Trending Research

GANs N' Roses: Stable, Controllable, Diverse Image to Image Translation (works for videos too!)

mchong6/GANsNRoses 11 Jun 2021

This adversarial loss guarantees the map is diverse -- a very wide range of anime can be produced from a single content code.

Image-to-Image Translation

309
2.83 stars / hour

SimSwap: An Efficient Framework For High Fidelity Face Swapping

neuralchen/SimSwap 11 Jun 2021

In contrast to previous approaches that either lack the ability to generalize to arbitrary identity or fail to preserve attributes like facial expression and gaze direction, our framework is capable of transferring the identity of an arbitrary source face into an arbitrary target face while preserving the attributes of the target face.

 Ranked #1 on Face Swapping on FaceForensics++ (ID retrieval metric)

Face Swapping

439
2.45 stars / hour

SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

NVlabs/SegFormer 31 May 2021

We present SegFormer, a simple, efficient yet powerful semantic segmentation framework which unifies Transformers with lightweight multilayer perception (MLP) decoders.

Semantic Segmentation

259
1.55 stars / hour

DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning

kwai/DouZero 11 Jun 2021

Games are abstractions of the real world, where artificial agents learn to compete and cooperate with other agents.

Multi-agent Reinforcement Learning

169
1.44 stars / hour

Towards Real-World Blind Face Restoration with Generative Facial Prior

TencentARC/GFPGAN 11 Jan 2021

Blind face restoration usually relies on facial priors, such as facial geometry prior or reference prior, to restore realistic and faithful details.

Blind Face Restoration GAN inversion

83
0.76 stars / hour

Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images

vishal3477/Reverse_Engineering_GMs 15 Jun 2021

To tackle this problem, we propose a framework with two components: a Fingerprint Estimation Network (FEN), which estimates a GM fingerprint from a generated image by training with four constraints to encourage the fingerprint to have desired properties, and a Parsing Network (PN), which predicts network architecture and loss functions from the estimated fingerprints.

DeepFake Detection Face Swapping

28
0.74 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

53
0.63 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

90
0.63 stars / hour

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

46
0.63 stars / hour

EPSANet: An Efficient Pyramid Split Attention Block on Convolutional Neural Network

xmu-xiaoma666/External-Attention-pytorch 30 May 2021

Recently, it has been demonstrated that the performance of a deep convolutional neural network can be effectively improved by embedding an attention module into it.

Image Classification Instance Segmentation +2

362
0.59 stars / hour