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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 301350 of 1466 papers

TitleStatusHype
Detecting AI-Generated Video via Frame ConsistencyCode1
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural RepresentationsCode1
MoStGAN-V: Video Generation with Temporal Motion StylesCode1
DDLP: Unsupervised Object-Centric Video Prediction with Deep Dynamic Latent ParticlesCode1
MOSO: Decomposing MOtion, Scene and Object for Video PredictionCode1
D'ARTAGNAN: Counterfactual Video GenerationCode1
Moonshot: Towards Controllable Video Generation and Editing with Multimodal ConditionsCode1
Model Reveals What to Cache: Profiling-Based Feature Reuse for Video Diffusion ModelsCode1
Reuse and Diffuse: Iterative Denoising for Text-to-Video GenerationCode1
CVPR 2023 Text Guided Video Editing CompetitionCode1
MM-LDM: Multi-Modal Latent Diffusion Model for Sounding Video GenerationCode1
QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video GenerationCode1
MMGT: Motion Mask Guided Two-Stage Network for Co-Speech Gesture Video GenerationCode1
Minute-Long Videos with Dual ParallelismsCode1
Ctrl-V: Higher Fidelity Video Generation with Bounding-Box Controlled Object MotionCode1
MiLA: Multi-view Intensive-fidelity Long-term Video Generation World Model for Autonomous DrivingCode1
MAVIN: Multi-Action Video Generation with Diffusion Models via Transition Video InfillingCode1
AMG: Avatar Motion Guided Video GenerationCode1
MEAD: A Large-scale Audio-visual Dataset for Emotional Talking-face GenerationCode1
MimicMotion: High-Quality Human Motion Video Generation with Confidence-aware Pose GuidanceCode1
MoCoGAN: Decomposing Motion and Content for Video GenerationCode1
Real-time One-Step Diffusion-based Expressive Portrait Videos GenerationCode1
^RFLAV: Rolling Flow matching for infinite Audio Video generationCode1
AMD-Hummingbird: Towards an Efficient Text-to-Video ModelCode1
Audio-driven Talking Face Video Generation with Learning-based Personalized Head PoseCode1
MagicStick: Controllable Video Editing via Control Handle TransformationsCode1
ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion TransformerCode1
Make-A-Video: Text-to-Video Generation without Text-Video DataCode1
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion ModelsCode1
Audeo: Audio Generation for a Silent Performance VideoCode1
Prompt-A-Video: Prompt Your Video Diffusion Model via Preference-Aligned LLMCode1
Make It Move: Controllable Image-to-Video Generation with Text DescriptionsCode1
Constrained Synthesis with Projected Diffusion ModelsCode1
PoM: Efficient Image and Video Generation with the Polynomial MixerCode1
Predicting Video with VQVAECode1
Content-Rich AIGC Video Quality Assessment via Intricate Text Alignment and Motion-Aware ConsistencyCode1
Learn the Force We Can: Enabling Sparse Motion Control in Multi-Object Video GenerationCode1
LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text InterpretationCode1
Playable Video GenerationCode1
Latent Video TransformerCode1
A Light and Tuning-free Method for Simulating Camera Motion in Video GenerationCode1
ConditionVideo: Training-Free Condition-Guided Text-to-Video GenerationCode1
LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion ModelsCode1
Latent Image Animator: Learning to animate image via latent space navigationCode1
Latent Neural Differential Equations for Video GenerationCode1
Conditional diffusion model with spatial attention and latent embedding for medical image segmentationCode1
Mask-conditioned latent diffusion for generating gastrointestinal polyp imagesCode1
InTraGen: Trajectory-controlled Video Generation for Object InteractionsCode1
AIGVE-Tool: AI-Generated Video Evaluation Toolkit with Multifaceted BenchmarkCode1
Compositional Video Synthesis with Action GraphsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MCVDFVD162,460Unverified
2VDMFVD161,396Unverified
3TGAN-v2 (128x128)FVD161,209Unverified
4MCVD (64x64)FVD161,143Unverified
5MoCoGAN-HD (256x256, unconditional)FVD16700Unverified
6MagicVideo (256x256, text-conditional)FVD16699Unverified
7TATS (256x256)FVD16635Unverified
8FIFO-DiffusionFVD128596.64Unverified
9DIGAN (128x128, unconditional)FVD16577Unverified
10LVDM (256x256, unconditional)FVD16552Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGANFVD score503Unverified
2Baseline (from LVT)FVD score320.9Unverified
3SVG-FP (from FVD)FVD score315.5Unverified
4CDNA (from FVD)FVD score296.5Unverified
5SV2P (from FVD)FVD score262.5Unverified
6SVG-LP (from vRNN)FVD score256.62Unverified
7WAMFVD score159.6Unverified
8VRNN 1LFVD score149.22Unverified
9SAVP (from vRNN)FVD score143.43Unverified
10Hier-VRNNFVD score143.4Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGAN-HD (128x128)FVD 16183.6Unverified
2TATS (128x128)FVD 16132.6Unverified
3Long-video GAN (256x256)FVD 16116.5Unverified
4DIGAN (128x128)FVD 16114.6Unverified
5Long-video GAN (128x128)FVD 16107.5Unverified
6LVDM (256x256)FVD 1695.2Unverified
7DDMIFVD 1666.25Unverified
8Latte + LeanVAEFVD 1649.59Unverified
9StyleSV (256x256)FVD 1649Unverified
#ModelMetricClaimedVerifiedStatus
1Video Diffusion ModelInception Score57Unverified
2TGAN-ODEInception Score15.2Unverified
3TGAN-FInception Score13.62Unverified
4MoCoGANInception Score12.42Unverified
5MoCoGAN-MDPInception Score11.86Unverified
6TGAN-SVCInception Score11.85Unverified
7VGANInception Score8.18Unverified
#ModelMetricClaimedVerifiedStatus
1TGAN-FInception Score22.91Unverified
2TGANv2Inception Score21.45Unverified
3TGANv2-ODEInception Score21.02Unverified
4MoCoGANInception Score12.42Unverified
5MoCoGAN-MDPInception Score11.86Unverified
6TGAN-SVCInception Score11.85Unverified
7VGANInception Score8.18Unverified
#ModelMetricClaimedVerifiedStatus
1Imagen original (constant=6)CLIP R-Precision92.12Unverified
2Imagen fully distilled (oscillate (15,1))CLIP R-Precision90.97Unverified
3Imagen distilled (constant=6)CLIP R-Precision90.88Unverified
4Imagen original (oscillate(15,1))CLIP R-Precision89.91Unverified
5Imagen fully distilled (constant=6)CLIP R-Precision89.68Unverified
6Imagen distilled (oscillate (15,1))CLIP R-Precision88.78Unverified
#ModelMetricClaimedVerifiedStatus
1DIGAN (256x256)FVD16156.7Unverified
2MoCoGAN-HD (128x128)FVD16144.7Unverified
3DIGAN (128x128)FVD16128.1Unverified
4LVDM (256x256)FVD1699Unverified
5TATS (128x128)FVD1694.6Unverified
6StyleSV (256x256)FVD1682.6Unverified
#ModelMetricClaimedVerifiedStatus
1TGANv2 (2020)Inception Score28.87Unverified
2DVD-GANInception Score27.38Unverified
3VideoGPTInception Score24.69Unverified
4TGANv2Inception Score24.34Unverified
5TGAN-FInception Score22.91Unverified
6TGANv2-ODEInception Score21.02Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFVD31.1Unverified
2MAGVITFVD9.9Unverified
#ModelMetricClaimedVerifiedStatus
1INR-VFVD16144Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID2.16Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID12.92Unverified
#ModelMetricClaimedVerifiedStatus
1DiT-XL/2 + CVAE-FT-SEFID8.59Unverified
#ModelMetricClaimedVerifiedStatus
1VideoAssembler (Zero-Shot, 256x256, class-conditional)FVD16252Unverified
#ModelMetricClaimedVerifiedStatus
1PG-SWGAN-3DFID404.1Unverified
#ModelMetricClaimedVerifiedStatus
1StyleSVFVD16207.2Unverified