Paper Citation Record · LEDGER

Cost-Aware Routing for Efficient Text-To-Image Generation

As of 20 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2506.14753.

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

pith.paper-citation-record.v1
2506.14753 v3

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:53:40.764765Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact1
verified fuzzy7
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 017e64b6-ea23-4cf5-b7fb-84a0e77ba68b · outbound

This paper cites Note that the produced image may be from a non-SDXL model (e.g., Turbo) since our approach may route to other baseline models described in Section 5.1.

Cost-Aware Routing for Efficient Text-To-Image Generation Note that the produced image may be from a non-SDXL model (e.g., Turbo) since our approach may route to other baseline models described in Section 5.1

Reference 2

Resolution: verified exact; raw_fallback, observed 2026-08-15T19:53:40.901945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c887f454-302a-45ea-8443-fa7bfd04deaf · outbound

This paper cites Routerbench: A benchmark for multi-LLM routing system.

Cost-Aware Routing for Efficient Text-To-Image Generation Routerbench: A benchmark for multi-LLM routing system

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:53:41.790533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5eb5ee88-0356-4d63-bc95-d277af496ec9 · outbound

This paper cites Dongfu Jiang, Xiang Ren, and Bill Yuchen Lin.

Cost-Aware Routing for Efficient Text-To-Image Generation Dongfu Jiang, Xiang Ren, and Bill Yuchen Lin

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:53:41.775181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5bab3377-aa11-473b-b9f5-d70b351f1a4e · outbound

This paper cites Universal Model Routing for Efficient LLM Inference.

Cost-Aware Routing for Efficient Text-To-Image Generation Universal Model Routing for Efficient LLM Inference

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.524743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3809af2f-6565-4083-a814-bcfb236c2576 · outbound

This paper cites Auto-Encoding Variational Bayes.

Cost-Aware Routing for Efficient Text-To-Image Generation Auto-Encoding Variational Bayes

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.529668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19ab514d-a705-4a2f-ad6c-e0fa1aa42d68 · outbound

This paper cites Lijiang Li, Huixia Li, Xiawu Zheng, Jie Wu, Xuefeng Xiao, Rui Wang, Min Zheng, Xin Pan, Fei Chao, and Rongrong Ji.

Cost-Aware Routing for Efficient Text-To-Image Generation Lijiang Li, Huixia Li, Xiawu Zheng, Jie Wu, Xuefeng Xiao, Rui Wang, Min Zheng, Xin Pan, Fei Chao, and Rongrong Ji

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.534409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c169b05-b5e3-4074-bcb1-2910be1d6bc0 · outbound

This paper cites SDXL-Lightning: Progressive Adversarial Diffusion Distillation.

Cost-Aware Routing for Efficient Text-To-Image Generation SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.539502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0b0aa46-3b77-4fa6-865b-f63b04035b01 · outbound

This paper cites an unresolved cited work.

Cost-Aware Routing for Efficient Text-To-Image Generation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:53:41.759114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 75fd81c0-ae9d-4f9d-bb2b-9f11aa90bb64 · outbound

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

Cost-Aware Routing for Efficient Text-To-Image Generation Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.554479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 809e0a11-982e-4ad4-89ca-e5ec82421277 · outbound

This paper cites Teaching CLIP to Count to Ten.

Cost-Aware Routing for Efficient Text-To-Image Generation Teaching CLIP to Count to Ten

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.559697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e2dafd1-569b-40f3-9720-2205d96bc179 · outbound

This paper cites Local laplacian filters: Edge-aware image processing with a laplacian pyramid.ACM Trans.

Cost-Aware Routing for Efficient Text-To-Image Generation Local laplacian filters: Edge-aware image processing with a laplacian pyramid.ACM Trans

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:53:41.611379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dac75255-f690-4886-9ea4-ffa6010e17c8 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

Cost-Aware Routing for Efficient Text-To-Image Generation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.581147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afe1ad4d-d341-48bd-955f-b5fe51d70e93 · outbound

This paper cites Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding.

Cost-Aware Routing for Efficient Text-To-Image Generation Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.622457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29f6b961-461a-45a5-92e7-687e65420f1b · outbound

This paper cites Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation.

Cost-Aware Routing for Efficient Text-To-Image Generation Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.672932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 016e84e7-fe28-437f-b47c-767904d22ba8 · outbound

This paper cites Denoising Diffusion Implicit Models.

Cost-Aware Routing for Efficient Text-To-Image Generation Denoising Diffusion Implicit Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.715379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e81cfd5b-82cf-4b82-b1b3-d04d98b68263 · outbound

This paper cites Learning to Defer to a Population: A Meta-Learning Approach.

Cost-Aware Routing for Efficient Text-To-Image Generation Learning to Defer to a Population: A Meta-Learning Approach

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T19:53:40.986640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a05beb55-e705-460f-9245-21d49db278de · outbound

This paper cites Attention is all you need.Advances in neural information processing systems, 30,.

Cost-Aware Routing for Efficient Text-To-Image Generation Attention is all you need.Advances in neural information processing systems, 30,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:53:41.447034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3833e599-92c0-4253-a492-be1577b2f1fc · outbound

This paper cites DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models.

Cost-Aware Routing for Efficient Text-To-Image Generation DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.734661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbcd40ac-070b-4e4d-8247-f273b2ec64b1 · outbound

This paper cites Denoising Diffusion Step-aware Models.

Cost-Aware Routing for Efficient Text-To-Image Generation Denoising Diffusion Step-aware Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.739558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae61a99f-5be1-4259-a350-c15dbbd2861e · outbound

This paper cites AdaDiff: Adaptive Step Selection for Fast Diffusion Models.

Cost-Aware Routing for Efficient Text-To-Image Generation AdaDiff: Adaptive Step Selection for Fast Diffusion Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.744085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73b43627-f937-40f1-abe4-2ac53f4ad481 · outbound

This paper cites an unresolved cited work.

Cost-Aware Routing for Efficient Text-To-Image Generation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:53:41.432232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2b3c47cb-d7a6-415c-a4c9-aceedc37eeef · outbound

This paper cites Here we can clearly see how our adaptive routing consistently achieves a higher quality score than the fixed-model baselines at every computational budget.

Cost-Aware Routing for Efficient Text-To-Image Generation Here we can clearly see how our adaptive routing consistently achieves a higher quality score than the fixed-model baselines at every computational budget

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:53:41.417341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 772f792b-f4bb-4642-8018-51d7f42ef1b0 · outbound

This paper cites Indeed, it makes use of the ground-truth quality labelyto make a routing decision.

Cost-Aware Routing for Efficient Text-To-Image Generation Indeed, it makes use of the ground-truth quality labelyto make a routing decision

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:53:41.402186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 62f2bbf6-e2f7-46e7-8fa5-7d1ace1332a1 · outbound

This paper cites Pseudo Numerical Methods for Diffusion Models on Manifolds.

Cost-Aware Routing for Efficient Text-To-Image Generation Pseudo Numerical Methods for Diffusion Models on Manifolds

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.549225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36064ff6-8088-46b2-87fa-c0e523b50f99 · outbound

This paper cites Examples are grouped by the three most frequently selected models: Infinity, Turbo, and FLUX-15.

Cost-Aware Routing for Efficient Text-To-Image Generation Examples are grouped by the three most frequently selected models: Infinity, Turbo, and FLUX-15

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:53:41.804278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3c5c32ff-e3f5-4852-a88e-573b0cad05a6 · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

Cost-Aware Routing for Efficient Text-To-Image Generation FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.498441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6970a9ba-a556-464c-8dad-f6421a0f239c · outbound

This paper cites Consistency Models.

Cost-Aware Routing for Efficient Text-To-Image Generation Consistency Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.720564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3f3ddde-6bca-4eaf-80e2-a8d09ce0d220 · outbound

This paper cites an unresolved cited work.

Cost-Aware Routing for Efficient Text-To-Image Generation Unresolved cited work

Reference 2022

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:53:41.817929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 36697830-0ea2-4620-a526-1a9b5719267f · outbound

This paper cites T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching.

Cost-Aware Routing for Efficient Text-To-Image Generation T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.564721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 815634e2-69f7-48b8-862f-8c514f1bedff · outbound

This paper cites Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis.

Cost-Aware Routing for Efficient Text-To-Image Generation Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.509108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de0dc7a0-55e4-412f-802e-77f6fea83c8d · outbound

This paper cites Make It Count: Text-to-Image Generation with an Accurate Number of Objects.

Cost-Aware Routing for Efficient Text-To-Image Generation Make It Count: Text-to-Image Generation with an Accurate Number of Objects

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:40.493097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.