neurips-2020 topic

A list of the top 10 computer vision papers in 2020 with video demos, articles, code and paper reference.

louisfb01

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

YyzHarry

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

implus

Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

CharlieDinh

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

mit-han-lab

Learn fast, scalable, and calibrated measures of uncertainty using neural networks!

aamini

Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"

THUDM

Embed strange attractors using a regularizer for autoencoders

williamgilpin

[NeurIPS 2020] Official PyTorch Implementation of "Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis". NeurIPS 2020.

Khrylx

Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"

csdongxian