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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

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Showing 1101–1150 of 1466 papers

TitleStatusHype
Improving Dynamic Object Interactions in Text-to-Video Generation with AI Feedback—0
Improving the Diffusability of Autoencoders—0
Improving Video Generation with Human Feedback—0
IM-Zero: Instance-level Motion Controllable Video Generation in a Zero-shot Manner—0
Individual Content and Motion Dynamics Preserved Pruning for Video Diffusion Models—0
Inference Optimization of Foundation Models on AI Accelerators—0
InfinityDrive: Breaking Time Limits in Driving World Models—0
Inflation with Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution—0
InMoDeGAN: Interpretable Motion Decomposition Generative Adversarial Network for Video Generation—0
InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption—0
Instructional Video Generation—0
InstructVideo: Instructing Video Diffusion Models with Human Feedback—0
Intelligent Video Editing: Incorporating Modern Talking Face Generation Algorithms in a Video Editor—0
Intention-driven Ego-to-Exo Video Generation—0
Interactive Video Generation via Domain Adaptation—0
InterAnimate: Taming Region-aware Diffusion Model for Realistic Human Interaction Animation—0
InterDyn: Controllable Interactive Dynamics with Video Diffusion Models—0
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation—0
Interspatial Attention for Efficient 4D Human Video Generation—0
Investigating Memorization in Video Diffusion Models—0
IPO: Iterative Preference Optimization for Text-to-Video Generation—0
Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation—0
JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization—0
Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation—0
Jointly Trained Image and Video Generation using Residual Vectors—0
JointTuner: Appearance-Motion Adaptive Joint Training for Customized Video Generation—0
JoyHallo: Digital human model for Mandarin—0
JPEG-LM: LLMs as Image Generators with Canonical Codec Representations—0
JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation—0
Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content—0
Kubrick: Multimodal Agent Collaborations for Synthetic Video Generation—0
Label-Conditioned Next-Frame Video Generation with Neural Flows—0
LaMD: Latent Motion Diffusion for Image-Conditional Video Generation—0
LAMP: Learn A Motion Pattern for Few-Shot Video Generation—0
Large Motion Video Autoencoding with Cross-modal Video VAE—0
Latent-Reframe: Enabling Camera Control for Video Diffusion Model without Training—0
Latent-Shift: Latent Diffusion with Temporal Shift for Efficient Text-to-Video Generation—0
LayerAnimate: Layer-specific Control for Animation—0
Layered Controllable Video Generation—0
Learning Long-Term Style-Preserving Blind Video Temporal Consistency—0
Learning Online Scale Transformation for Talking Head Video Generation—0
Learning Real-World Action-Video Dynamics with Heterogeneous Masked Autoregression—0
Learnings from Scaling Visual Tokenizers for Reconstruction and Generation—0
Learning Temporally Consistent Video Depth from Video Diffusion Priors—0
Learning to Deblur and Generate High Frame Rate Video with an Event Camera—0
Learning to Generate Videos Using Neural Uncertainty Priors—0
Learning Universal Policies via Text-Guided Video Generation—0
Learning World Models for Interactive Video Generation—0
Lets Play Music: Audio-driven Performance Video Generation—0
LetsTalk: Latent Diffusion Transformer for Talking Video Synthesis—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