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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1001–1050 of 1466 papers

TitleStatusHype
Boosting Camera Motion Control for Video Diffusion Transformers—0
Quality Prediction of AI Generated Images and Videos: Emerging Trends and Opportunities—0
HARIVO: Harnessing Text-to-Image Models for Video Generation—0
Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content—0
Scaling Laws For Diffusion Transformers—0
Animating the Past: Reconstruct Trilobite via Video Generation—0
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete DiffusionCode0
Trans4D: Realistic Geometry-Aware Transition for Compositional Text-to-4D SynthesisCode0
ViBiDSampler: Enhancing Video Interpolation Using Bidirectional Diffusion Sampler—0
BroadWay: Boost Your Text-to-Video Generation Model in a Training-free Way—0
GR-2: A Generative Video-Language-Action Model with Web-Scale Knowledge for Robot Manipulation—0
The Dawn of Video Generation: Preliminary Explorations with SORA-like Models—0
ACDC: Autoregressive Coherent Multimodal Generation using Diffusion Correction—0
Realizing Video Summarization from the Path of Language-based Semantic Understanding—0
Noise Crystallization and Liquid Noise: Zero-shot Video Generation using Image Diffusion Models—0
People are poorly equipped to detect AI-powered voice clones—0
Loong: Generating Minute-level Long Videos with Autoregressive Language Models—0
COMUNI: Decomposing Common and Unique Video Signals for Diffusion-based Video Generation—0
Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs—0
ImmersePro: End-to-End Stereo Video Synthesis Via Implicit Disparity LearningCode0
Convergence of Diffusion Models Under the Manifold Hypothesis in High-Dimensions—0
Self-Supervised Learning of Deviation in Latent Representation for Co-speech Gesture Video Generation—0
Pose-Guided Fine-Grained Sign Language Video Generation—0
Gen2Act: Human Video Generation in Novel Scenarios enables Generalizable Robot Manipulation—0
Technical Report: Competition Solution For Modelscope-Sora—0
Advancing Video Quality Assessment for AIGC—0
Multi-Modal Generative AI: Multi-modal LLM, Diffusion and Beyond—0
Video-to-Audio Generation with Fine-grained Temporal Semantics—0
FaceVid-1K: A Large-Scale High-Quality Multiracial Human Face Video Dataset—0
Dormant: Defending against Pose-driven Human Image AnimationCode0
JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation—0
JoyHallo: Digital human model for Mandarin—0
Denoising Reuse: Exploiting Inter-frame Motion Consistency for Efficient Video Latent Generation—0
The Art of Storytelling: Multi-Agent Generative AI for Dynamic Multimodal Narratives—0
OSV: One Step is Enough for High-Quality Image to Video Generation—0
EMOdiffhead: Continuously Emotional Control in Talking Head Generation via DiffusionCode0
DiffTED: One-shot Audio-driven TED Talk Video Generation with Diffusion-based Co-speech Gestures—0
G3PT: Unleash the power of Autoregressive Modeling in 3D Generation via Cross-scale Querying Transformer—0
MyGo: Consistent and Controllable Multi-View Driving Video Generation with Camera Control—0
DriveScape: Towards High-Resolution Controllable Multi-View Driving Video Generation—0
Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency—0
DiVE: DiT-based Video Generation with Enhanced Control—0
CyberHost: Taming Audio-driven Avatar Diffusion Model with Region Codebook Attention—0
OD-VAE: An Omni-dimensional Video Compressor for Improving Latent Video Diffusion Model—0
Compositional 3D-aware Video Generation with LLM Director—0
VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers—0
DriveGenVLM: Real-world Video Generation for Vision Language Model based Autonomous Driving—0
One-Shot Learning Meets Depth Diffusion in Multi-Object Videos—0
Alignment is All You Need: A Training-free Augmentation Strategy for Pose-guided Video Generation—0
GenDDS: Generating Diverse Driving Video Scenarios with Prompt-to-Video Generative Model—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