Trending Research

DeepPrivacy: A Generative Adversarial Network for Face Anonymization

10 Sep 2019hukkelas/DeepPrivacy

Our model is based on a conditional generative adversarial network, generating images considering the original pose and image background.

 SOTA for Face Anonymization on 2019_test set (using extra training data)

FACE ANONYMIZATION

424
3.08 stars / hour

CTRL: A Conditional Transformer Language Model for Controllable Generation

Preprint 2019 salesforce/ctrl

Large-scale language models show promising text generation capabilities, but users cannot easily control particular aspects of the generated text.

LANGUAGE MODELLING TEXT GENERATION

732
2.45 stars / hour

Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data

13 Sep 2019Qwicen/node

In this paper, we introduce Neural Oblivious Decision Ensembles (NODE), a new deep learning architecture, designed to work with any tabular data.

REPRESENTATION LEARNING

53
1.50 stars / hour

Generating Sequences With Recurrent Neural Networks

4 Aug 2013swechhachoudhary/Handwriting-synthesis

This paper shows how Long Short-term Memory recurrent neural networks can be used to generate complex sequences with long-range structure, simply by predicting one data point at a time.

TEXT GENERATION

68
1.00 stars / hour

Neural Text Generation with Unlikelihood Training

12 Aug 2019facebookresearch/unlikelihood_training

In this paper we show that the likelihood objective itself is at fault, resulting in a model that assigns too much probability to sequences that contain repeats and frequent words unlike the human training distribution.

TEXT GENERATION

66
0.93 stars / hour

CBNet: A Novel Composite Backbone Network Architecture for Object Detection

9 Sep 2019PKUbahuangliuhe/CBNet

In existing CNN based detectors, the backbone network is a very important component for basic feature extraction, and the performance of the detectors highly depends on it.

INSTANCE SEGMENTATION OBJECT DETECTION SEMANTIC SEGMENTATION

101
0.77 stars / hour

Imbalance Problems in Object Detection: A Review

31 Aug 2019kemaloksuz/ObjectDetectionImbalance

In this paper, we present a comprehensive review of the imbalance problems in object detection.

OBJECT DETECTION

248
0.49 stars / hour