SOTAVerified

Image Outpainting

Predicting the visual context of an image beyond its boundary.

Image credit: NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–47 of 47 papers

TitleStatusHype
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual SynthesisCode4
MaskGIT: Masked Generative Image TransformerCode3
Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based ApproachCode2
SinDiffusion: Learning a Diffusion Model from a Single Natural ImageCode2
VIP: Versatile Image Outpainting Empowered by Multimodal Large Language ModelCode1
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and SegmentationCode1
Outpainting by QueriesCode1
FisheyeEX: Polar Outpainting for Extending the FoV of Fisheye LensCode1
Cylin-Painting: Seamless 360 Panoramic Image Outpainting and BeyondCode1
Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background CreationCode1
Generalised Image Outpainting with U-TransformerCode1
In-N-Out: Towards Good Initialization for Inpainting and OutpaintingCode1
Bridging the Visual Gap: Wide-Range Image BlendingCode1
Taming Transformers for High-Resolution Image SynthesisCode1
SiENet: Siamese Expansion Network for Image ExtrapolationCode1
Enhanced Residual Networks for Context-based Image OutpaintingCode1
Image Outpainting and Harmonization using Generative Adversarial NetworksCode1
Wide-Context Semantic Image ExtrapolationCode1
PanoGen++: Domain-Adapted Text-Guided Panoramic Environment Generation for Vision-and-Language Navigation—0
Unboxed: Geometrically and Temporally Consistent Video Outpainting—0
Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning—0
CamFreeDiff: Camera-free Image to Panorama Generation with Diffusion Model—0
Diffusion-based Generative Image Outpainting for Recovery of FOV-Truncated CT ImagesCode0
ByteEdit: Boost, Comply and Accelerate Generative Image Editing—0
Dream360: Diverse and Immersive Outdoor Virtual Scene Creation via Transformer-Based 360 Image Outpainting—0
Shadow-Enlightened Image Outpainting—0
A framework for conditional diffusion modelling with applications in motif scaffolding for protein design—0
NeRF-Enhanced Outpainting for Faithful Field-of-View Extrapolation—0
Hierarchical Masked 3D Diffusion Model for Video Outpainting—0
PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation—0
Learning 3D Photography Videos via Self-supervised Diffusion on Single Images—0
Structure-guided Image Outpainting—0
Memory Efficient Patch-based Training for INR-based GANs—0
Scene Graph Expansion for Semantics-Guided Image Outpainting—0
Towards Reliable Image Outpainting: Learning Structure-Aware Multimodal Fusion with Depth Guidance—0
InOut: Diverse Image Outpainting via GAN Inversion—0
Contextual Outpainting With Object-Level Contrastive Learning—0
Boosting Image Outpainting with Semantic Layout Prediction—0
ReGO: Reference-Guided Outpainting for Scenery ImageCode0
In&Out : Diverse Image Outpainting via GAN Inversion—0
Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning—0
Sketch-Guided Scenery Image Outpainting—0
Nested Scale Editing for Conditional Image Synthesis—0
Nested Scale-Editing for Conditional Image Synthesis—0
Very Long Natural Scenery Image Prediction by OutpaintingCode0
Multimodal Image Outpainting With Regularized Normalized DiversificationCode0
Painting Outside the Box: Image Outpainting with GANsCode0
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All datasetsLHQCMSCOCOPlaces365-Standard

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TamingBlock-FID (Right Extend)22.53—Unverified
2MaskGITBlock-FID (Right Extend)14.68—Unverified
3NUWA-InfinityBlock-FID (Right Extend)6.45—Unverified
4NUWA-Infinity w/o textBlock-FID (Right Extend)6.43—Unverified
#ModelMetricClaimedVerifiedStatus
1NUWA-3DCLIP Similarity32.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Residual EncoderL10.08—Unverified