Scene Generation

57 papers with code • 3 benchmarks • 6 datasets

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Libraries

Use these libraries to find Scene Generation models and implementations
3 papers
1,303

SemCity: Semantic Scene Generation with Triplane Diffusion

zoomin-lee/semcity 12 Mar 2024

In this paper, we concentrate on generating a real-outdoor scene through learning a diffusion model on a real-world outdoor dataset.

95
12 Mar 2024

WoVoGen: World Volume-aware Diffusion for Controllable Multi-camera Driving Scene Generation

fudan-zvg/wovogen 5 Dec 2023

Generating multi-camera street-view videos is critical for augmenting autonomous driving datasets, addressing the urgent demand for extensive and varied data.

67
05 Dec 2023

Pyramid Diffusion for Fine 3D Large Scene Generation

Yuheng-SWJTU/pyramid-discrete-diffusion 20 Nov 2023

Directly transferring the 2D techniques to 3D scene generation is challenging due to significant resolution reduction and the scarcity of comprehensive real-world 3D scene datasets.

25
20 Nov 2023

High-fidelity Person-centric Subject-to-Image Synthesis

codegoat24/face-diffuser 17 Nov 2023

Specifically, we first develop two specialized pre-trained diffusion models, i. e., Text-driven Diffusion Model (TDM) and Subject-augmented Diffusion Model (SDM), for scene and person generation, respectively.

8
17 Nov 2023

LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts

hananshafi/llmblueprint 16 Oct 2023

Diffusion-based generative models have significantly advanced text-to-image generation but encounter challenges when processing lengthy and intricate text prompts describing complex scenes with multiple objects.

45
16 Oct 2023

RoomDesigner: Encoding Anchor-latents for Style-consistent and Shape-compatible Indoor Scene Generation

zhao-yiqun/roomdesigner 16 Oct 2023

Indoor scene generation aims at creating shape-compatible, style-consistent furniture arrangements within a spatially reasonable layout.

20
16 Oct 2023

On the Generation of a Synthetic Event-Based Vision Dataset for Navigation and Landing

europeanspaceagency/trajectory-to-events 1 Aug 2023

We anticipate that novel event-based vision datasets can be generated using this pipeline to support various spacecraft pose reconstruction problems given events as input, and we hope that the proposed methodology would attract the attention of researchers working at the intersection of neuromorphic vision and guidance navigation and control.

1
01 Aug 2023

Language Conditioned Traffic Generation

Ariostgx/lctgen 16 Jul 2023

In this work, we turn to language as a source of supervision for dynamic traffic scene generation.

24
16 Jul 2023

DiffInDScene: Diffusion-based High-Quality 3D Indoor Scene Generation

akirahero/diffindscene 1 Jun 2023

In addition to the scene generation, the final part of DiffInDScene can be used as a post-processing module to refine the 3D reconstruction results from multi-view stereo.

2
01 Jun 2023

CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion

ymxlzgy/commonscenes NeurIPS 2023

The generated scenes can be manipulated by editing the input scene graph and sampling the noise in the diffusion model.

47
25 May 2023