instructional Illustrations via Text-Conditioned Diffusion cites this paper.

$I^2G$: Generating Instructional Illustrations via Text-Conditioned Diffusion Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:40.138551Z

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Observation 33d88b77-13f3-4f3f-b26c-4b3a257eee9c · inbound

Alignment and Safety of Diffusion Models via Reinforcement Learning and Reward Modeling: A Survey cites this paper.

Alignment and Safety of Diffusion Models via Reinforcement Learning and Reward Modeling: A Survey Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T02:30:56.253451Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9bae9673-95ce-45d3-b8cc-9c491ca3ae17 · inbound

DiffusionReward: Enhancing Blind Face Restoration through Reward Feedback Learning cites this paper.

DiffusionReward: Enhancing Blind Face Restoration through Reward Feedback Learning Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:43:12.628795Z

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Observation 965d89f6-03d8-410a-be39-57d56b62377d · inbound

ImageReFL: Balancing Quality and Diversity in Human-Aligned Diffusion Models cites this paper.

ImageReFL: Balancing Quality and Diversity in Human-Aligned Diffusion Models Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:09:40.872626Z

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Observation 5f86de4e-66d1-438e-89c0-1431fd1b70c6 · inbound

Rhetorical Text-to-Image Generation via Two-layer Diffusion Policy Optimization cites this paper.

Rhetorical Text-to-Image Generation via Two-layer Diffusion Policy Optimization Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:53.458718Z

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Observation a11844ff-4d5b-4363-9403-43d511a4badf · inbound

Local Manifold Approximation and Projection for Manifold-Aware Diffusion Planning cites this paper.

Local Manifold Approximation and Projection for Manifold-Aware Diffusion Planning Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T12:03:34.513509Z

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Observation b9966f4a-cca6-4203-8db1-7c4ffaa55f5c · inbound

Enhancing Diffusion-based Unrestricted Adversarial Attacks via Adversary Preferences Alignment cites this paper.

Enhancing Diffusion-based Unrestricted Adversarial Attacks via Adversary Preferences Alignment Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:49.716814Z

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Observation 78489e33-44c9-44ff-984f-fcd44c666a83 · inbound

Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences cites this paper.

Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:57.915179Z

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Observation b9bc263d-8b48-4040-a745-e44fbab45408 · inbound

Text2Stereo: Repurposing Stable Diffusion for Stereo Generation with Consistency Rewards cites this paper.

Text2Stereo: Repurposing Stable Diffusion for Stereo Generation with Consistency Rewards Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:26:13.814256Z

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Observation af975965-de9c-40e7-a545-2b1d53270c33 · inbound

AssetDropper: Asset Extraction via Diffusion Models with Reward-Driven Optimization cites this paper.

AssetDropper: Asset Extraction via Diffusion Models with Reward-Driven Optimization Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:01.173594Z

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Observation 69f41c5d-b01e-42e8-8ab7-65d145619497 · inbound

Diffusion Tree Sampling: Scalable inference-time alignment of diffusion models cites this paper.

Diffusion Tree Sampling: Scalable inference-time alignment of diffusion models Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T22:59:48.062413Z

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Observation 7e5c2d48-2831-46f9-941b-078d87e9a147 · inbound

ShortFT: Diffusion Model Alignment via Shortcut-based Fine-Tuning cites this paper.

ShortFT: Diffusion Model Alignment via Shortcut-based Fine-Tuning Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T11:32:42.332939Z

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Observation 7eafbac7-e96f-4597-a05f-a19098fdf3e5 · inbound

Instant Preference Alignment for Text-to-Image Diffusion Models cites this paper.

Instant Preference Alignment for Text-to-Image Diffusion Models Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T16:51:04.752840Z

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Observation c2ced703-8af2-4cf7-afb6-d9e3a0805fd0 · inbound

A novel method and dataset for depth-guided image deblurring from smartphone Lidar cites this paper.

A novel method and dataset for depth-guided image deblurring from smartphone Lidar Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T19:29:20.881918Z

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Observation 63ae9124-ad20-4edb-9b33-ba687af16ae7 · inbound

Test-Time Alignment of Text-to-Image Diffusion Models via Null-Text Embedding Optimisation cites this paper.

Test-Time Alignment of Text-to-Image Diffusion Models via Null-Text Embedding Optimisation Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T20:11:26.841597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c13a0ffe-dbf4-4a85-83bb-4affe53f23ca · inbound

PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards cites this paper.

PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:29.411384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 39f8bac2-0db3-4499-bfcd-fa1625189ded · inbound

Direct Diffusion Score Preference Optimization via Stepwise Contrastive Policy-Pair Supervision cites this paper.

Direct Diffusion Score Preference Optimization via Stepwise Contrastive Policy-Pair Supervision Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T13:45:02.856954Z

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Observation a52b2a05-751a-4ddf-9a94-ef46be016991 · inbound

Dichotomous Diffusion Policy Optimization cites this paper.

Dichotomous Diffusion Policy Optimization Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T13:18:30.948259Z

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Observation 422a6027-3b26-41b9-9977-77aba6521aa4 · inbound

Beyond VLM-Based Rewards: Diffusion-Native Latent Reward Modeling cites this paper.

Beyond VLM-Based Rewards: Diffusion-Native Latent Reward Modeling Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-25T06:45:26.127945Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d670fcd0-d0c0-4d5c-b6a1-0bbdc21f5e8e · inbound

Personalizing Text-to-Image Generation to Individual Taste cites this paper.

Personalizing Text-to-Image Generation to Individual Taste Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:30:56.087342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e6404207-6dd9-4711-92b5-a3955bcc7b52 · inbound

Adjoint Matching through the Lens of the Stochastic Maximum Principle in Optimal Control cites this paper.

Adjoint Matching through the Lens of the Stochastic Maximum Principle in Optimal Control Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-14T22:28:04.684338Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1f61d26d-0033-46d0-9a79-5bc2c92bcb54 · inbound

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling cites this paper.

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:16:29.010694Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bf842ae3-dd78-4859-baf6-f1178e2ebf38 · inbound

Reinforce Adjoint Matching: Scaling RL Post-Training of Diffusion and Flow-Matching Models cites this paper.

Reinforce Adjoint Matching: Scaling RL Post-Training of Diffusion and Flow-Matching Models Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:06:24.184520Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6aa237e1-1ed0-4fe4-8de3-fdec4dd2e3e9 · inbound

Reinforce Adjoint Matching: Scaling RL Post-Training of Diffusion and Flow-Matching Models cites this paper.

Reinforce Adjoint Matching: Scaling RL Post-Training of Diffusion and Flow-Matching Models Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:29:09.789238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 40998a79-1f4e-4daa-8f98-6d2cc97bd482 · inbound

Efficient Adjoint Matching for Fine-tuning Diffusion Models cites this paper.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:52:04.840735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2b95bb4d-9932-4a6c-a7c1-f29b72a022f2 · inbound

Efficient Adjoint Matching for Fine-tuning Diffusion Models cites this paper.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:09:07.033037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 998adf9c-7bc3-406d-abe3-4598238b86b9 · inbound

RankE: End-to-End Post-Training for Discrete Text-to-Image Generation with Decoder Co-Evolution cites this paper.

RankE: End-to-End Post-Training for Discrete Text-to-Image Generation with Decoder Co-Evolution Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:49:40.925892Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a64017b0-2a58-48de-a8bd-7b78e7f43515 · inbound

AdvantageFlow: Advantage-Weighted Least Squares for RL in Flow Models cites this paper.

AdvantageFlow: Advantage-Weighted Least Squares for RL in Flow Models Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:54:01.604475Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ffc60efa-7beb-4ae4-8fa5-2f30ecc55940 · inbound

Parallel Tempering Initial Sampling in Inference-Time Reward Alignment cites this paper.

Parallel Tempering Initial Sampling in Inference-Time Reward Alignment Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:32:47.406224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4a3d2124-8a1e-4e63-8e46-44d4eb9e3415 · inbound

Plug-and-Play Guidance for Discrete Diffusion Models via Gradient-Informed Logit Correction cites this paper.

Plug-and-Play Guidance for Discrete Diffusion Models via Gradient-Informed Logit Correction Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:16:56.665095Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e574da2a-b11b-4f6a-94ec-28853fa3a82d · inbound

Plug-and-Play Guidance for Discrete Diffusion Models via Gradient-Informed Logit Correction cites this paper.

Plug-and-Play Guidance for Discrete Diffusion Models via Gradient-Informed Logit Correction Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T04:56:02.912541Z

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Observation bee45504-be20-4751-9c8b-0cc27344fd67 · inbound

STAR: SpatioTemporal Adaptive Reward Allocation for Text-to-Image RL Post-Training cites this paper.

STAR: SpatioTemporal Adaptive Reward Allocation for Text-to-Image RL Post-Training Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T21:18:58.590505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e21b433d-5b7c-49eb-8171-c4530d208d3a · inbound

The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL cites this paper.

The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-07-04T00:49:19.404735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97b70a04-7bbb-4ea5-801e-8e99efe139c7 · inbound

DiT-Reward: Generative Representations for Text-to-Image Reward Modeling cites this paper.

DiT-Reward: Generative Representations for Text-to-Image Reward Modeling Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 109

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:39:45.910158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0266f71f-d3d7-492c-80e3-e3390eefdfce · inbound

DiffusionBench: On Holistic Evaluation of Diffusion Transformers cites this paper.

DiffusionBench: On Holistic Evaluation of Diffusion Transformers Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 110

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:59:58.109649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 35b7723d-7042-4f03-b467-b357392a4fa6 · inbound

DanceOPD: On-Policy Generative Field Distillation cites this paper.

DanceOPD: On-Policy Generative Field Distillation Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:49:51.351230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5f1822cf-5348-4e7e-96a5-2a72a5d95a16 · inbound

DanceOPD: On-Policy Generative Field Distillation cites this paper.

DanceOPD: On-Policy Generative Field Distillation Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 76

Resolution: unresolved; no resolver link, observed 2026-07-12T11:44:54.717393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc3481a7-0945-4368-9053-ea524b3a6069 · inbound

FlowAWR: Online Adaptive Flow Reinforcement via Advantage-Weighted Rectification cites this paper.

FlowAWR: Online Adaptive Flow Reinforcement via Advantage-Weighted Rectification Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:14:20.974447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2173b4b2-15b9-493d-9427-40229aeffded · inbound

WorldCycle: Self-Verifiable Reinforcement Learning for Long-Horizon Video World Models cites this paper.

WorldCycle: Self-Verifiable Reinforcement Learning for Long-Horizon Video World Models Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T12:52:07.433871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 525228fb-75d6-436c-8588-38ab1b9ead87 · inbound

Sample-Adaptive Latent Rewards for Uncertainty-Guided Diffusion Post-Training cites this paper.

Sample-Adaptive Latent Rewards for Uncertainty-Guided Diffusion Post-Training Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:31.267180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.