Trending Research

Scale-Aware Trident Networks for Object Detection

7 Jan 2019facebookresearch/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

4,098
1.16 stars / hour

LOST: A flexible framework for semi-automatic image annotation

16 Oct 2019l3p-cv/lost

In this paper we present a framework that allows for a quick and flexible design of semi-automatic annotation pipelines.

160
1.12 stars / hour

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

26 Sep 2019brightmart/albert_zh

Increasing model size when pretraining natural language representations often results in improved performance on downstream tasks.

LINGUISTIC ACCEPTABILITY NATURAL LANGUAGE INFERENCE QUESTION ANSWERING SEMANTIC TEXTUAL SIMILARITY SENTIMENT ANALYSIS

1,091
0.63 stars / hour

BoTorch: Programmable Bayesian Optimization in PyTorch

14 Oct 2019pytorch/botorch

Bayesian optimization provides sample-efficient global optimization for a broad range of applications, including automatic machine learning, molecular chemistry, and experimental design.

BAYESIAN OPTIMISATION

1,268
0.60 stars / hour

Auto-Encoding Variational Bayes

20 Dec 2013pytorch/botorch

First, we show that a reparameterization of the variational lower bound yields a lower bound estimator that can be straightforwardly optimized using standard stochastic gradient methods.

1,268
0.60 stars / hour

Kimera: an Open-Source Library for Real-Time Metric-Semantic Localization and Mapping

6 Oct 2019MIT-SPARK/Kimera

We provide an open-source C++ library for real-time metric-semantic visual-inertial Simultaneous Localization And Mapping (SLAM).

3D RECONSTRUCTION SIMULTANEOUS LOCALIZATION AND MAPPING

181
0.55 stars / hour

kaldi

Interspeech 2018 2018 kaldi-asr/kaldi

This is the official location of the Kaldi project.

END-TO-END SPEECH RECOGNITION SPEECH RECOGNITION

7,502
0.54 stars / hour

The Design and Implementation of a Real Time Visual Search System on JD E-commerce Platform

19 Aug 2019vearch/vearch

We present the design and implementation of a visual search system for real time image retrieval on JD. com, the world's third largest and China's largest e-commerce site.

IMAGE RETRIEVAL

191
0.49 stars / hour

MLQA: Evaluating Cross-lingual Extractive Question Answering

16 Oct 2019facebookresearch/MLQA

An alternative to building large monolingual training datasets is to develop cross-lingual systems which can transfer to a target language without requiring training data in that language.

MACHINE TRANSLATION QUESTION ANSWERING

38
0.39 stars / hour

Cross-lingual Language Model Pretraining

22 Jan 2019facebookresearch/MLQA

On unsupervised machine translation, we obtain 34. 3 BLEU on WMT'16 German-English, improving the previous state of the art by more than 9 BLEU.

LANGUAGE MODELLING UNSUPERVISED MACHINE TRANSLATION

38
0.39 stars / hour