Trending Research

TensorNetwork: A Library for Physics and Machine Learning

3 May 2019google/TensorNetwork

TensorNetwork is an open source library for implementing tensor network algorithms.

TENSOR NETWORKS

1,035
0.69 stars / hour

3D human pose estimation in video with temporal convolutions and semi-supervised training

CVPR 2019 facebookresearch/VideoPose3D

We start with predicted 2D keypoints for unlabeled video, then estimate 3D poses and finally back-project to the input 2D keypoints.

3D HUMAN POSE ESTIMATION

1,142
0.54 stars / hour

Why Having 10,000 Parameters in Your Camera Model is Better Than Twelve

5 Dec 2019puzzlepaint/camera_calibration

In contrast, generic camera models allow for very accurate calibration due to their flexibility.

CALIBRATION POSE ESTIMATION STEREO DEPTH ESTIMATION

33
0.54 stars / hour

EfficientDet: Scalable and Efficient Object Detection

20 Nov 2019toandaominh1997/EfficientDet.Pytorch

Model efficiency has become increasingly important in computer vision.

 SOTA for Object Detection on COCO 2017 (mAP metric )

OBJECT DETECTION

182
0.54 stars / hour

Neural Tangents: Fast and Easy Infinite Neural Networks in Python

5 Dec 2019google/neural-tangents

Neural Tangents is a library designed to enable research into infinite-width neural networks.

BAYESIAN INFERENCE

293
0.44 stars / hour

Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research

12 Nov 2019NVIDIAGameWorks/kaolin

We present Kaolin, a PyTorch library aiming to accelerate 3D deep learning research.

1,263
0.41 stars / hour

Scale-Aware Trident Networks for Object Detection

ICCV 2019 facebookresearch/detectron2

In this work, we first present a controlled experiment to investigate the effect of receptive fields for scale variation in object detection.

OBJECT DETECTION

6,352
0.35 stars / hour

Unified Language Model Pre-training for Natural Language Understanding and Generation

NeurIPS 2019 microsoft/unilm

This paper presents a new Unified pre-trained Language Model (UniLM) that can be fine-tuned for both natural language understanding and generation tasks.

 SOTA for Text Summarization on GigaWord (using extra training data)

ABSTRACTIVE TEXT SUMMARIZATION DOCUMENT SUMMARIZATION LANGUAGE MODELLING QUESTION ANSWERING QUESTION GENERATION TEXT GENERATION

388
0.28 stars / hour

Bayesian Temporal Factorization for Multidimensional Time Series Prediction

14 Oct 2019xinychen/transdim

In this paper, we propose a Bayesian temporal factorization (BTF) framework for modeling multidimensional time series---in particular spatiotemporal data---in the presence of missing values.

IMPUTATION TIME SERIES TIME SERIES PREDICTION

154
0.26 stars / hour

CSPNet: A New Backbone that can Enhance Learning Capability of CNN

27 Nov 2019WongKinYiu/CrossStagePartialNetworks

Neural networks have enabled state-of-the-art approaches to achieve incredible results on computer vision tasks such as object detection.

OBJECT DETECTION

48
0.25 stars / hour