Paper Citation Record · LEDGER

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models

As of 9 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2608.03057.

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

pith.paper-citation-record.v1
2608.03057 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T01:04:45.898453Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

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

46 of 46 outbound references displayed

verified exact1
verified fuzzy3
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2be73bdd-a93f-4c44-bd1d-f52f763a607a · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.765138Z

Source-reported events for the cited work

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

Observation 5b74a80e-9e74-4a5b-82fa-53b6f5ab358f · outbound

This paper cites PixArt-\Sigma: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models PixArt-\Sigma: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.691154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b054a39-8ca3-4691-b0b0-d6efee3d1af4 · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.750407Z

Source-reported events for the cited work

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

Observation c4f38c9f-4c16-4163-aec4-526441ec5192 · outbound

This paper cites Microsoft COCO Captions: Data Collection and Evaluation Server.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Microsoft COCO Captions: Data Collection and Evaluation Server

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.701478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba7f2b12-74a0-42c1-84ec-2e0f2981885c · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.736217Z

Source-reported events for the cited work

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

Observation 595fa727-0660-4526-bc26-17d1804ba8ca · outbound

This paper cites W.; and Keutzer, K.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models W.; and Keutzer, K

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:04:46.721207Z

Source-reported events for the cited work

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

Observation c36ff51d-5196-4c34-9e31-9693b212feee · outbound

This paper cites W.; and Keutzer, K.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models W.; and Keutzer, K

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:04:46.704914Z

Source-reported events for the cited work

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

Observation fa236c7c-e71d-4082-b43d-44e64fa57fd2 · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.689465Z

Source-reported events for the cited work

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

Observation 04db17ea-4882-4970-9c26-d5fb26d0e2c5 · outbound

This paper cites A Survey of Quantization Methods for Efficient Neural Network Inference.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models A Survey of Quantization Methods for Efficient Neural Network Inference

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.725654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a4528b6-bfda-44f7-99bd-8376bb68b31b · outbound

This paper cites E.; Yang, H.; and Ko, J.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models E.; Yang, H.; and Ko, J

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:04:46.674086Z

Source-reported events for the cited work

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

Observation f66a1710-726d-4d18-876d-d4bfd03df5ca · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.659538Z

Source-reported events for the cited work

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

Observation 7ac9b83b-64cb-40bc-893c-200112f04bcc · outbound

This paper cites PTQD: Accurate Post-Training Quantization for Diffusion Models.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models PTQD: Accurate Post-Training Quantization for Diffusion Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.740471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec5f8eb-8370-4bea-b314-9d6cc6e5f69f · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.645020Z

Source-reported events for the cited work

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

Observation 9cfae05f-45e1-464d-8d0e-a00332546dbe · outbound

This paper cites J.; Shen, Y.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; and Chen, W.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models J.; Shen, Y.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; and Chen, W

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.749478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb560694-e74e-4f90-9f69-4493bdc94bb3 · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.620129Z

Source-reported events for the cited work

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

Observation 408fba82-a22c-44c4-8363-9dd5239f0dec · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.605952Z

Source-reported events for the cited work

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

Observation 37aaca53-1674-4d18-9d8c-b2499547982e · outbound

This paper cites L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.762544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36ba0e0c-c361-4606-a608-1edecc59964c · outbound

This paper cites Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.767438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 665681d9-068a-48dc-92ff-80fa41c516e1 · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.591198Z

Source-reported events for the cited work

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

Observation 6a6f109f-6777-4932-ab4c-f1ba7d5b26d6 · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.577253Z

Source-reported events for the cited work

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

Observation 3fcd1867-65f9-4675-b557-3fd39cb07477 · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.781326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d0ec10e-7a53-4eb2-85d5-abc183599712 · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.559792Z

Source-reported events for the cited work

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

Observation fb7e349e-dc90-4f04-9975-b65050cd22bc · outbound

This paper cites MPQ-Diff: Mixed Precision Quantization for Diffusion Models.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models MPQ-Diff: Mixed Precision Quantization for Diffusion Models

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T01:04:46.201393Z

Source-reported events for the cited work

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

Observation dca2a9f6-1f73-4cec-9c02-a32b498f3022 · outbound

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

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.796747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a73d6ff-bcff-4ed8-af32-8532345320ef · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.801604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9fe1eba-1bfb-4b28-a786-99e236942b95 · outbound

This paper cites Adversarial Diffusion Distillation.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Adversarial Diffusion Distillation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.806210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 122e5658-c42a-49a3-8bc3-4d7804494c91 · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.531542Z

Source-reported events for the cited work

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

Observation 59d44aed-1f3d-4a41-b170-7b8100ba813b · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.516409Z

Source-reported events for the cited work

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

Observation cfc0770c-9ae3-43a8-a612-4b67a88a5c5e · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.501868Z

Source-reported events for the cited work

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

Observation bc345f29-3795-40bd-9b07-a85bf2138796 · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.485804Z

Source-reported events for the cited work

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

Observation 928a818f-5e6b-49ca-8dee-930da3ce7d7e · outbound

This paper cites A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.828796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b3c0bb9-e3a6-44b0-8076-2adee61eaddc · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.470987Z

Source-reported events for the cited work

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

Observation 06dbf791-c97b-40de-b774-560817a90305 · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.456455Z

Source-reported events for the cited work

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

Observation 90d7497c-eb41-4c67-a4cc-a6253c648e16 · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.440769Z

Source-reported events for the cited work

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

Observation b8a42ac4-7e07-422d-9963-e21499891b1b · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.425554Z

Source-reported events for the cited work

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

Observation e75ead23-afec-4fe9-b6b8-1ab4c855a1c1 · outbound

This paper cites A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.853021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96062e9e-dabb-4abd-8f5a-86a565be7408 · outbound

This paper cites Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient Training.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient Training

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-08T01:04:46.122681Z

Source-reported events for the cited work

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

Observation fa6b8cc7-736b-438c-800c-e2a3dda8956f · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.409720Z

Source-reported events for the cited work

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

Observation 3f383d3a-59e1-4193-8286-0757af299d14 · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.395335Z

Source-reported events for the cited work

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

Observation 71d05634-a20b-4ba5-8f30-b0e4e1086d5e · outbound

This paper cites SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.870826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c81511d2-9f27-4415-abd4-86b898219107 · outbound

This paper cites BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.875286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd350135-7752-4c02-986d-8013a40ea7db · outbound

This paper cites Efficient Quantization Strategies for Latent Diffusion Models.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Efficient Quantization Strategies for Latent Diffusion Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.880234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3720f38-00b6-481e-880c-02cbd308a49b · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.885155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe47b78e-a71b-47ca-8cdf-9d07e44ac4e9 · outbound

This paper cites ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.889554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 156e3252-2f79-49f3-835d-d6a505304520 · outbound

This paper cites an unresolved cited work.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:04:46.381384Z

Source-reported events for the cited work

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

Observation 823087cd-e418-4b52-8ba8-efe7e4d4b022 · outbound

This paper cites BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models.

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T01:04:45.898453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.