A First-order Generative Bilevel Optimization Framework for Diffusion Models | Paper Citation Record

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This paper cites and Mairal, J.

A First-order Generative Bilevel Optimization Framework for Diffusion Models and Mairal, J

Reference 1

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This paper cites Universal guidance for diffusion models.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Universal guidance for diffusion models

Reference 2

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This paper cites Training Diffusion Models with Reinforcement Learning.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Training Diffusion Models with Reinforcement Learning

Reference 3

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This paper cites and McGill, J.

A First-order Generative Bilevel Optimization Framework for Diffusion Models and McGill, J

Reference 4

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This paper cites On finding small hyper-gradients in bilevel optimization: Hardness results and improved analysis.

A First-order Generative Bilevel Optimization Framework for Diffusion Models On finding small hyper-gradients in bilevel optimization: Hardness results and improved analysis

Reference 5

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This paper cites On the Importance of Noise Scheduling for Diffusion Models.

A First-order Generative Bilevel Optimization Framework for Diffusion Models On the Importance of Noise Scheduling for Diffusion Models

Reference 6

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This paper cites Closing the gap: Tighter analysis of alternating stochastic gradient methods for bilevel problems.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Closing the gap: Tighter analysis of alternating stochastic gradient methods for bilevel problems

Reference 7

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This paper cites Diffusion Posterior Sampling for General Noisy Inverse Problems.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Diffusion Posterior Sampling for General Noisy Inverse Problems

Reference 8

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This paper cites Directly Fine-Tuning Diffusion Models on Differentiable Rewards.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Directly Fine-Tuning Diffusion Models on Differentiable Rewards

Reference 9

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A First-order Generative Bilevel Optimization Framework for Diffusion Models Unresolved cited work

Reference 10

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This paper cites T., and Shah, M.

A First-order Generative Bilevel Optimization Framework for Diffusion Models T., and Shah, M

Reference 11

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This paper cites V., Barbano, R., Dutordoir, V., Mathieu, E., Komorowska, U.

A First-order Generative Bilevel Optimization Framework for Diffusion Models V., Barbano, R., Dutordoir, V., Mathieu, E., Komorowska, U

Reference 12

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This paper cites Reinforcement learning for fine-tuning text-to-image diffusion models.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Reinforcement learning for fine-tuning text-to-image diffusion models

Reference 13

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This paper cites Model-agnostic meta-learning for fast adaptation of deep networks.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Model-agnostic meta-learning for fast adaptation of deep networks

Reference 14

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This paper cites Forward and reverse gradient-based hyperparameter optimization.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Forward and reverse gradient-based hyperparameter optimization

Reference 15

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This paper cites Bilevel programming for hyperparameter optimization and meta-learning.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Bilevel programming for hyperparameter optimization and meta-learning

Reference 16

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This paper cites Scaling laws for reward model overoptimization.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Scaling laws for reward model overoptimization

Reference 17

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This paper cites Approximation Methods for Bilevel Programming.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Approximation Methods for Bilevel Programming

Reference 18

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This paper cites Bi-level alignment for cross-domain crowd counting.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Bi-level alignment for cross-domain crowd counting

Reference 19

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This paper cites On the iteration complexity of hypergradient computation.

A First-order Generative Bilevel Optimization Framework for Diffusion Models On the iteration complexity of hypergradient computation

Reference 20

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This paper cites Gradient Guidance for Diffusion Models: An Optimization Perspective.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Gradient Guidance for Diffusion Models: An Optimization Perspective

Reference 21

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This paper cites Denoising diffusion probabilistic models.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Denoising diffusion probabilistic models

Reference 22

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This paper cites J., Norouzi, M., and Salimans, T.

A First-order Generative Bilevel Optimization Framework for Diffusion Models J., Norouzi, M., and Salimans, T

Reference 23

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This paper cites A two-timescale stochastic algorithm framework for bilevel optimization: Complexity analysis and application to actor-critic.

A First-order Generative Bilevel Optimization Framework for Diffusion Models A two-timescale stochastic algorithm framework for bilevel optimization: Complexity analysis and application to actor-critic

Reference 24

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This paper cites simple diffusion: End-to-end diffusion for high resolution images.

A First-order Generative Bilevel Optimization Framework for Diffusion Models simple diffusion: End-to-end diffusion for high resolution images

Reference 25

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This paper cites Bilevel optimization: Convergence analysis and enhanced design.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Bilevel optimization: Convergence analysis and enhanced design

Reference 26

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This paper cites M., Real-Rojas, F., Marques, A.

A First-order Generative Bilevel Optimization Framework for Diffusion Models M., Real-Rojas, F., Marques, A

Reference 27

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This paper cites Torsional diffusion for molecular conformer generation.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Torsional diffusion for molecular conformer generation

Reference 28

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This paper cites Elucidating the design space of diffusion-based generative models.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Elucidating the design space of diffusion-based generative models

Reference 29

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This paper cites A near-optimal algorithm for stochastic bilevel optimization via double-momentum.

A First-order Generative Bilevel Optimization Framework for Diffusion Models A near-optimal algorithm for stochastic bilevel optimization via double-momentum

Reference 30

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This paper cites Variational diffusion models.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Variational diffusion models

Reference 31

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A First-order Generative Bilevel Optimization Framework for Diffusion Models Unresolved cited work

Reference 32

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A First-order Generative Bilevel Optimization Framework for Diffusion Models Unresolved cited work

Reference 33

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This paper cites On penalty methods for nonconvex bilevel optimization and first-order stochastic approximation.

A First-order Generative Bilevel Optimization Framework for Diffusion Models On penalty methods for nonconvex bilevel optimization and first-order stochastic approximation

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.553120Z

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This paper cites A fully single loop algorithm for bilevel optimization without hessian inverse.

A First-order Generative Bilevel Optimization Framework for Diffusion Models A fully single loop algorithm for bilevel optimization without hessian inverse

Reference 35

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This paper cites Common diffusion noise schedules and sample steps are flawed.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Common diffusion noise schedules and sample steps are flawed

Reference 36

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This paper cites Bome! bilevel optimization made easy: A simple first-order approach.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Bome! bilevel optimization made easy: A simple first-order approach

Reference 37

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This paper cites DARTS : Differentiable architecture search.

A First-order Generative Bilevel Optimization Framework for Diffusion Models DARTS : Differentiable architecture search

Reference 38

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A First-order Generative Bilevel Optimization Framework for Diffusion Models Unresolved cited work

Reference 39

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This paper cites Averaged method of multipliers for bi-level optimization without lower-level strong convexity.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Averaged method of multipliers for bi-level optimization without lower-level strong convexity

Reference 40

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This paper cites First-order penalty methods for bilevel optimization.

A First-order Generative Bilevel Optimization Framework for Diffusion Models First-order penalty methods for bilevel optimization

Reference 41

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This paper cites Self-tuning networks: Bilevel optimization of hyperparameters using structured best-response functions.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Self-tuning networks: Bilevel optimization of hyperparameters using structured best-response functions

Reference 42

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This paper cites Gradient-based hyperparameter optimization through reversible learning.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Gradient-based hyperparameter optimization through reversible learning

Reference 43

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This paper cites Implicit Diffusion: Efficient Optimization through Stochastic Sampling.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Implicit Diffusion: Efficient Optimization through Stochastic Sampling

Reference 44

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This paper cites Backpropagating through Fr\'echet Inception Distance.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Backpropagating through Fr\'echet Inception Distance

Reference 45

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A First-order Generative Bilevel Optimization Framework for Diffusion Models and Spokoiny, V

Reference 46

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A First-order Generative Bilevel Optimization Framework for Diffusion Models Unresolved cited work

Reference 47

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A First-order Generative Bilevel Optimization Framework for Diffusion Models Unresolved cited work

Reference 48

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This paper cites Hyperparameter optimization with approximate gradient.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Hyperparameter optimization with approximate gradient

Reference 49

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Observation d7437c7e-0d5c-4c91-be69-52bdae147d35 · outbound

This paper cites Functional bilevel optimization for machine learning.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Functional bilevel optimization for machine learning

Reference 50

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Observation 56b2d32e-7f5c-4b91-a4ee-8d3b2a435665 · outbound

This paper cites BiDoRA: Bi-level Optimization-Based Weight-Decomposed Low-Rank Adaptation.

A First-order Generative Bilevel Optimization Framework for Diffusion Models BiDoRA: Bi-level Optimization-Based Weight-Decomposed Low-Rank Adaptation

Reference 51

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This paper cites U-net: Convolutional networks for biomedical image segmentation.

A First-order Generative Bilevel Optimization Framework for Diffusion Models U-net: Convolutional networks for biomedical image segmentation

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.340323Z

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This paper cites M., and Kuleshov, V.

A First-order Generative Bilevel Optimization Framework for Diffusion Models M., and Kuleshov, V

Reference 53

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This paper cites Learning to warm-start fixed-point optimization algorithms.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Learning to warm-start fixed-point optimization algorithms

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.309434Z

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Observation f25ca100-d99b-42a8-a5d4-623ae8897412 · outbound

This paper cites A deep learning theory for neural networks grounded in physics.

A First-order Generative Bilevel Optimization Framework for Diffusion Models A deep learning theory for neural networks grounded in physics

Reference 55

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This paper cites and Bengio, Y.

A First-order Generative Bilevel Optimization Framework for Diffusion Models and Bengio, Y

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.294835Z

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Observation f869db3d-6f24-48ec-aa90-caddb8fede11 · outbound

This paper cites pytorch-fid: FID Score for PyTorch.

A First-order Generative Bilevel Optimization Framework for Diffusion Models pytorch-fid: FID Score for PyTorch

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T23:43:37.968039Z

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Observation dea53160-0c43-4e27-860a-edd1af4c039f · outbound

This paper cites Truncated back-propagation for bilevel optimization.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Truncated back-propagation for bilevel optimization

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.271153Z

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Observation 1b7ded8a-d6bf-4d90-b1c5-c1276877b1c7 · outbound

This paper cites An optimal algorithm for bandit and zero-order convex optimization with two-point feedback.

A First-order Generative Bilevel Optimization Framework for Diffusion Models An optimal algorithm for bandit and zero-order convex optimization with two-point feedback

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.257068Z

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Observation 42702667-0df0-4c0f-9104-0eca9ee26a1c · outbound

This paper cites Principled penalty-based methods for bilevel reinforcement learning and RLHF.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Principled penalty-based methods for bilevel reinforcement learning and RLHF

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.242622Z

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Observation 8dbba0b6-d06c-46f2-96ad-79e532145485 · outbound

This paper cites Seal: Safety-enhanced aligned LLM fine-tuning via bilevel data selection.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Seal: Safety-enhanced aligned LLM fine-tuning via bilevel data selection

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.228108Z

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Observation f79eec22-9b00-46a9-bed9-31d0fda8c1ba · outbound

This paper cites On penalty-based bilevel gradient descent method.

A First-order Generative Bilevel Optimization Framework for Diffusion Models On penalty-based bilevel gradient descent method

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.213946Z

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Observation 8b98432e-6cb0-49f6-b9de-ec34226a37ef · outbound

This paper cites an unresolved cited work.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-07T23:43:39.198681Z

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Observation 0951ae36-19ca-4365-a891-9ac1399b9f4b · outbound

This paper cites Denoising diffusion implicit models.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Denoising diffusion implicit models

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.184411Z

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Observation d717944b-7df1-466e-88af-80fe371e0107 · outbound

This paper cites P., Kumar, A., Ermon, S., and Poole, B.

A First-order Generative Bilevel Optimization Framework for Diffusion Models P., Kumar, A., Ermon, S., and Poole, B

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.169630Z

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Observation a652c224-29c6-403e-8b4e-dd7c74df0d47 · outbound

This paper cites Learning intrinsic rewards as a bi-level optimization problem.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Learning intrinsic rewards as a bi-level optimization problem

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.154753Z

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Observation 36e13b9f-15b6-4ef0-8d0a-ffaa41e901ea · outbound

This paper cites Fine-tuning of diffusion models via stochastic control: entropy regularization and beyond.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Fine-tuning of diffusion models via stochastic control: entropy regularization and beyond

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T23:43:38.012364Z

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Observation fbd61921-78c2-48cb-8a41-c40ba5b61feb · outbound

This paper cites Inference-Time Alignment of Diffusion Models with Direct Noise Optimization.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Inference-Time Alignment of Diffusion Models with Direct Noise Optimization

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T23:43:38.016800Z

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This paper cites A., Li, M., Thrampoulidis, C., and Oymak, S.

A First-order Generative Bilevel Optimization Framework for Diffusion Models A., Li, M., Thrampoulidis, C., and Oymak, S

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.140121Z

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Observation 8b3ec7d4-daf4-45d4-9a70-e76a44120b45 · outbound

This paper cites Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T23:43:38.026069Z

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Observation 07375ea0-60de-483b-90ef-d43907b374fd · outbound

This paper cites and Wibisono, A.

A First-order Generative Bilevel Optimization Framework for Diffusion Models and Wibisono, A

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.124867Z

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Observation b16b08bd-abc4-4135-9007-ccb57f3e6e84 · outbound

This paper cites P., Pedregosa, F., Duvenaud, D., and Grosse, R.

A First-order Generative Bilevel Optimization Framework for Diffusion Models P., Pedregosa, F., Duvenaud, D., and Grosse, R

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.110346Z

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Observation 4c7e579d-d666-4060-872f-07a247d34a92 · outbound

This paper cites Noise schedules in stable diffusion.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Noise schedules in stable diffusion

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.096056Z

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Observation 903445da-8cfa-4f49-8a85-9d57248dbbd2 · outbound

This paper cites End-to-end diffusion latent optimization improves classifier guidance.

A First-order Generative Bilevel Optimization Framework for Diffusion Models End-to-end diffusion latent optimization improves classifier guidance

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.080429Z

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Observation 9b2e4fe6-4d3d-4e69-9a99-7a842a368497 · outbound

This paper cites On Discrete Prompt Optimization for Diffusion Models.

A First-order Generative Bilevel Optimization Framework for Diffusion Models On Discrete Prompt Optimization for Diffusion Models

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T23:43:38.048730Z

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Observation 83da5063-6592-4524-9994-be9fa6f54a54 · outbound

This paper cites In-context learning unlocked for diffusion models.

A First-order Generative Bilevel Optimization Framework for Diffusion Models In-context learning unlocked for diffusion models

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.064804Z

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Observation f6a358b6-f2a6-4f03-8edf-62cb17b89bb8 · outbound

This paper cites Diffusion-based molecule generation with informative prior bridges.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Diffusion-based molecule generation with informative prior bridges

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.048570Z

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Observation fc10ec63-78e2-4359-a525-d8d5b6c00592 · outbound

This paper cites Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T23:43:38.062323Z

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Observation e3d7b154-1983-4c17-ac24-14a4b6c08317 · outbound

This paper cites A generalized alternating method for bilevel optimization under the polyak- ojasiewicz condition.

A First-order Generative Bilevel Optimization Framework for Diffusion Models A generalized alternating method for bilevel optimization under the polyak- ojasiewicz condition

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.032632Z

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Observation 9c903c33-83f6-477d-b900-2cb666afd5a0 · outbound

This paper cites Diffsound: Discrete diffusion model for text-to-sound generation.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Diffsound: Discrete diffusion model for text-to-sound generation

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:39.015456Z

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Observation 48750c4c-f227-4eb7-b88f-1d20677cb203 · outbound

This paper cites Provably faster algorithms for bilevel optimization.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Provably faster algorithms for bilevel optimization

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:38.997318Z

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Observation 760f0305-e469-48b2-a996-cc30030d1d20 · outbound

This paper cites Using human feedback to fine-tune diffusion models without any reward model.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Using human feedback to fine-tune diffusion models without any reward model

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:38.981483Z

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Observation 051f475e-cc01-41cf-aca0-18c5ea09cede · outbound

This paper cites Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T23:43:38.084385Z

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Observation b9463200-564c-4f40-86e6-6c7ed819fc05 · outbound

This paper cites Reward-directed conditional diffusion: Provable distribution estimation and reward improvement.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Reward-directed conditional diffusion: Provable distribution estimation and reward improvement

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:38.965783Z

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Observation 26dc80dc-91fc-4dc1-943e-ad91e0bde9c5 · outbound

This paper cites W., Hansen, L.

A First-order Generative Bilevel Optimization Framework for Diffusion Models W., Hansen, L

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T23:43:38.093621Z

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Observation f89b44c1-4907-4d6b-a83c-70a2c22a871a · outbound

This paper cites Revisiting and advancing fast adversarial training through the lens of bi-level optimization.

A First-order Generative Bilevel Optimization Framework for Diffusion Models Revisiting and advancing fast adversarial training through the lens of bi-level optimization

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:38.949793Z

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Observation 566c99be-aac0-476f-949a-7a5f72174c18 · outbound

This paper cites and Sacramento, J.

A First-order Generative Bilevel Optimization Framework for Diffusion Models and Sacramento, J

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:43:38.933439Z

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Observation 79022609-cdd9-4614-8c89-a11754726367 · outbound

This paper cites write newline.

A First-order Generative Bilevel Optimization Framework for Diffusion Models write newline

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-07T23:43:38.107076Z

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