Search results

Hyperspherical Prototype Networks

Deep Learning

Few-shot Learning

Multi-task Learning

NeurIPS

Uncertainty

Word Embeddings

Status: Open.

#77 In howardyclo/papernotes;

· howardyclo opened on Feb 20, 2021

Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels

Data Augmentation

Image Classification

Knowledge Distillation

Status: Open.

#76 In howardyclo/papernotes;

· howardyclo opened on Feb 13, 2021

Knowledge Distillation Meets Self-Supervision & Prime-Aware Adaptive Distillation

ECCV

Knowledge Distillation

Self-supervised Learning

Uncertainty

Status: Open.

#75 In howardyclo/papernotes;

· howardyclo opened on Feb 13, 2021

Why Normalizing Flows Fail to Detect Out-of-Distribution Data

Generative Model

NeurIPS

Normalizing Flows

OOD detection

Status: Open.

#74 In howardyclo/papernotes;

· howardyclo opened on Jan 16, 2021

Normalization Techniques in Training DNNs: Methodology, Analysis and Application

Deep Learning

Normalization

Survey

Status: Open.

#73 In howardyclo/papernotes;

· howardyclo opened on Dec 27, 2020

Extensive CVPR 2020 Highlighted Tutorials and Papers!

CVPR

Deep Learning

Survey

Status: Open.

#72 In howardyclo/papernotes;

· howardyclo opened on Aug 7, 2020

CVPR 2020 Tutorial Talk: Automated Hyperparameter and Architecture Tuning

Bayesian

CVPR

NASNeural Architecture SearchNeural Architecture Search

Status: Open.

#71 In howardyclo/papernotes;

· howardyclo opened on Jul 31, 2020

Knowledge Distillation

Deep Learning

Knowledge Distillation

Survey

Status: Open.

#70 In howardyclo/papernotes;

· howardyclo opened on Apr 18, 2020

Bayesian Deep Learning

Bayesian

Deep Learning

Survey

Uncertainty

Status: Open.

#69 In howardyclo/papernotes;

· howardyclo opened on Mar 14, 2020

Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning

Bayesian

Deep Learning

ICML

Uncertainty

Status: Open.

#67 In howardyclo/papernotes;

· howardyclo opened on Mar 7, 2020

Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates

Deep Learning

Status: Open.

#66 In howardyclo/papernotes;

· howardyclo opened on Jan 18, 2020

NeurIPS 2019 Notes

Deep Learning

NIPS

Status: Open.

#65 In howardyclo/papernotes;

· howardyclo opened on Jan 8, 2020