Paper Citation Record · LEDGER

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner

As of 14 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2412.10533.

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

pith.paper-citation-record.v1
2412.10533 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:56:59.884771Z

measured 52 of 52 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 2026-05-19T08:02:10.321954Z

Reference resolution

51 of 51 outbound references displayed

verified exact0
verified fuzzy20
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 59bbd1ae-a2aa-4e20-a7d3-d2373a329493 · outbound

This paper cites Frozen in time: A joint video and image encoder for end-to-end retrieval.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Frozen in time: A joint video and image encoder for end-to-end retrieval

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.708772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2da0f429-201e-4bbc-b52f-3584b8011976 · outbound

This paper cites Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.712836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47ccf589-3e8c-4a81-a250-70e485f63dcb · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.716910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a36975d0-24fe-4705-82b5-f943b630e39b · outbound

This paper cites Align your latents: High-resolution video synthesis with la- tent diffusion models.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Align your latents: High-resolution video synthesis with la- tent diffusion models

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.386952Z

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 39352f1e-6020-4f50-93e1-e8d983bde9e4 · outbound

This paper cites In- structpix2pix: Learning to follow image editing instructions.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner In- structpix2pix: Learning to follow image editing instructions

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.724691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c507006-2423-4db7-a323-9863727f7743 · outbound

This paper cites Video generation models as world simulators,.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Video generation models as world simulators,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.728227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19a02f93-75f1-43c3-a073-e295672d3991 · outbound

This paper cites Emerg- ing properties in self-supervised vision transformers.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Emerg- ing properties in self-supervised vision transformers

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.363853Z

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 b90e1452-3a61-48ec-8aca-a7dcaaf71de6 · outbound

This paper cites Panda-70m: Captioning 70m videos with multiple cross-modality teachers, 2024.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Panda-70m: Captioning 70m videos with multiple cross-modality teachers, 2024

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.352581Z

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 1ad3085a-95b8-41f1-b6ef-dbf825b5011b · outbound

This paper cites Subject-driven Text-to-Image Generation via Apprenticeship Learning.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Subject-driven Text-to-Image Generation via Apprenticeship Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.739929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de93377e-56ca-4595-afec-b447c7392da1 · outbound

This paper cites AnyDoor: Zero-shot Object-level Image Customization.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner AnyDoor: Zero-shot Object-level Image Customization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.743465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98d16545-fab3-48ce-9904-a5a0de3c467c · outbound

This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.747211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9daad35-7f56-459e-83d2-4af4696b8dda · outbound

This paper cites An image is worth one word: Personalizing text-to-image gener- ation using textual inversion.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner An image is worth one word: Personalizing text-to-image gener- ation using textual inversion

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.334812Z

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 1c6d2022-1679-4b6c-ad95-00f8dd4db59d · outbound

This paper cites Photorealistic video generation with diffusion models.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Photorealistic video generation with diffusion models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.323368Z

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 1a2aa6c9-2160-4eae-9379-631fb3845d01 · outbound

This paper cites Classifier-free diffusion guidance.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Classifier-free diffusion guidance

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.757231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87563d6d-011a-4ccf-b66f-8fceb9f4dd53 · outbound

This paper cites Imagen Video: High Definition Video Generation with Diffusion Models.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Imagen Video: High Definition Video Generation with Diffusion Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.760051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5225c12-bf47-4636-b644-ba3ba1acf683 · outbound

This paper cites Vbench: Com- prehensive benchmark suite for video generative models,.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Vbench: Com- prehensive benchmark suite for video generative models,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.763446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6448f32a-29d8-44cf-a834-14cb6e323c87 · outbound

This paper cites Videobooth: Diffusion-based video generation with image prompts.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Videobooth: Diffusion-based video generation with image prompts

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.300238Z

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 9b7c4109-6273-4269-836a-ad3c8baaf761 · outbound

This paper cites Auto-Encoding Variational Bayes.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Auto-Encoding Variational Bayes

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.769753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50558660-b6e4-4882-ba4c-733cb2f67264 · outbound

This paper cites VideoPoet: A Large Language Model for Zero-Shot Video Generation.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner VideoPoet: A Large Language Model for Zero-Shot Video Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.773238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 633e40d1-d54a-4ff4-9af5-814284aae0de · outbound

This paper cites Multi-Concept Customization of Text-to-Image Diffusion.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Multi-Concept Customization of Text-to-Image Diffusion

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.776657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f922097-c920-4097-bf7d-78921a88ae39 · outbound

This paper cites Multi-concept customization of text-to-image diffusion.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Multi-concept customization of text-to-image diffusion

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.289833Z

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 d11d5300-00fa-4a67-be32-82579b415bdd · outbound

This paper cites Flux, 2024.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Flux, 2024

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.784156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d95009a3-d759-4854-8e37-0299f77eafaa · outbound

This paper cites Luma dream machine, 2024.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Luma dream machine, 2024

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.272606Z

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 e1e03782-b62d-45ab-b5e6-2e7bb7fc09c9 · outbound

This paper cites Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuning.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.791130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6e1cda3-4448-4b27-a6da-8eb19ecb3b51 · outbound

This paper cites Dinov2: Learning robust visual features with- out supervision, 2024.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Dinov2: Learning robust visual features with- out supervision, 2024

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.261606Z

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 4b479e08-728f-4663-b945-eddc8005300b · outbound

This paper cites Kosmos-G: Generating Images in Context with Multimodal Large Language Models.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Kosmos-G: Generating Images in Context with Multimodal Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.798517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40c450c9-ddfe-44be-afe6-d3d52000a588 · outbound

This paper cites Sdxl: Improving latent diffusion models for high-resolution image synthesis.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Sdxl: Improving latent diffusion models for high-resolution image synthesis

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.250736Z

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 5e08c81f-3c88-4e61-860c-d37d401936bd · outbound

This paper cites Movie Gen: A Cast of Media Foundation Models.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Movie Gen: A Cast of Media Foundation Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.806149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 158342f1-584f-4a33-843f-9cb45ecf18c3 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Learning transferable visual models from natural language supervi- sion

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.240382Z

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 b73b69ad-680a-4ed4-9775-650c7037ff28 · outbound

This paper cites Zero-shot text-to-image generation.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Zero-shot text-to-image generation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.230002Z

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 559d896d-e333-4552-ba5c-dea380914e72 · outbound

This paper cites Grounded sam: Assembling open-world models for diverse visual tasks,.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Grounded sam: Assembling open-world models for diverse visual tasks,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.816893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a12b6b9-2fdc-411d-8db7-aa32eda2861e · outbound

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

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner High-resolution image synthesis with latent diffusion models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.820341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8414ba3-8c42-49b0-b472-3d24bee5d2c6 · outbound

This paper cites Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.207888Z

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 21ce158a-a063-4d99-b97b-da9aa34c843b · outbound

This paper cites Gen-3 alpha, 2024.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Gen-3 alpha, 2024

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.198475Z

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 5491f2eb-6d4a-4dbb-bd1b-04c6b0d53833 · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Photorealistic text-to-image diffusion models with deep language understanding

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.830494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db47afd9-34be-4b37-9adb-275cf0cb64e5 · outbound

This paper cites InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.834021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2571f636-ea87-4d93-a27c-5cc3282ffd47 · outbound

This paper cites Make-a-video: Text-to-video generation without text-video data.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Make-a-video: Text-to-video generation without text-video data

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.182057Z

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 140dc4fc-bdbf-4cee-8409-0842352a484e · outbound

This paper cites Vidu-1.5, 2024.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Vidu-1.5, 2024

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.171942Z

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 74d9c82e-6976-4601-90e8-36461d81ec3a · outbound

This paper cites Raft: Recurrent all-pairs field transforms for optical flow.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Raft: Recurrent all-pairs field transforms for optical flow

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.844534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b31fab30-08df-4b24-a023-d72695fb7a04 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.847951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cbef5c0-658a-4364-9608-70e79551bd21 · outbound

This paper cites LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.851385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2773f20a-be5a-40e7-b5f4-45f16055ae43 · outbound

This paper cites Internvid: A large-scale video-text dataset for multimodal understanding and generation.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Internvid: A large-scale video-text dataset for multimodal understanding and generation

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.155337Z

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 db47e8a1-1982-4929-bca5-aa81b5b3b573 · outbound

This paper cites ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.857766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aca6d5a6-5ab2-4d32-9675-11172a53646f · outbound

This paper cites Dreamvideo: Composing your dream videos with customized subject and motion.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Dreamvideo: Composing your dream videos with customized subject and motion

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.144278Z

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 c9b27005-25cd-49eb-8902-43ac6720a73d · outbound

This paper cites DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.864206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5621611e-500a-407e-ae53-d9bc6eaf7c1a · outbound

This paper cites Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.867818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5ab495c-cb78-4a2b-9de3-372923b1b56c · outbound

This paper cites DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.870792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f4d8f0a-e63a-4cdb-ba46-260d45622ead · outbound

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

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.874312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e2374a1-e3d0-4798-a079-795cecbda668 · outbound

This paper cites Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T15:56:59.877924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a35599c-b16c-48cb-aa01-978009ec18a0 · outbound

This paper cites Cus- tomization assistant for text-to-image generation.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Cus- tomization assistant for text-to-image generation

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.127398Z

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 0690ad41-8ad0-4b17-a153-70a55b4b9120 · outbound

This paper cites pencil drawing drawn by a hand.

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner pencil drawing drawn by a hand

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:57:00.116346Z

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.

Pith citing papers

Observation 4fa29253-1ce0-4f96-9a5e-93e646f1a396 · inbound

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

SynMotion: Semantic-Visual Adaptation for Motion Customized Video Generation SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner

Reference 110

Resolution: verified exact; arxiv_id, observed 2026-05-19T08:02:10.325181Z

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.