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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 801–850 of 1466 papers

TitleStatusHype
3D Gaussian Splatting with Normal Information for Mesh Extraction and Improved Rendering—0
LayerAnimate: Layer-specific Control for Animation—0
BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations—0
Training-Free Motion-Guided Video Generation with Enhanced Temporal Consistency Using Motion Consistency Loss—0
Qffusion: Controllable Portrait Video Editing via Quadrant-Grid Attention Learning—0
HeteroLLM: Accelerating Large Language Model Inference on Mobile SoCs platform with Heterogeneous AI Accelerators—0
VideoAuteur: Towards Long Narrative Video Generation—0
Multi-subject Open-set Personalization in Video Generation—0
MEt3R: Measuring Multi-View Consistency in Generated Images—0
Progressive Growing of Video Tokenizers for Highly Compressed Latent Spaces—0
LipGen: Viseme-Guided Lip Video Generation for Enhancing Visual Speech Recognition—0
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning—0
Tuning-Free Long Video Generation via Global-Local Collaborative Diffusion—0
Motion-Aware Generative Frame Interpolation—0
Brick-Diffusion: Generating Long Videos with Brick-to-Wall Denoising—0
Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation—0
License Plate Images Generation with Diffusion Models—0
GS-DiT: Advancing Video Generation with Pseudo 4D Gaussian Fields through Efficient Dense 3D Point Tracking—0
JOG3R: Towards 3D-Consistent Video Generators—0
VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control—0
Free-Form Motion Control: A Synthetic Video Generation Dataset with Controllable Camera and Object Motions—0
Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation—0
GS-DiT: Advancing Video Generation with Dynamic 3D Gaussian Fields through Efficient Dense 3D Point Tracking—0
Video-Bench: Human-Aligned Video Generation Benchmark—0
Dynamic Camera Poses and Where to Find Them—0
IM-Zero: Instance-level Motion Controllable Video Generation in a Zero-shot Manner—0
Beyond Text: Implementing Multimodal Large Language Model-Powered Multi-Agent Systems Using a No-Code Platform—0
Co-Speech Gesture Video Generation with Implicit Motion-Audio Entanglement—0
Patch Matters: Training-free Fine-grained Image Caption Enhancement via Local Perception—0
PatchVSR: Breaking Video Diffusion Resolution Limits with Patch-wise Video Super-Resolution—0
DriveScape: High-Resolution Driving Video Generation by Multi-View Feature Fusion—0
Diffusion-based Realistic Listening Head Generation via Hybrid Motion Modeling—0
STDD: Spatio-Temporal Dual Diffusion for Video Generation—0
Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs—0
ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way—0
Satellite to GroundScape - Large-scale Consistent Ground View Generation from Satellite Views—0
I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models—0
MVPortrait: Text-Guided Motion and Emotion Control for Multi-view Vivid Portrait Animation—0
EIDT-V: Exploiting Intersections in Diffusion Trajectories for Model-Agnostic, Zero-Shot, Training-Free Text-to-Video Generation—0
DreamDrive: Generative 4D Scene Modeling from Street View Images—0
Gender Bias in Text-to-Video Generation Models: A case study of Sora—0
Dialogue Director: Bridging the Gap in Dialogue Visualization for Multimodal Storytelling—0
ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation—0
Generative Video Propagation—0
VideoMaker: Zero-shot Customized Video Generation with the Inherent Force of Video Diffusion ModelsCode0
DrivingGPT: Unifying Driving World Modeling and Planning with Multi-modal Autoregressive Transformers—0
ZeroHSI: Zero-Shot 4D Human-Scene Interaction by Video Generation—0
Video Is Worth a Thousand Images: Exploring the Latest Trends in Long Video Generation—0
FFA Sora, video generation as fundus fluorescein angiography simulator—0
Enhancing Multi-Text Long Video Generation Consistency without Tuning: Time-Frequency Analysis, Prompt Alignment, and Theory—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