Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models

compvis/latent-diffusion 26 Jul 2022

In RDMs, a set of nearest neighbors is retrieved from an external database during training for each training instance, and the diffusion model is conditioned on these informative samples.

Image Generation Prompt Engineering

2,614
0.43 stars / hour

Collaborative Neural Rendering using Anime Character Sheets

megvii-research/conr 12 Jul 2022

Drawing images of characters at desired poses is an essential but laborious task in anime production.

Neural Rendering

228
0.41 stars / hour

Multi-Scale 2D Temporal Adjacent Networks for Moment Localization with Natural Language

microsoft/2D-TAN 4 Dec 2020

It is a challenging problem because a target moment may take place in the context of other temporal moments in the untrimmed video.

361
0.40 stars / hour

FRA-RIR: Fast Random Approximation of the Image-source Method

yluo42/fra-rir 8 Aug 2022

The training of modern speech processing systems often requires a large amount of simulated room impulse response (RIR) data in order to allow the systems to generalize well in real-world, reverberant environments.

Denoising Speech Denoising

56
0.38 stars / hour

Expanding Language-Image Pretrained Models for General Video Recognition

microsoft/VideoX 4 Aug 2022

Extensive experiments demonstrate that our approach is effective and can be generalized to different video recognition scenarios.

Action Classification Action Recognition +2

361
0.37 stars / hour

Package for Fast ABC-Boost

pltrees/abcboost 18 Jul 2022

Although the gain formula in Li (2010) was derived for logistic regression loss, it is a generic formula for loss functions with second-derivatives.

Multi-class Classification

72
0.37 stars / hour

GAUDI: A Neural Architect for Immersive 3D Scene Generation

apple/ml-gaudi 27 Jul 2022

We introduce GAUDI, a generative model capable of capturing the distribution of complex and realistic 3D scenes that can be rendered immersively from a moving camera.

Image Generation Scene Generation

365
0.36 stars / hour

Deepchecks: A Library for Testing and Validating Machine Learning Models and Data

deepchecks/deepchecks 16 Mar 2022

This paper presents Deepchecks, a Python library for comprehensively validating machine learning models and data.

BIG-bench Machine Learning

1,875
0.34 stars / hour

Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN

Westlake-AI/openmixup 27 May 2022

We observe that MIM essentially teaches the model to learn better middle-level interactions among patches and extract more generalized features.

Image Classification Self-Supervised Learning

112
0.34 stars / hour

Artificial Intelligence and Machine Learning for Quantum Technologies

ml4qtech/collection 7 Aug 2022

In recent years, the dramatic progress in machine learning has begun to impact many areas of science and technology significantly.

27
0.34 stars / hour