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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–800 of 1466 papers

TitleStatusHype
Modular Action Concept Grounding in Semantic Video Prediction—0
Action-conditioned video data improves predictability—0
AdaDiff: Adaptive Step Selection for Fast Diffusion Models—0
Adapting Image-to-Video Diffusion Models for Large-Motion Frame Interpolation—0
Adaptive Caching for Faster Video Generation with Diffusion Transformers—0
Ada-TTA: Towards Adaptive High-Quality Text-to-Talking Avatar Synthesis—0
Advancing Auto-Regressive Continuation for Video Frames—0
Advancing Video Quality Assessment for AIGC—0
AesopAgent: Agent-driven Evolutionary System on Story-to-Video Production—0
Aether: Geometric-Aware Unified World Modeling—0
A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction—0
AKiRa: Augmentation Kit on Rays for optical video generation—0
Alignment is All You Need: A Training-free Augmentation Strategy for Pose-guided Video Generation—0
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models—0
AnchorCrafter: Animate CyberAnchors Saling Your Products via Human-Object Interacting Video Generation—0
Anchored Diffusion for Video Face Reenactment—0
AniClipart: Clipart Animation with Text-to-Video Priors—0
AniGS: Animatable Gaussian Avatar from a Single Image with Inconsistent Gaussian Reconstruction—0
AnimateAnything: Consistent and Controllable Animation for Video Generation—0
AnimateDiff-Lightning: Cross-Model Diffusion Distillation—0
Animate Your Motion: Turning Still Images into Dynamic Videos—0
AnimateZoo: Zero-shot Video Generation of Cross-Species Animation via Subject Alignment—0
Animating the Past: Reconstruct Trilobite via Video Generation—0
Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation—0
AnyCharV: Bootstrap Controllable Character Video Generation with Fine-to-Coarse Guidance—0
AnyI2V: Animating Any Conditional Image with Motion Control—0
APLA: Additional Perturbation for Latent Noise with Adversarial Training Enables Consistency—0
ARDuP: Active Region Video Diffusion for Universal Policies—0
A Recipe for Scaling up Text-to-Video Generation with Text-free Videos—0
A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing—0
A Review of Multi-Modal Large Language and Vision Models—0
ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation—0
ArrowGAN : Learning to Generate Videos by Learning Arrow of Time—0
ARTV: Auto-Regressive Text-to-Video Generation with Diffusion Models—0
Articulate That Object Part (ATOP): 3D Part Articulation from Text and Motion Personalization—0
A spatiotemporal style transfer algorithm for dynamic visual stimulus generation—0
Astraea: A GPU-Oriented Token-wise Acceleration Framework for Video Diffusion Transformers—0
A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication—0
A Survey of Emerging Approaches and Advances in Video Generation—0
A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming—0
A Survey on Long Video Generation: Challenges, Methods, and Prospects—0
A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality—0
A Survey on Vision Autoregressive Model—0
ASurvey: Spatiotemporal Consistency in Video Generation—0
AsymKV: Enabling 1-Bit Quantization of KV Cache with Layer-Wise Asymmetric Quantization Configurations—0
ATI: Any Trajectory Instruction for Controllable Video Generation—0
AtomoVideo: High Fidelity Image-to-Video Generation—0
AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers—0
Audio-Driven Co-Speech Gesture Video Generation—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