Pith. sign in

Paper Citation Record · LEDGER

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference

As of 4 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2605.08835.

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

pith.paper-citation-record.v1
2605.08835 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T02:29:47.118057Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

15 of 15 outbound references displayed

  • verified exact1
  • verified fuzzy14
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e1905950-4806-4b97-9155-ce30d475d8a9 · outbound

This paper cites Non-uniform timestep sampling: Towards faster diffusion model training.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference Non-uniform timestep sampling: Towards faster diffusion model training

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:55.981448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:58cbc68d0c6b0978988030a08c34fa64757cec7d6efabed4d9dedd7d285d1437

Observation 2073e85b-5cbc-4614-8db7-8641e3326603 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference High-resolution image synthesis with latent diffusion models

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:55.995012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:d8bf1dcc07a69cd99af6f6ec5968ed49ba44d720d93c6f04dda313070187cae4

Observation ee5c816d-3a18-4a6a-8492-5a1708c2ac78 · outbound

This paper cites Distributed and controllable mobile text-to- image generation with user preference guarantee.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference Distributed and controllable mobile text-to- image generation with user preference guarantee

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:55.985580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:03d515c5838b2566db4f877992608d17473ecb38c3bda950f0a3a2c1a85f6dfd

Observation f051be95-19b7-465f-b06a-47b488ca261a · outbound

This paper cites Q-refine: A perceptual quality refiner for ai-generated image.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference Q-refine: A perceptual quality refiner for ai-generated image

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:55.991171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:7e193cc16dc68af5613f31f447fdc91b8c7d54c4fb3b231ba0575a653b45b47c

Observation 967513d8-3c26-4ed6-b79b-c11412f7ad66 · outbound

This paper cites Deepcache: Accelerating diffusion models for free.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference Deepcache: Accelerating diffusion models for free

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:55.999429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:c36a21e7b827ac6f53e76c89ab03a1ebad28be1c139e8b792c1b022b2d4dcad6

Observation 883b6063-f567-4520-a1eb-b707a5c69f19 · outbound

This paper cites Approximate caching for efficiently serving Text-to- Image diffusion models.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference Approximate caching for efficiently serving Text-to- Image diffusion models

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:56.009424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:44fdbb9c4f559d7228522ba9107ed837f40e17f256426f26f0f3e13609b3696b

Observation fe0f3db5-cc6d-4d8b-8ee5-be9656cd54db · outbound

This paper cites Characterizing and scheduling of diffusion process for text-to-image generation in edge networks.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference Characterizing and scheduling of diffusion process for text-to-image generation in edge networks

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:56.004824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:8bcceffd34158c515ddcf96da8656d31a6c974e887093da1ad1b154790dd5a25

Observation 4aa62469-6f99-4a5e-b397-1a60578bf973 · outbound

This paper cites Taming throughput-latency tradeoff in LLM inference with sarathi-serve.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference Taming throughput-latency tradeoff in LLM inference with sarathi-serve

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:56.014458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:d25a21769a736b7a31ce0b63843b842c302e165d386fb797b4a39ea0aeebcc7f

Observation 0dcdea22-a650-40ab-85d8-8ad496e4f27c · outbound

This paper cites Adaptive on-device model update for responsive video analytics in adverse environments.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference Adaptive on-device model update for responsive video analytics in adverse environments

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:55.970708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:9a450a5741efec6fe2a7ad470b0039169a08318365ba6fd385c9937e629f25ee

Observation 7a381141-add4-4fd6-8e64-783972327d0d · outbound

This paper cites Networked edge resource orchestration for mobile ai-generated content services.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference Networked edge resource orchestration for mobile ai-generated content services

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:55.975288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:31be944828e49d001c4cfcb495de6e2eb8adb11198952f0cb204f24119493e30

Observation f47515dc-d0a8-465a-b822-f5124b10b950 · outbound

This paper cites Dinov2: Learning robust visual features without supervision.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference Dinov2: Learning robust visual features without supervision

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:55.962335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:6303f6837be0fc14b7c9b7144e7f25f54e1fdc822d5c39585c5d4316148de4ea

Observation aa925981-4b57-491d-9ec1-ff44477a18d8 · outbound

This paper cites Text-to-image diffusion models are ai-generated image quality scorers.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference Text-to-image diffusion models are ai-generated image quality scorers

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:55.966528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:d0f56774a54adbb689a889ec63c60d6d29176dc8951d22a9175d8a5fab657c48

Observation 7ad8a1d3-c56a-4815-8747-e0093cbab68c · outbound

This paper cites Diffusiondb: A large-scale prompt gallery dataset for text-to-image generative models.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference Diffusiondb: A large-scale prompt gallery dataset for text-to-image generative models

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:55.957852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:89746107c30bcac47cfa7cd2b4278fb9a7ac77bb6703214fdd73028521c06acc

Observation 9fe65111-7117-4f18-aea0-7fbe514ffca6 · outbound

This paper cites InstGenIE: Generative Image Editing Made Efficient with Mask-aware Caching and Scheduling.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference InstGenIE: Generative Image Editing Made Efficient with Mask-aware Caching and Scheduling

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:36:35.581348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:df78b7812fe8c88f6307781d482d013689ba7fe23ee87b71d18013acd100ac51

Observation 3812edb0-08e3-4aa8-847f-bc727cf5fc12 · outbound

This paper cites Clipscore: A reference-free evaluation metric for image captioning.

SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference Clipscore: A reference-free evaluation metric for image captioning

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:36:55.952745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:29:47.118057Z digest=sha256:00dc980f66dbf1127bfcb4a10f95f116ae9e9b1d6a2f8b4143d87bfe3811be76

Pith citing papers

No inbound Pith citation observations are available.