WantWords: An Open-source Online Reverse Dictionary System

thunlp/WantWords EMNLP 2020

A reverse dictionary takes descriptions of words as input and outputs words semantically matching the input descriptions.

2,195
2.65 stars / hour

Masked-attention Mask Transformer for Universal Image Segmentation

facebookresearch/Mask2Former 2 Dec 2021

While only the semantics of each task differ, current research focuses on designing specialized architectures for each task.

Instance Segmentation Panoptic Segmentation

392
2.42 stars / hour

Towards Real-World Blind Face Restoration with Generative Facial Prior

TencentARC/GFPGAN CVPR 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

4,620
1.81 stars / hour

Stacked Hourglass Network with a Multi-level Attention Mechanism: Where to Look for Intervertebral Disc Labeling

rezazad68/deep-intervertebral-disc-labeling 14 Aug 2021

To further improve the performance of the proposed method, we propose a skeleton-based search space to reduce false positive detection.

Pose Estimation Semantic Segmentation

193
1.26 stars / hour

On the Texture Bias for Few-Shot CNN Segmentation

rezazad68/fewshot-segmentation 9 Mar 2020

Despite the initial belief that Convolutional Neural Networks (CNNs) are driven by shapes to perform visual recognition tasks, recent evidence suggests that texture bias in CNNs provides higher performing models when learning on large labeled training datasets.

Few-Shot Semantic Segmentation Semantic Segmentation

206
1.19 stars / hour

FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization

gnobitab/fusedream 2 Dec 2021

We approach text-to-image generation by combining the power of the retrained CLIP representation with an off-the-shelf image generator (GANs), optimizing in the latent space of GAN to find images that achieve maximum CLIP score with the given input text.

Text-to-Image Generation

57
1.17 stars / hour

tsai

timeseriesAI/tsai 29 Oct 2019

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Classification General Classification +2

1,380
1.17 stars / hour

HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing

yuval-alaluf/hyperstyle 30 Nov 2021

In this work, we introduce this approach into the realm of encoder-based inversion.

GAN inversion

460
0.96 stars / hour

Projected GANs Converge Faster

autonomousvision/projected_gan NeurIPS 2021

Generative Adversarial Networks (GANs) produce high-quality images but are challenging to train.

Image Generation

451
0.93 stars / hour

YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for everyone

edresson/yourtts 4 Dec 2021

YourTTS brings the power of a multilingual approach to the task of zero-shot multi-speaker TTS.

Speech Synthesis Voice Conversion

52
0.88 stars / hour