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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

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Showing 1051–1100 of 1466 papers

TitleStatusHype
GenRec: Unifying Video Generation and Recognition with Diffusion ModelsCode0
Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge GuidanceCode0
SurGen: Text-Guided Diffusion Model for Surgical Video Generation—0
Decoupled Video Generation with Chain of Training-free Diffusion Model Experts—0
TVG: A Training-free Transition Video Generation Method with Diffusion Models—0
EasyControl: Transfer ControlNet to Video Diffusion for Controllable Generation and Interpolation—0
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations—0
DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework—0
TrackGo: A Flexible and Efficient Method for Controllable Video Generation—0
Kubrick: Multimodal Agent Collaborations for Synthetic Video Generation—0
Factorized-Dreamer: Training A High-Quality Video Generator with Limited and Low-Quality DataCode0
When Video Coding Meets Multimodal Large Language Models: A Unified Paradigm for Video Coding—0
JPEG-LM: LLMs as Image Generators with Canonical Codec Representations—0
High-fidelity and Lip-synced Talking Face Synthesis via Landmark-based Diffusion Model—0
Scene123: One Prompt to 3D Scene Generation via Video-Assisted and Consistency-Enhanced MAE—0
Puppet-Master: Scaling Interactive Video Generation as a Motion Prior for Part-Level Dynamics—0
VidGen-1M: A Large-Scale Dataset for Text-to-video Generation—0
Reenact Anything: Semantic Video Motion Transfer Using Motion-Textual Inversion—0
Explainable and Controllable Motion Curve Guided Cardiac Ultrasound Video GenerationCode0
Benchmarking Multi-dimensional AIGC Video Quality Assessment: A Dataset and Unified ModelCode0
Fine-gained Zero-shot Video Sampling—0
FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention—0
FIND: Fine-tuning Initial Noise Distribution with Policy Optimization for Diffusion ModelsCode0
Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions—0
SV4D: Dynamic 3D Content Generation with Multi-Frame and Multi-View Consistency—0
Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data—0
MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequence—0
Anchored Diffusion for Video Face Reenactment—0
Unlearning Concepts from Text-to-Video Diffusion Models—0
Streetscapes: Large-scale Consistent Street View Generation Using Autoregressive Video Diffusion—0
Multi-sentence Video Grounding for Long Video Generation—0
VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control—0
Towards Understanding Unsafe Video GenerationCode0
A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication—0
Learning Online Scale Transformation for Talking Head Video Generation—0
Bora: Biomedical Generalist Video Generation Model—0
Inference Optimization of Foundation Models on AI Accelerators—0
Still-Moving: Customized Video Generation without Customized Video Data—0
E2VIDiff: Perceptual Events-to-Video Reconstruction using Diffusion Priors—0
VEnhancer: Generative Space-Time Enhancement for Video Generation—0
Video-to-Audio Generation with Hidden Alignment—0
Mobius: A High Efficient Spatial-Temporal Parallel Training Paradigm for Text-to-Video Generation TaskCode0
The Tug-of-War Between Deepfake Generation and Detection—0
VIMI: Grounding Video Generation through Multi-modal Instruction—0
This&That: Language-Gesture Controlled Video Generation for Robot Planning—0
T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models—0
OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation—0
GVDIFF: Grounded Text-to-Video Generation with Diffusion Models—0
SVG: 3D Stereoscopic Video Generation via Denoising Frame Matrix—0
What Matters in Detecting AI-Generated Videos like Sora?—0
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All datasetsUCF-101BAIR Robot PushingSky Time-lapseUCF-101 16 frames, 64x64, UnconditionalUCF-101 16 frames, Unconditional, Single GPULAION-400MTaichiUCF-101 16 frames, 128x128, UnconditionalKinetics-600 12 frames, 64x64How2SignKinetics-600 12 frames, 128x128Kinetics-600 48 frames, 64x64

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MCVDFVD162,460—Unverified
2VDMFVD161,396—Unverified
3TGAN-v2 (128x128)FVD161,209—Unverified
4MCVD (64x64)FVD161,143—Unverified
5MoCoGAN-HD (256x256, unconditional)FVD16700—Unverified
6MagicVideo (256x256, text-conditional)FVD16699—Unverified
7TATS (256x256)FVD16635—Unverified
8FIFO-DiffusionFVD128596.64—Unverified
9DIGAN (128x128, unconditional)FVD16577—Unverified
10LVDM (256x256, unconditional)FVD16552—Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGANFVD score503—Unverified
2Baseline (from LVT)FVD score320.9—Unverified
3SVG-FP (from FVD)FVD score315.5—Unverified
4CDNA (from FVD)FVD score296.5—Unverified
5SV2P (from FVD)FVD score262.5—Unverified
6SVG-LP (from vRNN)FVD score256.62—Unverified
7WAMFVD score159.6—Unverified
8VRNN 1LFVD score149.22—Unverified
9SAVP (from vRNN)FVD score143.43—Unverified
10Hier-VRNNFVD score143.4—Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGAN-HD (128x128)FVD 16183.6—Unverified
2TATS (128x128)FVD 16132.6—Unverified
3Long-video GAN (256x256)FVD 16116.5—Unverified
4DIGAN (128x128)FVD 16114.6—Unverified
5Long-video GAN (128x128)FVD 16107.5—Unverified
6LVDM (256x256)FVD 1695.2—Unverified
7DDMIFVD 1666.25—Unverified
8Latte + LeanVAEFVD 1649.59—Unverified
9StyleSV (256x256)FVD 1649—Unverified
#ModelMetricClaimedVerifiedStatus
1Video Diffusion ModelInception Score57—Unverified
2TGAN-ODEInception Score15.2—Unverified
3TGAN-FInception Score13.62—Unverified
4MoCoGANInception Score12.42—Unverified
5MoCoGAN-MDPInception Score11.86—Unverified
6TGAN-SVCInception Score11.85—Unverified
7VGANInception Score8.18—Unverified
#ModelMetricClaimedVerifiedStatus
1TGAN-FInception Score22.91—Unverified
2TGANv2Inception Score21.45—Unverified
3TGANv2-ODEInception Score21.02—Unverified
4MoCoGANInception Score12.42—Unverified
5MoCoGAN-MDPInception Score11.86—Unverified
6TGAN-SVCInception Score11.85—Unverified
7VGANInception Score8.18—Unverified
#ModelMetricClaimedVerifiedStatus
1Imagen original (constant=6)CLIP R-Precision92.12—Unverified
2Imagen fully distilled (oscillate (15,1))CLIP R-Precision90.97—Unverified
3Imagen distilled (constant=6)CLIP R-Precision90.88—Unverified
4Imagen original (oscillate(15,1))CLIP R-Precision89.91—Unverified
5Imagen fully distilled (constant=6)CLIP R-Precision89.68—Unverified
6Imagen distilled (oscillate (15,1))CLIP R-Precision88.78—Unverified
#ModelMetricClaimedVerifiedStatus
1DIGAN (256x256)FVD16156.7—Unverified
2MoCoGAN-HD (128x128)FVD16144.7—Unverified
3DIGAN (128x128)FVD16128.1—Unverified
4LVDM (256x256)FVD1699—Unverified
5TATS (128x128)FVD1694.6—Unverified
6StyleSV (256x256)FVD1682.6—Unverified
#ModelMetricClaimedVerifiedStatus
1TGANv2 (2020)Inception Score28.87—Unverified
2DVD-GANInception Score27.38—Unverified
3VideoGPTInception Score24.69—Unverified
4TGANv2Inception Score24.34—Unverified
5TGAN-FInception Score22.91—Unverified
6TGANv2-ODEInception Score21.02—Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFVD31.1—Unverified
2MAGVITFVD9.9—Unverified
#ModelMetricClaimedVerifiedStatus
1INR-VFVD16144—Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID2.16—Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID12.92—Unverified
#ModelMetricClaimedVerifiedStatus
1DiT-XL/2 + CVAE-FT-SEFID8.59—Unverified
#ModelMetricClaimedVerifiedStatus
1VideoAssembler (Zero-Shot, 256x256, class-conditional)FVD16252—Unverified
#ModelMetricClaimedVerifiedStatus
1PG-SWGAN-3DFID404.1—Unverified
#ModelMetricClaimedVerifiedStatus
1StyleSVFVD16207.2—Unverified