Trending Research

Objects as Points

16 Apr 2019xingyizhou/CenterNet

We model an object as a single point --- the center point of its bounding box.

#5 best model for Keypoint Detection on COCO (Test AP metric)

KEYPOINT DETECTION OBJECT DETECTION

659
3.84 stars / hour

CornerNet-Lite: Efficient Keypoint Based Object Detection

18 Apr 2019princeton-vl/CornerNet-Lite

Together these two variants address the two critical use cases in efficient object detection: improving efficiency without sacrificing accuracy, and improving accuracy at real-time efficiency.

REAL-TIME OBJECT DETECTION

203
3.83 stars / hour

Text Classification Algorithms: A Survey

17 Apr 2019kk7nc/Text_Classification

In this paper, a brief overview of text classification algorithms is discussed.

DIMENSIONALITY REDUCTION TEXT CLASSIFICATION

161
2.38 stars / hour

CenterNet: Keypoint Triplets for Object Detection

17 Apr 2019Duankaiwen/CenterNet

In object detection, keypoint-based approaches often suffer a large number of incorrect object bounding boxes, arguably due to the lack of an additional look into the cropped regions.

OBJECT DETECTION

400
2.09 stars / hour

Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution

10 Apr 2019lxtGH/OctaveConv_pytorch

Similarly, the output feature maps of a convolution layer can also be seen as a mixture of information at different frequencies.

IMAGE CLASSIFICATION VIDEO RECOGNITION

198
1.60 stars / hour

Adaptively Connected Neural Networks

7 Apr 2019lxtGH/OctaveConv_pytorch

This paper presents a novel adaptively connected neural network (ACNet) to improve the traditional convolutional neural networks (CNNs) {in} two aspects.

DOCUMENT CLASSIFICATION IMAGE CLASSIFICATION PERSON RE-IDENTIFICATION

198
1.60 stars / hour

Res2Net: A New Multi-scale Backbone Architecture

2 Apr 2019lxtGH/OctaveConv_pytorch

We evaluate the Res2Net block on all these models and demonstrate consistent performance gains over baseline models on widely-used datasets, e. g., CIFAR-100 and ImageNet.

IMAGE CLASSIFICATION SALIENT OBJECT DETECTION

198
1.60 stars / hour

A Repository of Conversational Datasets

13 Apr 2019PolyAI-LDN/conversational-datasets

Progress in Machine Learning is often driven by the availability of large datasets, and consistent evaluation metrics for comparing modeling approaches.

CONVERSATIONAL RESPONSE SELECTION DIALOGUE UNDERSTANDING

240
1.05 stars / hour

Reconstructing Video from Interferometric Measurements of Time-Varying Sources

3 Nov 2017achael/eht-imaging

Most recently, the Event Horizon Telescope (EHT) has extended VLBI to short millimeter wavelengths with a goal of achieving angular resolution sufficient for imaging the event horizons of nearby supermassive black holes.

IMAGE IMPUTATION RADIO INTERFEROMETRY

4,634
1.05 stars / hour

Semantic Image Synthesis with Spatially-Adaptive Normalization

18 Mar 2019NVlabs/SPADE

We propose spatially-adaptive normalization, a simple but effective layer for synthesizing photorealistic images given an input semantic layout.

IMAGE-TO-IMAGE TRANSLATION

3,679
0.67 stars / hour