howardyclo papernotes issues

howardyclo / papernotes

My personal notes and surveys on DL, CV and NLP papers.

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Hyperspherical Prototype Networks

#77 howardyclo opened 3 years ago
1
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels

#76 howardyclo opened 3 years ago
3
Knowledge Distillation Meets Self-Supervision & Prime-Aware Adaptive Distillation

#75 howardyclo opened 3 years ago
4
Why Normalizing Flows Fail to Detect Out-of-Distribution Data

#74 howardyclo opened 3 years ago
0
Normalization Techniques in Training DNNs: Methodology, Analysis and Application

#73 howardyclo opened 3 years ago
0
Extensive CVPR 2020 Highlighted Tutorials and Papers!

#72 howardyclo opened 3 years ago
0
CVPR 2020 Tutorial Talk: Automated Hyperparameter and Architecture Tuning

#71 howardyclo opened 3 years ago
0
Knowledge Distillation

#70 howardyclo opened 4 years ago
0
Bayesian Deep Learning

#69 howardyclo opened 4 years ago
0
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning

#67 howardyclo opened 4 years ago
1
Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates

#66 howardyclo opened 4 years ago
1
NeurIPS 2019 Notes

#65 howardyclo opened 4 years ago
0
Selfie: Self-supervised Pretraining for Image Embedding

#63 howardyclo opened 4 years ago
1
How to Read a Paper

#61 howardyclo opened 4 years ago
1
Unsupervised Data Augmentation for Consistency Training

#60 howardyclo opened 4 years ago
1
A Style-Based Generator Architecture for Generative Adversarial Networks

#59 howardyclo opened 5 years ago
0
Few-Shot Unsupervised Image-to-Image Translation

#58 howardyclo opened 5 years ago
1
SinGAN: Learning a Generative Model from a Single Natural Image

#57 howardyclo opened 5 years ago
1
A Recipe for Training Neural Networks

#56 howardyclo opened 5 years ago
1
Neural Architecture Search

#55 howardyclo opened 5 years ago
0
Model Agnostic Meta Learning Algorithms

#54 howardyclo opened 5 years ago
2
Universal Bounding Box Regression and Its Applications

#53 howardyclo opened 5 years ago
1
Neural Arithmetic Logic Units

#52 howardyclo opened 5 years ago
1
DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency Detection

#51 howardyclo opened 5 years ago
1
CornerNet: Detecting Objects as Paired Keypoints

#50 howardyclo opened 5 years ago
1
Perturbative Neural Networks

#49 howardyclo opened 5 years ago
1
Dataset Biases in Machine Learning

#48 howardyclo opened 5 years ago
0
Vision with Referring Expressions

#46 howardyclo opened 5 years ago
0
Machine Learning that Matters

#45 howardyclo opened 5 years ago
1
Visual Question Answering: Datasets, Algorithms, and Future Challenges

#44 howardyclo opened 5 years ago
1
A Study of Reinforcement Learning for Neural Machine Translation

#43 howardyclo opened 5 years ago
1
Evaluating ‘Graphical Perception’ with CNNs

#41 howardyclo opened 5 years ago
0
Learning Disentangled Joint Continuous and Discrete Representations

#40 howardyclo opened 5 years ago
1
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets

#39 howardyclo opened 5 years ago
0
Graph R-CNN for Scene Graph Generation

#38 howardyclo opened 5 years ago
1
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

#37 howardyclo opened 5 years ago
0
Surveys for Deep Visual Domain Adaptation

#36 howardyclo opened 5 years ago
0
Domain Adaptive Faster R-CNN for Object Detection in the Wild

#35 howardyclo opened 5 years ago
0
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning

#34 howardyclo opened 5 years ago
0
Understanding disentangling in β-VAE

#33 howardyclo opened 5 years ago
1
DVQA: Understanding Data Visualizations via Question Answering

#32 howardyclo opened 5 years ago
3
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding

#31 howardyclo opened 5 years ago
1
Neural Baby Talk

#30 howardyclo opened 5 years ago
8
The Natural Language Decathlon: Multitask Learning as Question Answering

#29 howardyclo opened 5 years ago
1
‘Lighter’ Can Still Be Dark: Modeling Comparative Color Descriptions

#28 howardyclo opened 5 years ago
1
A Simple Neural Network Module For Relational Reasoning

#27 howardyclo opened 5 years ago
1
Unsupervised Text Style Transfer using Language Models as Discriminators

#26 howardyclo opened 5 years ago
1
On Distinguishability Criteria for Estimating Generative Models

#25 howardyclo opened 5 years ago
1
Notes on Theoretical and Heuristic Findings in GANs papers

#24 howardyclo opened 5 years ago
0
Adversarial Contrastive Estimation

#23 howardyclo opened 5 years ago
2