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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

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Showing 251–300 of 1466 papers

TitleStatusHype
VidToMe: Video Token Merging for Zero-Shot Video EditingCode2
FreeInit: Bridging Initialization Gap in Video Diffusion ModelsCode2
Kandinsky 3.0 Technical ReportCode2
AnimateZero: Video Diffusion Models are Zero-Shot Image AnimatorsCode2
StyleCrafter: Enhancing Stylized Text-to-Video Generation with Style AdapterCode2
TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion ModelsCode2
Panacea: Panoramic and Controllable Video Generation for Autonomous DrivingCode2
AnimateAnything: Fine-Grained Open Domain Image Animation with Motion GuidanceCode2
SEINE: Short-to-Long Video Diffusion Model for Generative Transition and PredictionCode2
LAMP: Learn A Motion Pattern for Few-Shot-Based Video GenerationCode2
DrivingDiffusion: Layout-Guided multi-view driving scene video generation with latent diffusion modelCode2
DriveDreamer: Towards Real-world-driven World Models for Autonomous DrivingCode2
DragNUWA: Fine-grained Control in Video Generation by Integrating Text, Image, and TrajectoryCode2
Implicit Identity Representation Conditioned Memory Compensation Network for Talking Head video GenerationCode2
Animate-A-Story: Storytelling with Retrieval-Augmented Video GenerationCode2
Gen-L-Video: Multi-Text to Long Video Generation via Temporal Co-DenoisingCode2
Control-A-Video: Controllable Text-to-Video Diffusion Models with Motion Prior and Reward Feedback LearningCode2
ControlVideo: Training-free Controllable Text-to-Video GenerationCode2
VDT: General-purpose Video Diffusion Transformers via Mask ModelingCode2
DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video GenerationCode2
StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single VideoCode2
Text2Performer: Text-Driven Human Video GenerationCode2
CelebV-Text: A Large-Scale Facial Text-Video DatasetCode2
Conditional Image-to-Video Generation with Latent Flow Diffusion ModelsCode2
Blind Video Deflickering by Neural Filtering with a Flawed AtlasCode2
Video-P2P: Video Editing with Cross-attention ControlCode2
Video-P2P: Video Editing with Cross-attention ControlCode2
Video Probabilistic Diffusion Models in Projected Latent SpaceCode2
Generative Diffusion Models on Graphs: Methods and ApplicationsCode2
Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion ModelsCode2
MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video GenerationCode2
MAGVIT: Masked Generative Video TransformerCode2
Latent Video Diffusion Models for High-Fidelity Long Video GenerationCode2
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical PerspectivesCode2
Temporally Consistent Transformers for Video GenerationCode2
Phenaki: Variable Length Video Generation From Open Domain Textual DescriptionCode2
CelebV-HQ: A Large-Scale Video Facial Attributes DatasetCode2
Collaborative Neural Rendering using Anime Character SheetsCode2
Generating Long Videos of Dynamic ScenesCode2
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and InterpolationCode2
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive TransformerCode2
Video Diffusion ModelsCode2
Depth-Aware Generative Adversarial Network for Talking Head Video GenerationCode2
StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGANCode2
Generative Modeling of Weights: Generalization or Memorization?Code1
FEAT: Full-Dimensional Efficient Attention Transformer for Medical Video GenerationCode1
SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction ScenariosCode1
STORK: Improving the Fidelity of Mid-NFE Sampling for Diffusion and Flow Matching ModelsCode1
VCapsBench: A Large-scale Fine-grained Benchmark for Video Caption Quality EvaluationCode1
MMGT: Motion Mask Guided Two-Stage Network for Co-Speech Gesture Video GenerationCode1
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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