Trending Research

Scalable Gradients for Stochastic Differential Equations

5 Jan 2020google-research/torchsde

The adjoint sensitivity method scalably computes gradients of solutions to ordinary differential equations.

MOTION CAPTURE VIDEO PREDICTION

430
2.43 stars / hour

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

ACL 2020 marcotcr/checklist

Although measuring held-out accuracy has been the primary approach to evaluate generalization, it often overestimates the performance of NLP models, while alternative approaches for evaluating models either focus on individual tasks or on specific behaviors.

QUESTION ANSWERING SENTIMENT ANALYSIS

409
1.98 stars / hour

Complex-YOLOv4-Pytorch

23 Apr 2020maudzung/Complex-YOLOv4-Pytorch

The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

DATA AUGMENTATION REAL-TIME OBJECT DETECTION

151
1.17 stars / hour

Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild

6 Jun 2019gradio-app/gradio-UI

Their feedback identified that Gradio should support a variety of interfaces and frameworks, allow for easy sharing of the interface, allow for input manipulation and interactive inference by the domain expert, as well as allow embedding the interface in iPython notebooks.

354
0.94 stars / hour

Learning to Predict Robot Keypoints Using Artificially Generated Images

3 Jul 2019cheind/pytorch-blender

This work considers robot keypoint estimation on color images as a supervised machine learning task.

143
0.67 stars / hour

One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control

ICML 2020 huangwl18/modular-rl

We observe that a wide variety of drastically diverse locomotion styles across morphologies as well as centralized coordination emerges via message passing between decentralized modules purely from the reinforcement learning objective.

52
0.66 stars / hour

Transformer-based End-to-End Question Generation

3 May 2020patil-suraj/question_generation

Question Generation (QG) is an important task in Natural Language Processing (NLP) that involves generating questions automatically when given a context paragraph.

LANGUAGE MODELLING QUESTION GENERATION

72
0.60 stars / hour

Synthetic QA Corpora Generation with Roundtrip Consistency

ACL 2019 patil-suraj/question_generation

We introduce a novel method of generating synthetic question answering corpora by combining models of question generation and answer extraction, and by filtering the results to ensure roundtrip consistency.

QUESTION ANSWERING QUESTION GENERATION SYNTHETIC DATA GENERATION

72
0.60 stars / hour

Ultra Fast Structure-aware Deep Lane Detection

24 Apr 2020cfzd/Ultra-Fast-Lane-Detection

Modern methods mainly regard lane detection as a problem of pixel-wise segmentation, which is struggling to address the problem of challenging scenarios and speed.

LANE DETECTION

252
0.57 stars / hour

HoughNet: Integrating near and long-range evidence for bottom-up object detection

5 Jul 2020nerminsamet/houghnet

This paper presents HoughNet, a one-stage, anchor-free, voting-based, bottom-up object detection method.

IMAGE GENERATION OBJECT DETECTION

70
0.53 stars / hour