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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 551–600 of 1466 papers

TitleStatusHype
CustomVideoX: 3D Reference Attention Driven Dynamic Adaptation for Zero-Shot Customized Video Diffusion Transformers—0
Anchored Diffusion for Video Face Reenactment—0
CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects—0
Free^2Guide: Gradient-Free Path Integral Control for Enhancing Text-to-Video Generation with Large Vision-Language Models—0
Automated 3D Physical Simulation of Open-world Scene with Gaussian Splatting—0
NewMove: Customizing text-to-video models with novel motions—0
Framer: Interactive Frame Interpolation—0
Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models—0
Frame by Familiar Frame: Understanding Replication in Video Diffusion Models—0
AnchorCrafter: Animate CyberAnchors Saling Your Products via Human-Object Interacting Video Generation—0
3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation—0
FrameBridge: Improving Image-to-Video Generation with Bridge Models—0
FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion—0
Force Prompting: Video Generation Models Can Learn and Generalize Physics-based Control Signals—0
Follow-Your-Pose v2: Multiple-Condition Guided Character Image Animation for Stable Pose Control—0
AutoLV: Automatic Lecture Video Generator—0
Follow-Your-MultiPose: Tuning-Free Multi-Character Text-to-Video Generation via Pose Guidance—0
Ctrl-Crash: Controllable Diffusion for Realistic Car Crashes—0
Follow-Your-Creation: Empowering 4D Creation through Video Inpainting—0
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model—0
Autoencoding Video Latents for Adversarial Video Generation—0
FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video—0
FlowZero: Zero-Shot Text-to-Video Synthesis with LLM-Driven Dynamic Scene Syntax—0
Cross-View Exocentric to Egocentric Video Synthesis—0
FloVD: Optical Flow Meets Video Diffusion Model for Enhanced Camera-Controlled Video Synthesis—0
FLOAT: Generative Motion Latent Flow Matching for Audio-driven Talking Portrait—0
Cross-Modal Learning for Music-to-Music-Video Description Generation—0
FLIP: Flow-Centric Generative Planning as General-Purpose Manipulation World Model—0
FlexLip: A Controllable Text-to-Lip System—0
Fleximo: Towards Flexible Text-to-Human Motion Video Generation—0
CPA: Camera-pose-awareness Diffusion Transformer for Video Generation—0
Audio-Visual Speech Representation Expert for Enhanced Talking Face Video Generation and Evaluation—0
Action2Dialogue: Generating Character-Centric Narratives from Scene-Level Prompts—0
InfinityDrive: Breaking Time Limits in Driving World Models—0
Instructional Video Generation—0
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute—0
Co-Speech Gesture Video Generation with Implicit Motion-Audio Entanglement—0
FlexCache: Flexible Approximate Cache System for Video Diffusion—0
Audio-Sync Video Generation with Multi-Stream Temporal Control—0
FlashVideo: A Framework for Swift Inference in Text-to-Video Generation—0
Fisher Flow Matching for Generative Modeling over Discrete Data—0
Copy Motion From One to Another: Fake Motion Video Generation—0
Audio-Driven Talking Face Video Generation with Dynamic Convolution Kernels—0
FingER: Content Aware Fine-grained Evaluation with Reasoning for AI-Generated Videos—0
FinePhys: Fine-grained Human Action Generation by Explicitly Incorporating Physical Laws for Effective Skeletal Guidance—0
Fine-grained Controllable Video Generation via Object Appearance and Context—0
Convergence of Diffusion Models Under the Manifold Hypothesis in High-Dimensions—0
Fine-gained Zero-shot Video Sampling—0
Controllable Video Generation With Sparse Trajectories—0
Audio-driven Gesture Generation via Deviation Feature in the Latent Space—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