Trending Research

MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams

11 Nov 2019bhatiasiddharth/MIDAS

Given a stream of graph edges from a dynamic graph, how can we assign anomaly scores to edges in an online manner, for the purpose of detecting unusual behavior, using constant time and memory?

ANOMALY DETECTION IN EDGE STREAMS

308
1.03 stars / hour

Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison

24 Oct 2019dxli94/WLASL

Based on this new large-scale dataset, we are able to experiment with several deep learning methods for word-level sign recognition and evaluate their performances in large scale scenarios.

SIGN LANGUAGE RECOGNITION

76
0.98 stars / hour

Motion-supervised Co-Part Segmentation

7 Apr 2020AliaksandrSiarohin/motion-cosegmentation

To overcome this limitation, we propose a self-supervised deep learning method for co-part segmentation.

45
0.72 stars / hour

First Order Motion Model for Image Animation

NeurIPS 2019 AliaksandrSiarohin/first-order-model

To achieve this, we decouple appearance and motion information using a self-supervised formulation.

3D DEPTH ESTIMATION IMAGE ANIMATION VIDEO RECONSTRUCTION

2,354
0.71 stars / hour

KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding

7 Apr 2020kakaobrain/KorNLUDatasets

Natural language inference (NLI) and semantic textual similarity (STS) are key tasks in natural language understanding (NLU).

NATURAL LANGUAGE INFERENCE SEMANTIC TEXTUAL SIMILARITY

53
0.63 stars / hour

Proximal Policy Optimization Algorithms

20 Jul 2017wangshub/RL-Stock

We propose a new family of policy gradient methods for reinforcement learning, which alternate between sampling data through interaction with the environment, and optimizing a "surrogate" objective function using stochastic gradient ascent.

DOTA 2 POLICY GRADIENT METHODS

1,124
0.50 stars / hour

COVID-CT-Dataset: A CT Scan Dataset about COVID-19

30 Mar 2020UCSD-AI4H/COVID-CT

CT scans are promising in providing accurate, fast, and cheap screening and testing of COVID-19.

277
0.46 stars / hour

Strip Pooling: Rethinking Spatial Pooling for Scene Parsing

30 Mar 2020Andrew-Qibin/SPNet

Spatial pooling has been proven highly effective in capturing long-range contextual information for pixel-wise prediction tasks, such as scene parsing.

SCENE PARSING

69
0.44 stars / hour

Structure-Preserving Super Resolution with Gradient Guidance

29 Mar 2020Maclory/SPSR

In this paper, we propose a structure-preserving super resolution method to alleviate the above issue while maintaining the merits of GAN-based methods to generate perceptual-pleasant details.

IMAGE SUPER-RESOLUTION

49
0.44 stars / hour