Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T20:12:53.290543Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 4 inbound Pith citation observations for arXiv:2412.05980.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T20:12:53.290543Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:50:36.370050Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T11:26:31.434484Z
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 28ef925d-7cff-4a24-8e0d-7129dfeb191b · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation https://civitai.com/
Reference 1
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 8d5e52b6-4b9e-45d9-a35d-ccdea4fd2e48 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation https://tongyi.aliyun.com/ , 2024
Reference 2
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 de2f3fc7-e1e4-4382-8d82-547d11736cd0 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Aesthetic predictor
Reference 3
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 354b1009-cbda-4f8d-9731-c021f599a64e · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation In- structpix2pix: Learning to follow image editing instructions
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50294777-ed8f-48b5-ab13-e6dcd8962946 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation LivePhoto: Real Image Animation with Text-guided Motion Control
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4316c64d-c178-4348-848d-d560b4dd2371 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b1ba8b2-4701-4ebd-8603-9c571ec4464c · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Idguard: Ro- bust, general, identity-centric poi proactive defense against face editing abuse
Reference 7
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 e26178d6-2855-4ebb-89f8-8c97df6748cd · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Arcface: Additive angular margin loss for deep face recognition
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb791d53-44a0-4df7-a035-0fc67dacddb6 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Restricted black-box adversarial attack against deepfake face swapping
Reference 9
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 1034d92a-e923-4c12-8f30-85080475e9fa · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f33aaf22-77e5-4b41-9d73-6b510a4cb877 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c21ed5d5-6d3d-406c-8e82-d65ae5796129 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation ID-Animator: Zero-Shot Identity-Preserving Human Video Generation
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5276af54-3b7d-4dac-88aa-261741b9ee05 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Prompt-to-Prompt Image Editing with Cross Attention Control
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b12073a-aeda-4fa8-a6dd-3c2097348766 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Denoising dif- fusion probabilistic models
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1c923e6-a421-4b9e-9ba7-9b7bc77184dd · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation LoRA: Low-Rank Adaptation of Large Language Models
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 554f4d57-9eaa-4f32-ba1e-6a77225c6b85 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Animate anyone: Consistent and controllable image- to-video synthesis for character animation
Reference 16
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 f7454322-59a2-493d-be31-a7a5f0361e74 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Multi-concept customization of text-to-image diffusion
Reference 17
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 523c4bd6-0b22-47c0-9956-0d4a3312b817 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Photomaker: Customizing re- alistic human photos via stacked id embedding
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56aa5ebc-3c0c-4a73-af4d-f7b485550643 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d1b45e3-90d1-4254-a4ec-b10cf53618fa · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Towards Deep Learning Models Resistant to Adversarial Attacks
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 016a8bcf-0fac-4086-8abc-620cf58cb20b · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Realcus- tom++: Representing images as real-word for real-time cus- tomization
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5392b1f-2522-4506-9ccd-4eb768d352ee · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Scalable diffusion models with transformers
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61799247-177b-4f7c-893b-86b0cdf5b158 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation DreamFusion: Text-to-3D using 2D Diffusion
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a02938dd-737b-4094-a7e5-a64ad79be905 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Scal- able universal adversarial watermark defending against fa- cial forgery
Reference 24
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 1da8818b-bd88-4a61-90d8-e5c8819f948e · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Learning transferable visual models from natural language supervision, 2021
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6735a0d-87b0-4ea5-ab1d-f0e5da3de9ef · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation High-resolution image syn- thesis with latent diffusion models, 2021
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5b566fa-5582-46ce-979e-89ebf8ac50d3 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation
Reference 27
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 3aa7dd27-7000-4ba4-bd9c-90908a02ffeb · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Raising the Cost of Malicious AI-Powered Image Editing
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61d5ca2f-e710-45f6-a768-cc2ff6bea09b · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Glaze: Protecting artists from style mimicry by {Text-to-Image} models
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 700d3eec-4bbe-46f1-9352-8d42504b1f4d · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Denoising Diffusion Implicit Models
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df4fbd9f-b1b0-473e-bdef-5efebcf4a4fe · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Stable diffusion reference implementa- tion, 2023
Reference 31
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 c9f6cba9-d93c-490b-941e-0541f54908ee · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation EMO: Emote Portrait Alive -- Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3eba7005-49ab-4c6b-bc93-af855d8235c9 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Anti-dreambooth: Pro- tecting users from personalized text-to-image synthesis
Reference 33
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 e2724fac-150e-42a9-84f2-fb120119eb63 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Simac: A simple anti-customization method for pro- tecting face privacy against text-to-image synthesis of diffu- sion models
Reference 34
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 c7055f8a-d303-4df5-a7b0-3b4d7d30c19e · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Ex- ploring clip for assessing the look and feel of images
Reference 35
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 e71b9989-e6d3-4d43-92a9-7f5f910aacb2 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation InstantID: Zero-shot Identity-Preserving Generation in Seconds
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ec2c180-755f-4eff-83bb-81b14494195c · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55cec54c-7fab-43e1-ad2a-54304ac894b8 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation X-portrait: Expressive portrait anima- tion with hierarchical motion attention
Reference 38
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 337a9e5e-75cb-463d-aed8-73294fc54f03 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Magicanimate: Temporally consistent human im- age animation using diffusion model
Reference 39
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 79e3c455-9b2e-46ba-8511-2e668fa26d48 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e30784d-cb56-41e2-ac79-8e689bec7d89 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation DUAW: Data-free Universal Adversarial Watermark against Stable Diffusion Customization
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74be001f-76d3-4204-9c26-b6823fb4feba · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ccdf2c1-453a-46ab-9e74-e994ba8fbdc9 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Ssr-encoder: Encoding selective subject representation for subject-driven generation
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b57dd3d-039f-437b-a4bb-ceacf895d9d9 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2388271-30a2-46b8-a029-2ce773365821 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Stable-Hair: Real-World Hair Transfer via Diffusion Model
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a79dcbd-4be2-453e-89e5-8372b3e65bca · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Understanding and improving adversarial attacks on latent diffusion model
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a46be73-8286-4bc2-9d12-15e00dffcd54 · outbound
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation For human body and face-driven tasks, we calculated quantitative metrics across all frames
Reference 47
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 0f284042-cb4c-46d4-a837-11f23045e156 · inbound
IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42c208bc-c5c7-46c1-930e-a4892857bd1b · inbound
Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9c24411-cc17-4536-81d1-8c72b7968e79 · inbound
LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2911789-b041-4db1-b350-a10d158acfb4 · inbound
RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation
Reference 44
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.