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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 901–950 of 1466 papers

TitleStatusHype
Latent-Reframe: Enabling Camera Control for Video Diffusion Model without Training—0
Mind the Time: Temporally-Controlled Multi-Event Video Generation—0
DiCoDe: Diffusion-Compressed Deep Tokens for Autoregressive Video Generation with Language Models—0
PaintScene4D: Consistent 4D Scene Generation from Text Prompts—0
IF-MDM: Implicit Face Motion Diffusion Model for High-Fidelity Realtime Talking Head Generation—0
MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation—0
Movie Gen: SWOT Analysis of Meta's Generative AI Foundation Model for Transforming Media Generation, Advertising, and Entertainment Industries—0
GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration—0
Instructional Video Generation—0
Mimir: Improving Video Diffusion Models for Precise Text Understanding—0
Advancing Auto-Regressive Continuation for Video Frames—0
SINGER: Vivid Audio-driven Singing Video Generation with Multi-scale Spectral Diffusion Model—0
Seeing Beyond Views: Multi-View Driving Scene Video Generation with Holistic Attention—0
Imagine360: Immersive 360 Video Generation from Perspective Anchor—0
AniGS: Animatable Gaussian Avatar from a Single Image with Inconsistent Gaussian Reconstruction—0
OmniCreator: Self-Supervised Unified Generation with Universal Editing—0
Motion Prompting: Controlling Video Generation with Motion Trajectories—0
Improving Dynamic Object Interactions in Text-to-Video Generation with AI Feedback—0
InfinityDrive: Breaking Time Limits in Driving World Models—0
Long Video Diffusion Generation with Segmented Cross-Attention and Content-Rich Video Data Curation—0
CPA: Camera-pose-awareness Diffusion Transformer for Video Generation—0
World-consistent Video Diffusion with Explicit 3D Modeling—0
FLOAT: Generative Motion Latent Flow Matching for Audio-driven Talking Portrait—0
MoTrans: Customized Motion Transfer with Text-driven Video Diffusion Models—0
Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation—0
DIVD: Deblurring with Improved Video Diffusion Model—0
Human Action CLIPs: Detecting AI-generated Human Motion—0
Motion Dreamer: Realizing Physically Coherent Video Generation through Scene-Aware Motion ReasoningCode0
Fleximo: Towards Flexible Text-to-Human Motion Video Generation—0
Motion Modes: What Could Happen Next?—0
SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing—0
OpenHumanVid: A Large-Scale High-Quality Dataset for Enhancing Human-Centric Video Generation—0
MSG score: A Comprehensive Evaluation for Multi-Scene Video Generation—0
Trajectory Attention for Fine-grained Video Motion Control—0
MotionCharacter: Identity-Preserving and Motion Controllable Human Video Generation—0
AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers—0
Towards Chunk-Wise Generation for Long Videos—0
Individual Content and Motion Dynamics Preserved Pruning for Video Diffusion Models—0
Free^2Guide: Gradient-Free Path Integral Control for Enhancing Text-to-Video Generation with Large Vision-Language Models—0
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey—0
AnchorCrafter: Animate CyberAnchors Saling Your Products via Human-Object Interacting Video Generation—0
PersonalVideo: High ID-Fidelity Video Customization without Dynamic and Semantic Degradation—0
PhysMotion: Physics-Grounded Dynamics From a Single Image—0
DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation—0
Pathways on the Image Manifold: Image Editing via Video Generation—0
Human-Activity AGV Quality Assessment: A Benchmark Dataset and an Objective Evaluation Metric—0
LetsTalk: Latent Diffusion Transformer for Talking Video Synthesis—0
Optical-Flow Guided Prompt Optimization for Coherent Video Generation—0
Importance-Based Token Merging for Efficient Image and Video Generation—0
Neuro-Symbolic Evaluation of Text-to-Video Models using Formal VerificationCode0
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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