Recurrent Highway Networks with Grouped Auxiliary Memory

IEEE Access 2019 WilliamRo/gam_rhn

In this paper, we address these issues by proposing a novel RNN architecture based on RHN, namely the Recurrent Highway Network with Grouped Auxiliary Memory (GAM-RHN).

LANGUAGE MODELLING SEQUENTIAL IMAGE CLASSIFICATION STOCK TREND PREDICTION

1
13 Dec 2019

The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images

12 Dec 2019holms-ur/fine-tuning

A correct localisation of tables in a document is instrumental for determining their structure and extracting their contents; therefore, table detection is a key step in table understanding.

OBJECT DETECTION TABLE DETECTION

1
12 Dec 2019

Meaning guided video captioning

12 Dec 2019captanlevi/Meaning-guided-video-captioning-

Current video captioning approaches often suffer from problems of missing objects in the video to be described, while generating captions semantically similar with ground truth sentences.

OBJECT DETECTION VIDEO CAPTIONING

3
12 Dec 2019

The Use of Deep Learning for Symbolic Integration: A Review of (Lample and Charton, 2019)

12 Dec 2019drmonroe/machinelearning_press_analysis

Lample and Charton (2019) describe a system that uses deep learning technology to compute symbolic, indefinite integrals, and to find symbolic solutions to first- and second-order ordinary differential equations, when the solutions are elementary functions.

1
12 Dec 2019

Efficient Per-Example Gradient Computations in Convolutional Neural Networks

12 Dec 2019owkin/grad-cnns

One notable application comes from the field of differential privacy, where per-example gradients must be norm-bounded in order to limit the impact of each example on the aggregated batch gradient.

5
12 Dec 2019

Pathway Activity Analysis and Metabolite Annotation for Untargeted Metabolomics using Probabilistic Modeling

12 Dec 2019HassounLab/PUMA

Annotation results are in agreement to those obtained using other tools that utilize additional information in the form of spectral signatures.

0
12 Dec 2019

The PlayStation Reinforcement Learning Environment (PSXLE)

12 Dec 2019carlospurves/psxle

We propose a new benchmark environment for evaluating Reinforcement Learning (RL) algorithms: the PlayStation Learning Environment (PSXLE), a PlayStation emulator modified to expose a simple control API that enables rich game-state representations.

1
12 Dec 2019

IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks

12 Dec 2019conscienceli/IterNet

Retinal vessel segmentation is of great interest for diagnosis of retinal vascular diseases.

RETINAL VESSEL SEGMENTATION SEMANTIC SEGMENTATION

3
12 Dec 2019

One Framework to Register Them All: PointNet Encoding for Point Cloud Alignment

12 Dec 2019vinits5/pointnet-registration-framework

We perform extensive simulation and real-world experiments to validate the efficacy of our approach and compare the performance with state-of-art approaches.

3D RECONSTRUCTION OBJECT DETECTION POSE ESTIMATION

3
12 Dec 2019

Deep motion estimation for parallel inter-frame prediction in video compression

11 Dec 2019adnortje/deepvideo

Standard video codecs rely on optical flow to guide inter-frame prediction: pixels from reference frames are moved via motion vectors to predict target video frames.

MOTION ESTIMATION OPTICAL FLOW ESTIMATION VIDEO COMPRESSION

6
11 Dec 2019