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

4,244
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

1,153
0.59 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.

191
0.58 stars / hour

Billion-scale semi-supervised learning for image classification

2 May 2019facebookresearch/semi-supervised-ImageNet1K-models

This paper presents a study of semi-supervised learning with large convolutional networks.

IMAGE CLASSIFICATION

47
0.56 stars / hour

RLCard: A Toolkit for Reinforcement Learning in Card Games

10 Oct 2019datamllab/rlcard

The goal of RLCard is to bridge reinforcement learning and imperfect information games, and push forward the research of reinforcement learning in domains with multiple agents, large state and action space, and sparse reward.

BOARD GAMES GAME OF POKER MULTI-AGENT REINFORCEMENT LEARNING

230
0.53 stars / hour

Convolutional Character Networks

17 Oct 2019MalongTech/research-charnet

We evaluate CharNet on three standard benchmarks, where it consistently outperforms the state-of-the-art approaches [25, 24] by a large margin, e. g., with improvements of 65. 33%->71. 08% (with generic lexicon) on ICDAR 2015, and 54. 0%->69. 23% on Total-Text, on end-to-end text recognition.

SCENE TEXT DETECTION

55
0.52 stars / hour

Restoring ancient text using deep learning: a case study on Greek epigraphy

14 Oct 2019sommerschield/ancient-text-restoration

Ancient history relies on disciplines such as epigraphy, the study of ancient inscribed texts, for evidence of the recorded past.

ANCIENT TEXT RESTORATION

51
0.43 stars / hour

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

8 May 2019microsoft/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 using textRank on GigaWord (using extra training data)

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

193
0.38 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

193
0.35 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

7,540
0.26 stars / hour