Trending Research

A Large-Scale Rich Context Query and Recommendation Dataset in Online Knowledge-Sharing

THUIR/ZhihuRec-Dataset 11 Jun 2021

To the best of our knowledge, this is the largest real-world interaction dataset for personalized recommendation.

Gender Prediction

51
0.51 stars / hour

Styleformer: Transformer based Generative Adversarial Networks with Style Vector

Jeeseung-Park/Styleformer 13 Jun 2021

We propose Styleformer, which is a style-based generator for GAN architecture, but a convolution-free transformer-based generator.

Image Generation

57
0.51 stars / hour

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark

CBLUEbenchmark/CBLUE 15 Jun 2021

Artificial Intelligence (AI), along with the recent progress in biomedical language understanding, is gradually changing medical practice.

Intent Classification Medical Concept Normalization +5

95
0.48 stars / hour

Video Super-Resolution Transformer

caojiezhang/VSR-Transformer 12 Jun 2021

Specifically, to tackle the first issue, we present a spatial-temporal convolutional self-attention layer with a theoretical understanding to exploit the locality information.

Optical Flow Estimation Video Super-Resolution

69
0.48 stars / hour

HUMAP: Hierarchical Uniform Manifold Approximation and Projection

wilsonjr/humap 14 Jun 2021

Dimensionality reduction (DR) techniques help analysts to understand patterns in high-dimensional spaces.

Dimensionality Reduction

34
0.45 stars / hour

Thinking Like Transformers

tech-srl/RASP 13 Jun 2021

In this paper we aim to change that, proposing a computational model for the transformer-encoder in the form of a programming language.

37
0.44 stars / hour

OpenBox: A Generalized Black-box Optimization Service

PKU-DAIR/open-box 1 Jun 2021

Black-box optimization (BBO) has a broad range of applications, including automatic machine learning, engineering, physics, and experimental design.

Transfer Learning

66
0.44 stars / hour

AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation

chenmingxiang110/AugNet 11 Jun 2021

In our evaluations, the method outperforms all the state-of-the-art image retrieval algorithms on some out-of-domain image datasets.

Clustering Image Augmentation +3

53
0.44 stars / hour

SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training

somepago/saint 2 Jun 2021

We devise a hybrid deep learning approach to solving tabular data problems.

Fraud Detection

100
0.40 stars / hour

GAN Prior Embedded Network for Blind Face Restoration in the Wild

yangxy/GPEN 13 May 2021

The proposed GAN prior embedded network (GPEN) is easy-to-implement, and it can generate visually photo-realistic results.

Blind Face Restoration Image Generation

154
0.40 stars / hour