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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

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Showing 1151–1200 of 1466 papers

TitleStatusHype
Exposing AI-generated Videos: A Benchmark Dataset and a Local-and-Global Temporal Defect Based Detection Method—0
Audio-Visual Speech Representation Expert for Enhanced Talking Face Video Generation and Evaluation—0
Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models—0
Matten: Video Generation with Mamba-Attention—0
Bridge to Non-Barrier Communication: Gloss-Prompted Fine-grained Cued Speech Gesture Generation with Diffusion Model—0
Synthesizing Audio from Silent Video using Sequence to Sequence ModelingCode0
MotionMaster: Training-free Camera Motion Transfer For Video Generation—0
Accelerating Image Generation with Sub-path Linear Approximation Model—0
Motion-aware Latent Diffusion Models for Video Frame Interpolation—0
Music Consistency Models—0
PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation—0
AniClipart: Clipart Animation with Text-to-Video Priors—0
SparseDM: Toward Sparse Efficient Diffusion Models—0
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model—0
LoopAnimate: Loopable Salient Object Animation—0
Action-conditioned video data improves predictability—0
AnimateZoo: Zero-shot Video Generation of Cross-Species Animation via Subject Alignment—0
Grid Diffusion Models for Text-to-Video Generation—0
A Review of Multi-Modal Large Language and Vision Models—0
Frame by Familiar Frame: Understanding Replication in Video Diffusion Models—0
Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow FieldsCode0
TC4D: Trajectory-Conditioned Text-to-4D Generation—0
Tutorial on Diffusion Models for Imaging and Vision—0
A Survey on Long Video Generation: Challenges, Methods, and Prospects—0
TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models—0
Opportunities and challenges in the application of large artificial intelligence models in radiology—0
Spectral Motion Alignment for Video Motion Transfer using Diffusion Models—0
Explorative Inbetweening of Time and Space—0
Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition—0
Enabling Visual Composition and Animation in Unsupervised Video Generation—0
S2DM: Sector-Shaped Diffusion Models for Video Generation—0
AnimateDiff-Lightning: Cross-Model Diffusion Distillation—0
Endora: Video Generation Models as Endoscopy Simulators—0
Animate Your Motion: Turning Still Images into Dynamic Videos—0
Video Editing via Factorized Diffusion Distillation—0
Intention-driven Ego-to-Exo Video Generation—0
VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis—0
AesopAgent: Agent-driven Evolutionary System on Story-to-Video Production—0
Video Generation with Consistency Tuning—0
BlazeBVD: Make Scale-Time Equalization Great Again for Blind Video Deflickering—0
WorldGPT: A Sora-Inspired Video AI Agent as Rich World Models from Text and Image Inputs—0
FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing—0
Sora as an AGI World Model? A Complete Survey on Text-to-Video Generation—0
A spatiotemporal style transfer algorithm for dynamic visual stimulus generation—0
Tuning-Free Noise Rectification for High Fidelity Image-to-Video Generation—0
AtomoVideo: High Fidelity Image-to-Video Generation—0
Abductive Ego-View Accident Video Understanding for Safe Driving Perception—0
Context-aware Talking Face Video Generation—0
Video as the New Language for Real-World Decision Making—0
EMO: Emote Portrait Alive -- Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions—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