IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation | Paper Citation Record

Observation 158878bb-2764-4cb4-bc92-b4db6567b7a6 · outbound

This paper cites A morphable model for the synthesis of 3d faces.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation A morphable model for the synthesis of 3d faces

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Observation 54dc6a8c-bd38-49c6-92c4-6b7f186af7da · outbound

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

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 2

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Observation 29a8aa5a-91fc-4ec1-bdb9-454dee1a07d5 · outbound

This paper cites A no reference image blur detection using cu- mulative probability blur detection (cpbd) metric.Interna- tional Journal of Science and Modern Engineering, 1(5),.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation A no reference image blur detection using cu- mulative probability blur detection (cpbd) metric.Interna- tional Journal of Science and Modern Engineering, 1(5),

Reference 3

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Observation e4abc6e1-f003-421a-9047-bc0b296d80f9 · outbound

This paper cites Crema-d: Crowd-sourced emotional multimodal actors dataset.IEEE transactions on affective computing, 5(4):377–390, 2014.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Crema-d: Crowd-sourced emotional multimodal actors dataset.IEEE transactions on affective computing, 5(4):377–390, 2014

Reference 4

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Observation 22e9ea92-5e1f-41fa-8633-8fe1fa90e322 · outbound

This paper cites Echomimic: Lifelike audio-driven portrait animations through editable landmark conditions.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Echomimic: Lifelike audio-driven portrait animations through editable landmark conditions

Reference 5

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Observation 12454229-ab24-45cb-92d3-ac8b8d3a7b10 · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

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Observation 899595d1-4933-4ae9-9dbc-dee115267ad7 · outbound

This paper cites Out of time: auto- mated lip sync in the wild.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Out of time: auto- mated lip sync in the wild

Reference 7

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Observation 54d5e6ca-0fb2-4633-ad75-d2ef26479d5b · outbound

This paper cites VoxCeleb2: Deep Speaker Recognition.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation VoxCeleb2: Deep Speaker Recognition

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Observation 49b7f15e-7bf3-4ab7-8cb5-9e5594e07e6d · outbound

This paper cites Hallo2: Long-duration and high-resolution audio-driven portrait im- age animation.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Hallo2: Long-duration and high-resolution audio-driven portrait im- age animation

Reference 9

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Observation abc18808-f875-4add-af7c-f0872658280c · outbound

This paper cites Arcface: Additive angular margin loss for deep face recognition.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Arcface: Additive angular margin loss for deep face recognition

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Observation faa24f3c-407e-4809-b3b2-906bb85cf988 · outbound

This paper cites Generative adversarial networks.Commu- nications of the ACM, 63(11):139–144, 2020.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Generative adversarial networks.Commu- nications of the ACM, 63(11):139–144, 2020

Reference 11

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Observation 1732ee76-5d22-4a22-af68-2e08474b8a90 · outbound

This paper cites Generative adversarial nets.Advances in neural information processing systems, 27, 2014.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Generative adversarial nets.Advances in neural information processing systems, 27, 2014

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Observation d3510382-f6c7-4375-a2e5-5839afc77837 · outbound

This paper cites Generalized procrustes analysis.Psychome- trika, 40(1):33–51, 1975.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Generalized procrustes analysis.Psychome- trika, 40(1):33–51, 1975

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Observation 91e3457b-b9d6-41af-917f-f184338a3d7b · outbound

This paper cites Animatediff: Animate your personalized text- to-image diffusion models without specific tuning.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Animatediff: Animate your personalized text- to-image diffusion models without specific tuning

Reference 14

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Observation ac4ba313-a31d-47e7-bbf2-21b0a158f264 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.Advances in neural information processing systems, 30, 2017.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Gans trained by a two time-scale update rule converge to a local nash equilib- rium.Advances in neural information processing systems, 30, 2017

Reference 15

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Observation 9cb31306-7fc8-4cac-8e1d-f619742ab85f · outbound

This paper cites Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020

Reference 16

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Observation 825201cf-afaa-4dc9-b08b-227329b464f9 · outbound

This paper cites Long short-term memory.Neural computation, 9(8):1735–1780, 1997.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Long short-term memory.Neural computation, 9(8):1735–1780, 1997

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Observation f1ec6658-00a4-4536-b232-d4c3684102b6 · outbound

This paper cites A multiresolution 3d morphable face model and fitting framework.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation A multiresolution 3d morphable face model and fitting framework

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Observation 86b0bb51-247f-4be6-b50b-23564fcd333a · outbound

This paper cites Eamm: One-shot emotional talking face via audio-based emotion-aware motion model.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Eamm: One-shot emotional talking face via audio-based emotion-aware motion model

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Observation 1324c729-c8a7-4d03-9a81-5639a3c0ff12 · outbound

This paper cites Sonic: Shifting focus to global au- dio perception in portrait animation.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Sonic: Shifting focus to global au- dio perception in portrait animation

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Observation c65b835d-a955-46ef-ab41-04cc87cc4e8a · outbound

This paper cites Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency

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Observation c0de5e89-5438-4e5c-b229-753cc5c940f6 · outbound

This paper cites Modular primitives for high-performance differentiable rendering.ACM Transac- tions on Graphics (ToG), 39(6):1–14, 2020.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Modular primitives for high-performance differentiable rendering.ACM Transac- tions on Graphics (ToG), 39(6):1–14, 2020

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Observation 87a6e748-6fea-43b1-9e31-d89be474d3d0 · outbound

This paper cites LatentSync: Taming Audio-Conditioned Latent Diffusion Models for Lip Sync with SyncNet Supervision.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation LatentSync: Taming Audio-Conditioned Latent Diffusion Models for Lip Sync with SyncNet Supervision

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Observation 958d26e1-4378-4c3c-b3a8-3964269a2059 · outbound

This paper cites Dpm-solver++: Fast solver for guided sam- pling of diffusion probabilistic models.Machine Intelligence Research, pages 1–22, 2025.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Dpm-solver++: Fast solver for guided sam- pling of diffusion probabilistic models.Machine Intelligence Research, pages 1–22, 2025

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Observation 1b359f18-ea41-495e-9e7c-22a1b1da809e · outbound

This paper cites Umap: Uniform manifold approximation and projection.Journal of Open Source Software, 3(29):861,.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Umap: Uniform manifold approximation and projection.Journal of Open Source Software, 3(29):861,

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Observation 0ec4de4c-67f6-4b5a-a0fd-369d1b190162 · outbound

This paper cites Echomimicv2: Towards striking, simplified, and semi- body human animation.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Echomimicv2: Towards striking, simplified, and semi- body human animation

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Observation e18987d0-999a-4853-be91-4b091b81f5c7 · outbound

This paper cites Conditional Generative Adversarial Nets.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Conditional Generative Adversarial Nets

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Observation 14d73753-57cc-477f-855b-5ecb54c3358d · outbound

This paper cites A lip sync expert is all you need for speech to lip generation in the wild.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation A lip sync expert is all you need for speech to lip generation in the wild

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Observation de306a7a-bf1d-4535-89a3-a0ba5edf4ff5 · outbound

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IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

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IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Learning transferable visual models from natural language supervi- sion

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Observation 7640b7a7-f78c-4850-9f31-ed7ebbfd1d37 · outbound

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IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation High-resolution image synthesis with latent diffusion models

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Observation a36dab9e-f5d3-4350-84ae-876b1a80dfb2 · outbound

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IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation U- net: Convolutional networks for biomedical image segmen- tation

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Observation 3d50fb21-688d-412c-8616-a011a17c0a94 · outbound

This paper cites Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognition.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognition

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Observation 3bf900ef-22cc-45c1-bca6-d3e078ac4fff · outbound

This paper cites Laion-5b: An open large-scale dataset for training next generation image-text models.Advances in neural in- formation processing systems, 35:25278–25294, 2022.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Laion-5b: An open large-scale dataset for training next generation image-text models.Advances in neural in- formation processing systems, 35:25278–25294, 2022

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IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation An analysis of variance test for normality.Biometrika, 52(3):591–611, 1965

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Observation 43be2e79-f7fd-4218-a05e-a28cbd0d7956 · outbound

This paper cites Denoising Diffusion Implicit Models.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Denoising Diffusion Implicit Models

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Observation 7d64a7ae-ef43-4e05-9a3e-840dca4938c4 · outbound

This paper cites Seeing what you said: Talking face gen- eration guided by a lip reading expert.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Seeing what you said: Talking face gen- eration guided by a lip reading expert

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This paper cites FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis

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Observation 0d5d366b-99c1-4658-99fe-968a99dfc9e6 · outbound

This paper cites Audio2head: Audio-driven one-shot talking-head generation with natural head motion.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Audio2head: Audio-driven one-shot talking-head generation with natural head motion

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IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation

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Observation 7954f15d-9872-4304-8dfb-54357796104d · outbound

This paper cites Vfhq: A high-quality dataset and bench- mark for video face super-resolution.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Vfhq: A high-quality dataset and bench- mark for video face super-resolution

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This paper cites Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation

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Observation 44aa7573-a938-4cfb-87c0-57509c3ed80d · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

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Observation ec0d4b40-2d66-4a74-aaec-5e2397ea623a · outbound

This paper cites Celebv-text: A large-scale facial text-video dataset.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Celebv-text: A large-scale facial text-video dataset

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Observation eb170dfb-26c2-47c9-a195-a6a3f357cf84 · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Adding conditional control to text-to-image diffusion models

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Observation c41f292c-c68d-4452-b17e-01258a1a3d45 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation The unreasonable effectiveness of deep features as a perceptual metric

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This paper cites Sadtalker: Learning realistic 3d motion coefficients for stylized audio- driven single image talking face animation.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Sadtalker: Learning realistic 3d motion coefficients for stylized audio- driven single image talking face animation

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This paper cites Musetalk: Real-time high quality lip synchronization with latent space inpainting.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Musetalk: Real-time high quality lip synchronization with latent space inpainting

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This paper cites Flow-guided one-shot talking face generation with a high-resolution audio-visual dataset.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Flow-guided one-shot talking face generation with a high-resolution audio-visual dataset

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IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Hearing lips: Improving lip reading by dis- tilling speech recognizers

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Observation a31039a5-3168-416c-8c8a-3157c46de69e · outbound

This paper cites Makelttalk: speaker-aware talking-head animation.ACM Transactions On Graphics (TOG), 39(6):1–15, 2020.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Makelttalk: speaker-aware talking-head animation.ACM Transactions On Graphics (TOG), 39(6):1–15, 2020

Reference 51

Resolution: unresolved; no resolver link, observed 2026-06-29T07:50:56.947671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7de0adb-7e20-4a56-8a25-a46e3d37bafe · outbound

This paper cites Celebv- hq: A large-scale video facial attributes dataset.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Celebv- hq: A large-scale video facial attributes dataset

Reference 52

Resolution: unresolved; no resolver link, observed 2026-06-29T07:50:56.947671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67fb0735-a5c3-43e8-838e-69fb746e4977 · outbound

This paper cites an unresolved cited work.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-06-29T07:50:56.947671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 440b30a9-b72f-4d3e-951c-2b8e31a6a603 · outbound

This paper cites All derivations and intermediate steps are included to ensure completeness and clarity.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation All derivations and intermediate steps are included to ensure completeness and clarity

Reference 54

Resolution: unresolved; no resolver link, observed 2026-06-29T07:50:56.947671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70ac0295-6604-4af3-a33f-3279e4b586ee · outbound

This paper cites AnimateDiff + IP-Adapter.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation AnimateDiff + IP-Adapter

Reference 55

Resolution: unresolved; no resolver link, observed 2026-06-29T07:50:56.947671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a7085f9-c6d8-4fe3-9f1f-2d2d7113c691 · outbound

This paper cites To mitigate such risks, all generated videos in our study can be clearly marked as synthetic (Fig.

IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation To mitigate such risks, all generated videos in our study can be clearly marked as synthetic (Fig

Reference 56

Resolution: unresolved; no resolver link, observed 2026-06-29T07:50:56.947671Z

Source-reported events for the cited work

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