Paper Citation Record · LEDGER

Efficient Diffusion Models: A Survey

As of 10 August 2026, this Paper Citation Record lists 84 of 84 outbound references and 7 inbound Pith citation observations for arXiv:2502.06805.

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

pith.paper-citation-record.v1
2502.06805 v3

Coverage vector

measured 84 of 84 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T16:13:37.517506Z

measured 91 of 91 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:41:45.412073Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T13:22:19.226550Z

Reference resolution

84 of 84 outbound references displayed

verified exact7
verified fuzzy3
unresolved73
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bfeb1fea-cf52-4f42-bddf-76e4d8108627 · outbound

This paper cites Thibault Castells, Hyoung-Kyu Song, Bo-Kyeong Kim, and Shinkook Choi.

Efficient Diffusion Models: A Survey Thibault Castells, Hyoung-Kyu Song, Bo-Kyeong Kim, and Shinkook Choi

Reference 4

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Observation fd0f8b7b-7140-48c7-afeb-e247dabbfe60 · outbound

This paper cites A Cheaper and Better Diffusion Language Model with Soft-Masked Noise.

Efficient Diffusion Models: A Survey A Cheaper and Better Diffusion Language Model with Soft-Masked Noise

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-09T16:13:39.359843Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0360fbf7-a26f-4b4c-9ee2-b8c5b580d70e · outbound

This paper cites An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization.

Efficient Diffusion Models: A Survey An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization

Reference 6

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Observation 61c9c3d0-9ee8-4894-a825-943b3844ec46 · outbound

This paper cites WaveGrad: Estimating Gradients for Waveform Generation.

Efficient Diffusion Models: A Survey WaveGrad: Estimating Gradients for Waveform Generation

Reference 7

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Observation 81da98f5-7bd1-40e8-bd50-2b5d6b215b4d · outbound

This paper cites A 28.6 mJ/iter Stable Diffusion Processor for Text-to-Image Generation with Patch Similarity-based Sparsity Augmentation and Text-based Mixed-Precision.

Efficient Diffusion Models: A Survey A 28.6 mJ/iter Stable Diffusion Processor for Text-to-Image Generation with Patch Similarity-based Sparsity Augmentation and Text-based Mixed-Precision

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-09T16:13:39.160480Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5d5dc90d-c9ed-42b4-9ee5-e44b014dae18 · outbound

This paper cites A Survey on Diffusion Models for Inverse Problems.

Efficient Diffusion Models: A Survey A Survey on Diffusion Models for Inverse Problems

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:35.837910Z

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Observation 1082350e-eb38-43d2-84c8-b99124d23813 · outbound

This paper cites Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile.

Efficient Diffusion Models: A Survey Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:35.842929Z

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Observation 8ce58910-7ec1-4d84-b4f1-b0a7981e6c79 · outbound

This paper cites Score-Based Generative Modeling with Critically-Damped Langevin Diffusion.

Efficient Diffusion Models: A Survey Score-Based Generative Modeling with Critically-Damped Langevin Diffusion

Reference 14

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Observation d4f1fefe-c81d-44d3-84d5-d63e70f665ba · outbound

This paper cites Learned Step Size Quantization.

Efficient Diffusion Models: A Survey Learned Step Size Quantization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:35.860096Z

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Observation 07cd8c4a-0084-4776-a8b7-90b786a40485 · outbound

This paper cites USP: A Unified Sequence Parallelism Approach for Long Context Generative AI.

Efficient Diffusion Models: A Survey USP: A Unified Sequence Parallelism Approach for Long Context Generative AI

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:35.866085Z

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Observation 03a76a07-0ed4-49fb-a4b1-407dc69c3777 · outbound

This paper cites xDiT: an Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism.

Efficient Diffusion Models: A Survey xDiT: an Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism

Reference 18

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Observation a570dbf8-3713-4525-b935-482054481afb · outbound

This paper cites Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models.

Efficient Diffusion Models: A Survey Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models

Reference 19

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Observation 729d0ca6-b022-418d-92eb-544207e6ab44 · outbound

This paper cites DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models.

Efficient Diffusion Models: A Survey DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

Reference 20

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Observation da0fc148-3a23-4568-bb2b-c0d4ed4c2379 · outbound

This paper cites Improved Noise Schedule for Diffusion Training.

Efficient Diffusion Models: A Survey Improved Noise Schedule for Diffusion Training

Reference 21

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Observation b87f80a1-fd07-4e42-96b4-fd4776ad70d0 · outbound

This paper cites EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models.

Efficient Diffusion Models: A Survey EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:36.093389Z

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Observation d4d3cef1-359d-425b-ac48-83f0148e465b · outbound

This paper cites Latent Video Diffusion Models for High-Fidelity Long Video Generation.

Efficient Diffusion Models: A Survey Latent Video Diffusion Models for High-Fidelity Long Video Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:36.188039Z

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Observation 73711a2b-15eb-40c9-8086-dfff480c6412 · outbound

This paper cites Iterativeα-(de) blending: A minimalist deterministic diffusion model.

Efficient Diffusion Models: A Survey Iterativeα-(de) blending: A minimalist deterministic diffusion model

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:36.277231Z

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Observation 39929d9f-f8eb-4a7f-b082-64595d1e2491 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Efficient Diffusion Models: A Survey Distilling the Knowledge in a Neural Network

Reference 25

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Observation 52090763-a420-4970-8344-098c1cf2eafb · outbound

This paper cites Latent Diffusion Models for Controllable RNA Sequence Generation.

Efficient Diffusion Models: A Survey Latent Diffusion Models for Controllable RNA Sequence Generation

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-09T16:13:38.736252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0d4ec224-1f2a-4f74-8e5e-9f7c7a4ad822 · outbound

This paper cites Gotta Go Fast When Generating Data with Score-Based Models.

Efficient Diffusion Models: A Survey Gotta Go Fast When Generating Data with Score-Based Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:36.303226Z

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Observation 1d3ca7fc-8930-46f5-a224-a30a349aeeb8 · outbound

This paper cites doi: https://doi.org/10.1016/j.media.2023.102846.

Efficient Diffusion Models: A Survey doi: https://doi.org/10.1016/j.media.2023.102846

Reference 29

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Observation c2090f87-9d0c-48f6-b5fb-6a784626d5b3 · outbound

This paper cites LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging.

Efficient Diffusion Models: A Survey LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:36.315703Z

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Observation 5f4de308-7c75-4c00-b601-685c72f46fe6 · outbound

This paper cites On Fast Sampling of Diffusion Probabilistic Models.

Efficient Diffusion Models: A Survey On Fast Sampling of Diffusion Probabilistic Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:36.326732Z

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Observation 9b45da16-ba96-44f9-96d6-5889b82694bd · outbound

This paper cites DiffWave: A Versatile Diffusion Model for Audio Synthesis.

Efficient Diffusion Models: A Survey DiffWave: A Versatile Diffusion Model for Audio Synthesis

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:36.331943Z

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Observation 94e1e106-7c66-4e20-9666-dd89d8378705 · outbound

This paper cites Improving the Training of Rectified Flows.

Efficient Diffusion Models: A Survey Improving the Training of Rectified Flows

Reference 34

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Observation 0160314f-5eb5-41b5-ae4b-29640e1ad1c9 · outbound

This paper cites SwiftDiffusion: Efficient Diffusion Model Serving with Add-on Modules.

Efficient Diffusion Models: A Survey SwiftDiffusion: Efficient Diffusion Model Serving with Add-on Modules

Reference 35

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Observation 2e954d5b-e807-4b95-b9c8-c240d8402070 · outbound

This paper cites Dual3D: Efficient and Consistent Text-to-3D Generation with Dual-mode Multi-view Latent Diffusion.

Efficient Diffusion Models: A Survey Dual3D: Efficient and Consistent Text-to-3D Generation with Dual-mode Multi-view Latent Diffusion

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-09T16:13:38.504322Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0e9c0c5b-b607-4060-a9f3-06e24583d74b · outbound

This paper cites Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment.

Efficient Diffusion Models: A Survey Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-09T16:13:38.472458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e4e74b8a-bb85-4b94-941c-6d05d838ca1d · outbound

This paper cites Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model.

Efficient Diffusion Models: A Survey Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model

Reference 38

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Observation 5aff2042-08c0-4e25-b4cc-4b81c80d0b9d · outbound

This paper cites AudioLDM: Text-to-Audio Generation with Latent Diffusion Models.

Efficient Diffusion Models: A Survey AudioLDM: Text-to-Audio Generation with Latent Diffusion Models

Reference 39

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Observation 93bdceaa-c81d-4a23-88d4-acd724a8b6ae · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Efficient Diffusion Models: A Survey Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:36.571230Z

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Observation 15648327-5ddc-4641-82d3-7a24d3d78c8d · outbound

This paper cites Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models.

Efficient Diffusion Models: A Survey Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models

Reference 41

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Observation 5582f999-4052-484c-92e8-00fac96415bc · outbound

This paper cites DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models.

Efficient Diffusion Models: A Survey DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:36.723656Z

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Observation 1ee5f510-ec68-4f6e-9a6c-e5722e810f08 · outbound

This paper cites Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed.

Efficient Diffusion Models: A Survey Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed

Reference 43

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Observation 7dd9c486-e78c-48f8-aa86-0c8abf0aca22 · outbound

This paper cites Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

Efficient Diffusion Models: A Survey Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 44

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Observation 829f5af7-79e7-464a-9ae0-971a6cb21b3b · outbound

This paper cites Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching.

Efficient Diffusion Models: A Survey Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching

Reference 45

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Observation acc90165-cb25-4beb-9053-c9e8d601315e · outbound

This paper cites Video Diffusion Models: A Survey.

Efficient Diffusion Models: A Survey Video Diffusion Models: A Survey

Reference 46

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Observation 00b8dd71-ae0f-402e-a89a-d8802077a29e · outbound

This paper cites Efficient 3D Shape Generation via Diffusion Mamba with Bidirectional SSMs.

Efficient Diffusion Models: A Survey Efficient 3D Shape Generation via Diffusion Mamba with Bidirectional SSMs

Reference 47

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Observation b1c132fd-b162-415d-b858-1325b3207b3e · outbound

This paper cites A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models.

Efficient Diffusion Models: A Survey A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models

Reference 48

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Observation 052ce755-324b-433b-9afa-b35814ae2ee5 · outbound

This paper cites The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing.

Efficient Diffusion Models: A Survey The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing

Reference 49

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Observation 667c2a7a-1306-42cf-84f6-848a8c5d3946 · outbound

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Efficient Diffusion Models: A Survey ED-NeRF: Efficient Text-Guided Editing of 3D Scene with Latent Space NeRF

Reference 50

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Observation dfb647b2-787b-47d4-877e-561347b537e8 · outbound

This paper cites Non-Denoising Forward-Time Diffusions.

Efficient Diffusion Models: A Survey Non-Denoising Forward-Time Diffusions

Reference 51

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Observation 232ff4a4-afc1-4fcc-97a3-1a539aaaaf7d · outbound

This paper cites ControlNeXt: Powerful and Efficient Control for Image and Video Generation.

Efficient Diffusion Models: A Survey ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 52

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Observation 6a31d46d-a119-47ba-96e2-e08f96e6e6e3 · outbound

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Efficient Diffusion Models: A Survey Barron, and Ben Mildenhall

Reference 53

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Observation a579d0cb-eba0-4bc5-bcae-fe65d7da1ac9 · outbound

This paper cites UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild.

Efficient Diffusion Models: A Survey UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild

Reference 54

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Observation 8943bdd3-38c6-423f-a9db-a1f3ac04d6e9 · outbound

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Efficient Diffusion Models: A Survey Wasserstein barycenter and its application to texture mixing

Reference 55

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Observation 197e9a75-bf33-4769-b1f7-f78ea0587b3f · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Efficient Diffusion Models: A Survey Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 56

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Observation 899cbf05-aaf9-4241-a4f4-1454f703b65d · outbound

This paper cites Align Your Steps: Optimizing Sampling Schedules in Diffusion Models.

Efficient Diffusion Models: A Survey Align Your Steps: Optimizing Sampling Schedules in Diffusion Models

Reference 58

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Observation 4abb75b7-ec6a-4e06-9da3-896000b29cb8 · outbound

This paper cites Consistent Accelerated Inference via Confident Adaptive Transformers.

Efficient Diffusion Models: A Survey Consistent Accelerated Inference via Confident Adaptive Transformers

Reference 59

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Observation 73d84589-0726-47a3-9a51-4fc2c8d2fb4e · outbound

This paper cites FORA: Fast-Forward Caching in Diffusion Transformer Acceleration.

Efficient Diffusion Models: A Survey FORA: Fast-Forward Caching in Diffusion Transformer Acceleration

Reference 60

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Observation 9d5fa685-6ad7-47ea-97eb-9efd0e43e6a4 · outbound

This paper cites Post-training quantization on diffusion models.

Efficient Diffusion Models: A Survey Post-training quantization on diffusion models

Reference 61

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Observation 4e14ea65-acd6-45eb-969b-423560e5bd46 · outbound

This paper cites Parallel sampling of diffusion models.

Efficient Diffusion Models: A Survey Parallel sampling of diffusion models

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:13:39.656777Z

Source-reported events for the cited work

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Observation 90da67c6-2506-478e-bcf3-5d941d95f06f · outbound

This paper cites Consistency Models.

Efficient Diffusion Models: A Survey Consistency Models

Reference 65

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Observation f14c3ee9-89fb-4960-bb6d-758136677712 · outbound

This paper cites Unveiling Redundancy in Diffusion Transformers (DiTs): A Systematic Study.

Efficient Diffusion Models: A Survey Unveiling Redundancy in Diffusion Transformers (DiTs): A Systematic Study

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.121455Z

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Observation eb951331-3066-4abf-99e2-9fa1700657fa · outbound

This paper cites VolumeDiffusion: Flexible Text-to-3D Generation with Efficient Volumetric Encoder.

Efficient Diffusion Models: A Survey VolumeDiffusion: Flexible Text-to-3D Generation with Efficient Volumetric Encoder

Reference 67

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Observation 4daeca86-df86-47fe-a6dd-a3bb8c678bbf · outbound

This paper cites DiffusionPipe: Training Large Diffusion Models with Efficient Pipelines.

Efficient Diffusion Models: A Survey DiffusionPipe: Training Large Diffusion Models with Efficient Pipelines

Reference 68

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T16:13:37.931394Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d660a9ea-949c-4621-8a94-4de9d98415a9 · outbound

This paper cites Anderson acceleration for fixed-point iterations.SIAM Journal on Numerical Analysis, 49(4):1715–1735,.

Efficient Diffusion Models: A Survey Anderson acceleration for fixed-point iterations.SIAM Journal on Numerical Analysis, 49(4):1715–1735,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:13:39.640844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c92531f-1af9-40b1-ac0e-49ff8883c420 · outbound

This paper cites Learning to Efficiently Sample from Diffusion Probabilistic Models.

Efficient Diffusion Models: A Survey Learning to Efficiently Sample from Diffusion Probabilistic Models

Reference 71

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Observation abc8c471-9ebe-4e31-8cdd-0f36e557c7e6 · outbound

This paper cites Training-free and Adaptive Sparse Attention for Efficient Long Video Generation.

Efficient Diffusion Models: A Survey Training-free and Adaptive Sparse Attention for Efficient Long Video Generation

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.153344Z

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Observation 1651e424-0cab-4230-8d82-e83bfce31c58 · outbound

This paper cites Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations.

Efficient Diffusion Models: A Survey Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.173643Z

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Observation ecba80b5-0adf-427a-9fbd-6368f5640d55 · outbound

This paper cites LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models.

Efficient Diffusion Models: A Survey LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.239589Z

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Observation c4fe71f5-3d36-41bf-90d8-e695bf085cad · outbound

This paper cites Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models.

Efficient Diffusion Models: A Survey Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.294468Z

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Observation 02210131-1b01-41f7-9bd0-d209f102a71b · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

Efficient Diffusion Models: A Survey IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.337016Z

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Observation 51a9fb2e-bca6-4905-b63f-17916c40893f · outbound

This paper cites NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation.

Efficient Diffusion Models: A Survey NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.418587Z

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Observation 07b5ac34-34a7-4df3-9fb0-749e95957716 · outbound

This paper cites Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think.

Efficient Diffusion Models: A Survey Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.441639Z

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Observation 391c9463-fe94-4fc5-bd54-911f55b744e0 · outbound

This paper cites OneFlow: Redesign the Distributed Deep Learning Framework from Scratch.

Efficient Diffusion Models: A Survey OneFlow: Redesign the Distributed Deep Learning Framework from Scratch

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.480383Z

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Observation e440f7f5-950c-4994-a5a4-74980afc9b42 · outbound

This paper cites Diffusion Models with Deterministic Normalizing Flow Priors.

Efficient Diffusion Models: A Survey Diffusion Models with Deterministic Normalizing Flow Priors

Reference 80

Resolution: verified exact; local_arxiv, observed 2026-08-09T16:13:37.644826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 298b310b-7bb3-4ce5-9ece-e60dded8617e · outbound

This paper cites LAPTOP-Diff: Layer Pruning and Normalized Distillation for Compressing Diffusion Models.

Efficient Diffusion Models: A Survey LAPTOP-Diff: Layer Pruning and Normalized Distillation for Compressing Diffusion Models

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.501832Z

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Observation 41f8e835-f0cf-4f80-b51a-b2bcb0399106 · outbound

This paper cites Fast Sampling of Diffusion Models with Exponential Integrator.

Efficient Diffusion Models: A Survey Fast Sampling of Diffusion Models with Exponential Integrator

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.507320Z

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Observation 0dc4048c-c005-416e-9492-ca5d9aadb30a · outbound

This paper cites MagicVideo: Efficient Video Generation With Latent Diffusion Models.

Efficient Diffusion Models: A Survey MagicVideo: Efficient Video Generation With Latent Diffusion Models

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.512050Z

Source-reported events for the cited work

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Observation a9b4d852-3b43-40a9-85aa-795d1f3b00e9 · outbound

This paper cites SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow.

Efficient Diffusion Models: A Survey SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow

Reference 84

Resolution: verified exact; local_arxiv, observed 2026-08-09T16:13:37.567600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f9453e95-6897-4088-9046-a581782b557a · outbound

This paper cites L3dg: Latent 3d gaussian diffusion.

Efficient Diffusion Models: A Survey L3dg: Latent 3d gaussian diffusion

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:13:39.684602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ea618bbd-34a1-44b8-8a6c-163a62b02fee · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Efficient Diffusion Models: A Survey LoRA: Low-Rank Adaptation of Large Language Models

Reference 2010

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:36.287683Z

Source-reported events for the cited work

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Observation dce52956-6378-4937-acbb-ea4f00d39532 · outbound

This paper cites PipeFusion: Patch-level Pipeline Parallelism for Diffusion Transformers Inference.

Efficient Diffusion Models: A Survey PipeFusion: Patch-level Pipeline Parallelism for Diffusion Transformers Inference

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.142400Z

Source-reported events for the cited work

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Observation 469bab27-bed3-4e4c-b1dc-661c0004ed83 · outbound

This paper cites StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation.

Efficient Diffusion Models: A Survey StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:36.321644Z

Source-reported events for the cited work

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Observation d7bbc76d-5176-4946-bd14-74f01cf84297 · outbound

This paper cites Denoising Diffusion Implicit Models.

Efficient Diffusion Models: A Survey Denoising Diffusion Implicit Models

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.105319Z

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Observation 1fde2634-03fa-48db-a9c3-a763dbb9345b · outbound

This paper cites Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning.

Efficient Diffusion Models: A Survey Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:35.767609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5899c6ae-d657-4f32-ab5c-fe691c6d8d92 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

Efficient Diffusion Models: A Survey Score-Based Generative Modeling through Stochastic Differential Equations

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:37.110754Z

Source-reported events for the cited work

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Observation c0b5a338-83f7-425c-a54c-c2e2e9957464 · outbound

This paper cites 39 Published in Transactions on Machine Learning Research (05/2025) Ricky TQ Chen, Yulia Rubanova, Jesse Bettencourt, and David K Duvenaud.

Efficient Diffusion Models: A Survey 39 Published in Transactions on Machine Learning Research (05/2025) Ricky TQ Chen, Yulia Rubanova, Jesse Bettencourt, and David K Duvenaud

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:35.708047Z

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Observation 35c6d301-808d-4ca8-b808-bfe5d380099e · outbound

This paper cites Multi-scale latent point consistency models for 3d shape generation.

Efficient Diffusion Models: A Survey Multi-scale latent point consistency models for 3d shape generation

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:35.854163Z

Source-reported events for the cited work

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Observation 04d9b7e2-50c9-4612-8af6-4783db4cb0ff · outbound

This paper cites DiffEdit: Diffusion-based semantic image editing with mask guidance.

Efficient Diffusion Models: A Survey DiffEdit: Diffusion-based semantic image editing with mask guidance

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:35.832641Z

Source-reported events for the cited work

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Observation 207a6789-1a0d-4e61-b9b9-c15a8035aac3 · outbound

This paper cites Semi-Parametric Neural Image Synthesis.

Efficient Diffusion Models: A Survey Semi-Parametric Neural Image Synthesis

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:35.553813Z

Source-reported events for the cited work

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Observation dd458b65-a086-4a72-903b-a662dd546840 · outbound

This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.

Efficient Diffusion Models: A Survey Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:35.478280Z

Source-reported events for the cited work

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Observation 1fa0e57f-ec20-4228-b83a-d977e84a4339 · outbound

This paper cites Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models.

Efficient Diffusion Models: A Survey Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:35.507292Z

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Pith citing papers

Observation 8984e4ad-46dc-47fb-8727-56210520dc22 · inbound

Enhancing Text-to-Image Diffusion Transformer via Split-Text Conditioning cites this paper.

Enhancing Text-to-Image Diffusion Transformer via Split-Text Conditioning Efficient Diffusion Models: A Survey

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:22:19.228851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0f5d3a26-176d-48cf-888c-c532f8c98a27 · inbound

FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion cites this paper.

FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion Efficient Diffusion Models: A Survey

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T10:41:45.412073Z

Source-reported events for the cited work

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Observation 550caa80-d44a-485b-a959-ec3013f9d690 · inbound

LaTtE-Flow: Layerwise Timestep-Expert Flow-based Transformer cites this paper.

LaTtE-Flow: Layerwise Timestep-Expert Flow-based Transformer Efficient Diffusion Models: A Survey

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T05:51:42.908641Z

Source-reported events for the cited work

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Observation 78017a92-f4b1-4b3d-8b9a-0d04c2eb18b2 · inbound

PWD: Prior-Guided and Wavelet-Enhanced Diffusion Model for Limited-Angle CT cites this paper.

PWD: Prior-Guided and Wavelet-Enhanced Diffusion Model for Limited-Angle CT Efficient Diffusion Models: A Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:26.308011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e04430d6-ed17-40a5-80e4-5b1e8554ec88 · inbound

Adaptive Visual Autoregressive Acceleration via Dual-Linkage Entropy Analysis cites this paper.

Adaptive Visual Autoregressive Acceleration via Dual-Linkage Entropy Analysis Efficient Diffusion Models: A Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T05:49:24.962896Z

Source-reported events for the cited work

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Observation f7385e09-d754-4098-b55d-121058084bd4 · inbound

QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models cites this paper.

QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models Efficient Diffusion Models: A Survey

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:20:17.285903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f13b4430-fc5c-42ac-aefa-17cf142bf484 · inbound

Discrete Diffusion for Codebook-Based Beam Candidate Generation cites this paper.

Discrete Diffusion for Codebook-Based Beam Candidate Generation Efficient Diffusion Models: A Survey

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:05:57.948982Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.