Paper Citation Record · LEDGER

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing

As of 18 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 2 inbound Pith citation observations for arXiv:2411.08196.

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

pith.paper-citation-record.v1
2411.08196 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T21:59:14.612235Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T19:54:51.655341Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T07:31:25.877759Z

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy6
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0f998402-0444-4cf6-b01f-fad2e8b9dbd8 · outbound

This paper cites GPT-4 Technical Report.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.540650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6401fd2-43f6-452e-9d9e-0b327cd0c6f5 · outbound

This paper cites smile" in the unseenS′ will be equivalent to directly changing the real image semantic inS with the direction of.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing smile" in the unseenS′ will be equivalent to directly changing the real image semantic inS with the direction of

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:59:14.967892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 87d2cdf9-c58b-4204-8096-40a392451817 · outbound

This paper cites Answer only in yes or no, does the second image reflect a gradual change of [edit feature] compared to the first image?.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Answer only in yes or no, does the second image reflect a gradual change of [edit feature] compared to the first image?

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:59:14.924919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0dccd648-f134-469d-acc5-2015b43535b1 · outbound

This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.559337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7c7f71e-d8eb-4444-9a9f-21452d1a91be · outbound

This paper cites Towards a Definition of Disentangled Representations.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Towards a Definition of Disentangled Representations

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.562771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57282a8d-329b-45b6-ab74-8e15224124b6 · outbound

This paper cites Diffusion Models already have a Semantic Latent Space.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Diffusion Models already have a Semantic Latent Space

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.569521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7976d5b-9128-4446-bdba-cdd0cebcdb34 · outbound

This paper cites Linguistic Knowledge and Transferability of Contextual Representations.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Linguistic Knowledge and Transferability of Contextual Representations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.573052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c23126-d00a-4541-8fda-b4f058f99064 · outbound

This paper cites Latte: Latent Diffusion Transformer for Video Generation.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Latte: Latent Diffusion Transformer for Video Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.576530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cdfcc71-2a02-4194-8a68-63b4c14bf79e · outbound

This paper cites DreamFusion: Text-to-3D using 2D Diffusion.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing DreamFusion: Text-to-3D using 2D Diffusion

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.580169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3793b4c4-ba07-4319-ab51-3fd65c130b10 · outbound

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

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.583494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a039707b-8922-4220-b90e-5fc6deb7ab3e · outbound

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

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing U-net: Convolutional networks for biomedical image segmentation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:59:14.978553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 99ef2ffb-c24f-4da2-935e-968bd97f3843 · outbound

This paper cites Exploring Diffusion Time-steps for Unsupervised Representation Learning.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Exploring Diffusion Time-steps for Unsupervised Representation Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.590098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b85562b9-b5b8-40fa-a98b-dea33350f466 · outbound

This paper cites Faster Diffusion via Temporal Attention Decomposition.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Faster Diffusion via Temporal Attention Decomposition

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.593454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43aa9ac2-8c9e-469f-b40d-2f6ce026f449 · outbound

This paper cites an unresolved cited work.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:59:14.956817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bf50089a-df81-4a2e-b9cf-47f39ec76968 · outbound

This paper cites ˆz is the intermidiate embedding in the iterative loop, which is updated followingz′ =z′−η∇θLDDS, whereη is the update stepsize.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing ˆz is the intermidiate embedding in the iterative loop, which is updated followingz′ =z′−η∇θLDDS, whereη is the update stepsize

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:59:14.946903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b0323d61-663c-454b-8bc3-32f17339e2b3 · outbound

This paper cites stabilityai/stable-diffusion-3-medium-diffusers.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing stabilityai/stable-diffusion-3-medium-diffusers

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:59:14.935748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f8791cc7-cae2-46b9-b8a1-90a1bb3439ca · outbound

This paper cites a<color>< object>.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing a<color>< object>

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:59:14.912617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation baa2fe30-058e-4e26-83bb-17b7cf7883dc · outbound

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

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing DiffEdit: Diffusion-based semantic image editing with mask guidance

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.552477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f41cd1f-7809-4698-a1af-68649b362277 · outbound

This paper cites Isometric Representation Learning for Disentangled Latent Space of Diffusion Models.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Isometric Representation Learning for Disentangled Latent Space of Diffusion Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.556215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 388332ab-8198-4d8d-95d4-137cf81a6e28 · outbound

This paper cites Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.566359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27a03f71-272a-42f2-b6fb-79e0632f6e09 · outbound

This paper cites Understanding disentangling in $\beta$-VAE.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Understanding disentangling in $\beta$-VAE

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.544700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1df00a6-61b5-4d0b-942e-65c0c9fee9b0 · outbound

This paper cites What Does BERT Look At? An Analysis of BERT's Attention.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing What Does BERT Look At? An Analysis of BERT's Attention

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:14.548915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e1a2249b-e2a0-4eec-9284-41601d63602b · inbound

Why Do DiT Editors Drift? Plug-and-Play Low Frequency Alignment in VAE Latent Space cites this paper.

Why Do DiT Editors Drift? Plug-and-Play Low Frequency Alignment in VAE Latent Space Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:31:25.880888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 66afe38c-c1d6-42aa-8c1a-2f9770b5ed0b · inbound

UniNDM: A Unified Noise-driven Detection and Mitigation Framework Against Sexual Content in Text-to-Image Generation cites this paper.

UniNDM: A Unified Noise-driven Detection and Mitigation Framework Against Sexual Content in Text-to-Image Generation Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T19:54:51.655341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.