Paper Citation Record · LEDGER

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training

As of 14 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2412.15646.

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

pith.paper-citation-record.v1
2412.15646 v2

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:17:53.146389Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T07:59:49.398271Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T08:02:10.516800Z

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy1
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4c27bd3b-b08d-453e-a035-19d213cab3d9 · outbound

This paper cites AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning.

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:53.060424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46614489-217e-4cc5-98cc-44c1bf40a49f · outbound

This paper cites Classifier-Free Diffusion Guidance.

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training Classifier-Free Diffusion Guidance

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:53.066173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be14b328-e83a-4b8d-9793-7fa84e72e9e0 · outbound

This paper cites In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1931–1941.

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1931–1941

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:17:53.486607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a5d2c077-68fd-4dec-8c93-bb0657f117a3 · outbound

This paper cites Motion Inversion for Video Customization.

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training Motion Inversion for Video Customization

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:53.122808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bef61712-d8e0-461c-94d3-340f8a7deeed · outbound

This paper cites Test-Time Training on Video Streams.

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training Test-Time Training on Video Streams

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:53.131616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad1963c2-795c-4040-9e5c-dcecad1611f0 · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:53.140017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9caab7f5-a01d-4655-9646-46af5c35fc0a · outbound

This paper cites Inserting Anybody in Diffusion Models via Celeb Basis.

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training Inserting Anybody in Diffusion Models via Celeb Basis

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:53.146389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc55c11e-871d-458e-be0d-4f7d449dd85c · outbound

This paper cites UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild.

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:53.108389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eef2b11-0c08-4752-bbaa-cea1a36a5ea7 · outbound

This paper cites The 2017 DAVIS Challenge on Video Object Segmentation.

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training The 2017 DAVIS Challenge on Video Object Segmentation

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:53.094176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0009d3e3-9468-4ec2-bbc3-b1d7a06fa6f0 · outbound

This paper cites Tent: Fully Test-time Adaptation by Entropy Minimization.

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training Tent: Fully Test-time Adaptation by Entropy Minimization

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:53.115363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 655be8e0-4b2d-4e0c-be14-4de80f94c18e · outbound

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

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training LoRA: Low-Rank Adaptation of Large Language Models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:53.072050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d05e111-6b32-4f80-baee-c61944d48085 · outbound

This paper cites An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion.

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:53.054568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9eadc2e1-a774-4525-b369-52bc25dc85b7 · outbound

This paper cites VideoCrafter1: Open Diffusion Models for High-Quality Video Generation.

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training VideoCrafter1: Open Diffusion Models for High-Quality Video Generation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:53.048450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc958529-9eec-4332-8d38-10a0b117e966 · outbound

This paper cites Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models.

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:53.100707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation fda19313-3569-4aa4-944e-d05cd6894c04 · inbound

SynMotion: Semantic-Visual Adaptation for Motion Customized Video Generation cites this paper.

SynMotion: Semantic-Visual Adaptation for Motion Customized Video Generation CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-19T08:02:10.538700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.