Trending Research

End-to-End Object Detection with Transformers

26 May 2020facebookresearch/detr

We present a new method that views object detection as a direct set prediction problem.

OBJECT DETECTION PANOPTIC SEGMENTATION

1,627
18.63 stars / hour

Big Transfer (BiT): General Visual Representation Learning

24 Dec 2019google-research/big_transfer

We conduct detailed analysis of the main components that lead to high transfer performance.

 SOTA for Image Classification on ObjectNet (Bounding Box) (using extra training data)

FEW-SHOT LEARNING FINE-GRAINED IMAGE CLASSIFICATION REPRESENTATION LEARNING

533
2.17 stars / hour

Point2Mesh: A Self-Prior for Deformable Meshes

22 May 2020ranahanocka/point2mesh

We optimize the network weights to deform an initial mesh to shrink-wrap a single input point cloud.

135
1.48 stars / hour

Surfboard: Audio Feature Extraction for Modern Machine Learning

18 May 2020novoic/surfboard

We introduce Surfboard, an open-source Python library for extracting audio features with application to the medical domain.

216
1.12 stars / hour

Instance-aware Image Colorization

21 May 2020ericsujw/InstColorization

Previous methods leverage the deep neural network to map input grayscale images to plausible color outputs directly.

COLORIZATION

173
0.81 stars / hour

Skeleton-Aware Networks for Deep Motion Retargeting

12 May 2020DeepMotionEditing/deep-motion-editing

In other words, our operators form the building blocks of a new deep motion processing framework that embeds the motion into a common latent space, shared by a collection of homeomorphic skeletons.

MOTION CAPTURE MOTION RETARGETING MOTION SYNTHESIS

258
0.60 stars / hour

Unpaired Motion Style Transfer from Video to Animation

12 May 2020DeepMotionEditing/deep-motion-editing

In this paper, we present a novel data-driven framework for motion style transfer, which learns from an unpaired collection of motions with style labels, and enables transferring motion styles not observed during training.

3D RECONSTRUCTION MOTION SYNTHESIS STYLE TRANSFER

258
0.60 stars / hour

GECToR -- Grammatical Error Correction: Tag, Not Rewrite

26 May 2020grammarly/gector

In this paper, we present a simple and efficient GEC sequence tagger using a Transformer encoder.

GRAMMATICAL ERROR CORRECTION

25
0.58 stars / hour

ResNeSt: Split-Attention Networks

19 Apr 2020zhanghang1989/ResNeSt

While image classification models have recently continued to advance, most downstream applications such as object detection and semantic segmentation still employ ResNet variants as the backbone network due to their simple and modular structure.

IMAGE CLASSIFICATION INSTANCE SEGMENTATION OBJECT DETECTION PANOPTIC SEGMENTATION

1,680
0.54 stars / hour