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Collections including paper arxiv:2312.00858

Optimizing diffusion models

Provides a list of papers focusing on optimizing T2I diffusion models, targeting fewer timesteps, architecture optimization, and more.

Progressive Distillation for Fast Sampling of Diffusion Models

Paper • 2202.00512 • Published Feb 1, 2022 • 1
On Distillation of Guided Diffusion Models

Paper • 2210.03142 • Published Oct 6, 2022
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Paper • 2309.06380 • Published Sep 12, 2023 • 32
Consistency Models

Paper • 2303.01469 • Published Mar 2, 2023 • 8

aMUSEd: An Open MUSE Reproduction

Paper • 2401.01808 • Published Jan 3 • 28
From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations

Paper • 2401.01885 • Published Jan 3 • 27
SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity

Paper • 2401.00604 • Published Dec 31, 2023 • 4
LARP: Language-Agent Role Play for Open-World Games

Paper • 2312.17653 • Published Dec 24, 2023 • 30

accelerating denoising steps

DeepCache: Accelerating Diffusion Models for Free

Paper • 2312.00858 • Published Dec 1, 2023 • 21
Rejuvenating image-GPT as Strong Visual Representation Learners

Paper • 2312.02147 • Published Dec 4, 2023 • 4

DeepCache: Accelerating Diffusion Models for Free

Paper • 2312.00858 • Published Dec 1, 2023 • 21
HiFi Tuner: High-Fidelity Subject-Driven Fine-Tuning for Diffusion Models

Paper • 2312.00079 • Published Nov 30, 2023 • 14
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models

Paper • 2312.04410 • Published Dec 7, 2023 • 14
SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing

Paper • 2312.11392 • Published Dec 18, 2023 • 19

One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning

Paper • 2306.07967 • Published Jun 13, 2023 • 24
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

Paper • 2306.07954 • Published Jun 13, 2023 • 113
TryOnDiffusion: A Tale of Two UNets

Paper • 2306.08276 • Published Jun 14, 2023 • 73
Seeing the World through Your Eyes

Paper • 2306.09348 • Published Jun 15, 2023 • 33

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 96
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 74
In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 41
Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 40

A Zero-Shot Language Agent for Computer Control with Structured Reflection

Paper • 2310.08740 • Published Oct 12, 2023 • 14
AgentTuning: Enabling Generalized Agent Abilities for LLMs

Paper • 2310.12823 • Published Oct 19, 2023 • 35
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Paper • 2308.10848 • Published Aug 21, 2023 • 1
CLEX: Continuous Length Extrapolation for Large Language Models

Paper • 2310.16450 • Published Oct 25, 2023 • 9

any size diffusion

Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images

Paper • 2308.16582 • Published Aug 31, 2023 • 10
DreamSpace: Dreaming Your Room Space with Text-Driven Panoramic Texture Propagation

Paper • 2310.13119 • Published Oct 19, 2023 • 11
DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

Paper • 2310.16818 • Published Oct 25, 2023 • 30
Text-to-3D with classifier score distillation

Paper • 2310.19415 • Published Oct 30, 2023 • 4

Diffusion models

Explore the capabilities of diffusion models for natural language processing. This collection features a diverse set of models trained using diffusion

PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Paper • 2309.05793 • Published Sep 11, 2023 • 50
3D Gaussian Splatting for Real-Time Radiance Field Rendering

Paper • 2308.04079 • Published Aug 8, 2023 • 170
stabilityai/stable-diffusion-xl-base-1.0

Text-to-Image • Updated Oct 30, 2023 • 2.86M • • 5.94k
Ryukijano/lora-trained-xl-kaggle-p100

Text-to-Image • Updated Sep 28 • 19 • • 1

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