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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

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Showing 1051–1100 of 1466 papers

TitleStatusHype
GSV3D: Gaussian Splatting-based Geometric Distillation with Stable Video Diffusion for Single-Image 3D Object Generation—0
GVDIFF: Grounded Text-to-Video Generation with Diffusion Models—0
H3AE: High Compression, High Speed, and High Quality AutoEncoder for Video Diffusion Models—0
HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models—0
Hamiltonian GAN—0
Hardware-Friendly Static Quantization Method for Video Diffusion Transformers—0
HARIVO: Harnessing Text-to-Image Models for Video Generation—0
Harness Local Rewards for Global Benefits: Effective Text-to-Video Generation Alignment with Patch-level Reward Models—0
HeteroLLM: Accelerating Large Language Model Inference on Mobile SoCs platform with Heterogeneous AI Accelerators—0
Hierarchical Patch Diffusion Models for High-Resolution Video Generation—0
Hierarchical Semantic Perceptual Listener Head Video Generation: A High-performance Pipeline—0
Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation—0
Hierarchical Video Generation for Complex Data—0
Hierarchical Video Prediction Using Relational Layouts for Human-Object Interactions—0
HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation—0
High-Fidelity and Freely Controllable Talking Head Video Generation—0
High-fidelity and Lip-synced Talking Face Synthesis via Landmark-based Diffusion Model—0
HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models—0
HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation—0
HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness—0
How Do the Hearts of Deep Fakes Beat? Deep Fake Source Detection via Interpreting Residuals with Biological Signals—0
How Far is Video Generation from World Model: A Physical Law Perspective—0
How I Warped Your Noise: a Temporally-Correlated Noise Prior for Diffusion Models—0
How Much To Guide: Revisiting Adaptive Guidance in Classifier-Free Guidance Text-to-Vision Diffusion Models—0
HRVGAN: High Resolution Video Generation using Spatio-Temporal GAN—0
Human4DiT: 360-degree Human Video Generation with 4D Diffusion Transformer—0
Human Action CLIPs: Detecting AI-generated Human Motion—0
Human-Activity AGV Quality Assessment: A Benchmark Dataset and an Objective Evaluation Metric—0
HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation—0
HumanDreamer: Generating Controllable Human-Motion Videos via Decoupled Generation—0
Hunyuan-GameCraft: High-dynamic Interactive Game Video Generation with Hybrid History Condition—0
Hunyuan-Game: Industrial-grade Intelligent Game Creation Model—0
HunyuanVideo-HOMA: Generic Human-Object Interaction in Multimodal Driven Human Animation—0
HuViDPO:Enhancing Video Generation through Direct Preference Optimization for Human-Centric Alignment—0
Hybrid Video Diffusion Models with 2D Triplane and 3D Wavelet Representation—0
I2V3D: Controllable image-to-video generation with 3D guidance—0
I2VControl-Camera: Precise Video Camera Control with Adjustable Motion Strength—0
I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models—0
I4VGen: Image as Free Stepping Stone for Text-to-Video Generation—0
iButter: Neural Interactive Bullet Time Generator for Human Free-viewpoint Rendering—0
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model—0
iDiT-HOI: Inpainting-based Hand Object Interaction Reenactment via Video Diffusion Transformer—0
IF-MDM: Implicit Face Motion Diffusion Model for High-Fidelity Realtime Talking Head Generation—0
ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation—0
IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation—0
Imagen Video: High Definition Video Generation with Diffusion Models—0
Image-to-Video Generation via 3D Facial Dynamics—0
Imagine360: Immersive 360 Video Generation from Perspective Anchor—0
Importance-Based Token Merging for Efficient Image and Video Generation—0
Impossible Videos—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