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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1101–1150 of 1466 papers

TitleStatusHype
Text-Animator: Controllable Visual Text Video Generation—0
MotionBooth: Motion-Aware Customized Text-to-Video Generation—0
Video-Infinity: Distributed Long Video Generation—0
Dreamitate: Real-World Visuomotor Policy Learning via Video Generation—0
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model—0
VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation—0
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-TuningCode0
Video Generation with Learned Action Prior—0
ARDuP: Active Region Video Diffusion for Universal Policies—0
Splatter a Video: Video Gaussian Representation for Versatile Processing—0
NLDF: Neural Light Dynamic Fields for Efficient 3D Talking Head Generation—0
Vid3D: Synthesis of Dynamic 3D Scenes using 2D Video DiffusionCode0
Training-free Camera Control for Video Generation—0
Vivid-ZOO: Multi-View Video Generation with Diffusion Model—0
Hierarchical Patch Diffusion Models for High-Resolution Video Generation—0
DiTFastAttn: Attention Compression for Diffusion Transformer Models—0
HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness—0
4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models—0
Visual Representation Learning with Stochastic Frame Prediction—0
AV-DiT: Efficient Audio-Visual Diffusion Transformer for Joint Audio and Video Generation—0
CoNo: Consistency Noise Injection for Tuning-free Long Video Diffusion—0
Zero-Shot Video Editing through Adaptive Sliding Score Distillation—0
VideoPhy: Evaluating Physical Commonsense for Video Generation—0
Follow-Your-Pose v2: Multiple-Condition Guided Character Image Animation for Stable Pose Control—0
CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation—0
V-Express: Conditional Dropout for Progressive Training of Portrait Video Generation—0
I4VGen: Image as Free Stepping Stone for Text-to-Video Generation—0
Learning Temporally Consistent Video Depth from Video Diffusion Priors—0
Unleashing Generalization of End-to-End Autonomous Driving with Controllable Long Video Generation—0
4Diffusion: Multi-view Video Diffusion Model for 4D Generation—0
VITON-DiT: Learning In-the-Wild Video Try-On from Human Dance Videos via Diffusion Transformers—0
MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video GenerationCode0
RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance—0
Sync4D: Video Guided Controllable Dynamics for Physics-Based 4D Generation—0
Human4DiT: 360-degree Human Video Generation with 4D Diffusion Transformer—0
Controllable Longer Image Animation with Diffusion Models—0
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control—0
Towards Multi-Task Multi-Modal Models: A Video Generative Perspective—0
Disentangling Foreground and Background Motion for Enhanced Realism in Human Video Generation—0
A Misleading Gallery of Fluid Motion by Generative Artificial IntelligenceCode0
Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation—0
PoseCrafter: One-Shot Personalized Video Synthesis Following Flexible Pose Control—0
Fisher Flow Matching for Generative Modeling over Discrete Data—0
MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes—0
ReVideo: Remake a Video with Motion and Content Control—0
DisenStudio: Customized Multi-subject Text-to-Video Generation with Disentangled Spatial Control—0
CamViG: Camera Aware Image-to-Video Generation with Multimodal Transformers—0
Dance Any Beat: Blending Beats with Visuals in Dance Video Generation—0
The Lost Melody: Empirical Observations on Text-to-Video Generation From A Storytelling Perspective—0
Reviewing Intelligent Cinematography: AI research for camera-based video production—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