Trending Research

Zero-Shot Text-to-Image Generation

24 Feb 2021openai/DALL-E

Text-to-image generation has traditionally focused on finding better modeling assumptions for training on a fixed dataset.

TEXT-TO-IMAGE GENERATION

1,580
4.97 stars / hour

Monster Mash: A Single-View Approach to Casual 3D Modeling and Animation

1 Dec 2020google/monster-mash

Monster Mash is a new sketch-based modeling and animation tool that allows you to quickly sketch a character, inflate it into 3D, and promptly animate it.

292
3.25 stars / hour

ContraGAN: Contrastive Learning for Conditional Image Generation

NeurIPS 2020 POSTECH-CVLab/PyTorch-StudioGAN

The discriminator of ContraGAN discriminates the authenticity of given samples and minimizes a contrastive objective to learn the relations between training images.

CONDITIONAL IMAGE GENERATION DATA AUGMENTATION

697
1.26 stars / hour

Inverse-Category-Frequency based supervised term weighting scheme for text categorization

13 Dec 2010zveryansky/textvec

Term weighting schemes often dominate the performance of many classifiers, such as kNN, centroid-based classifier and SVMs.

INFORMATION RETRIEVAL TEXT CATEGORIZATION

165
1.20 stars / hour

Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions

24 Feb 2021whai362/PVT

Unlike the recently-proposed Transformer model (e. g., ViT) that is specially designed for image classification, we propose Pyramid Vision Transformer~(PVT), which overcomes the difficulties of porting Transformer to various dense prediction tasks.

IMAGE CLASSIFICATION INSTANCE SEGMENTATION OBJECT DETECTION SEMANTIC SEGMENTATION

194
1.11 stars / hour

Simple multi-dataset detection

25 Feb 2021xingyizhou/UniDet

How do we build a general and broad object detection system?

INSTANCE SEGMENTATION OBJECT DETECTION SEMANTIC SEGMENTATION

153
1.08 stars / hour

First Order Motion Model for Image Animation

NeurIPS 2019 AliaksandrSiarohin/first-order-model

To achieve this, we decouple appearance and motion information using a self-supervised formulation.

IMAGE ANIMATION VIDEO RECONSTRUCTION

9,905
0.64 stars / hour

FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance

19 Nov 2020AI4Finance-LLC/FinRL-Library

In this paper, we introduce a DRL library FinRL that facilitates beginners to expose themselves to quantitative finance and to develop their own stock trading strategies.

STOCK MARKET PREDICTION

1,437
0.56 stars / hour

From Discrete to Continuous Convolution Layers

19 Jun 2020assafshocher/ResizeRight

We propose a generalization of the common Conv-layer, from a discrete layer to a Continuous Convolution (CC) Layer.

67
0.46 stars / hour

Convolution-Free Medical Image Segmentation using Transformers

26 Feb 2021The-AI-Summer/self-attention-cv

We show that the proposed model can achieve segmentation accuracies that are better than the state of the art CNNs on three datasets.

MEDICAL IMAGE SEGMENTATION SEMANTIC SEGMENTATION

96
0.42 stars / hour