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Issues list

Hyperspherical Prototype Networks Deep Learning Few-shot Learning Multi-task Learning NeurIPS Uncertainty Word Embeddings
#77 opened Feb 20, 2021 by howardyclo
1
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels Data Augmentation Image Classification Knowledge Distillation
#76 opened Feb 13, 2021 by howardyclo
3
Knowledge Distillation Meets Self-Supervision & Prime-Aware Adaptive Distillation ECCV Knowledge Distillation Self-supervised Learning Uncertainty
#75 opened Feb 13, 2021 by howardyclo
4
Why Normalizing Flows Fail to Detect Out-of-Distribution Data Generative Model NeurIPS Normalizing Flows OOD detection
#74 opened Jan 16, 2021 by howardyclo
Normalization Techniques in Training DNNs: Methodology, Analysis and Application Deep Learning Normalization Survey
#73 opened Dec 27, 2020 by howardyclo
Extensive CVPR 2020 Highlighted Tutorials and Papers! CVPR Deep Learning Survey
#72 opened Aug 7, 2020 by howardyclo
CVPR 2020 Tutorial Talk: Automated Hyperparameter and Architecture Tuning Bayesian CVPR NAS Neural Architecture Search
#71 opened Jul 31, 2020 by howardyclo
Knowledge Distillation Deep Learning Knowledge Distillation Survey
#70 opened Apr 18, 2020 by howardyclo
Bayesian Deep Learning Bayesian Deep Learning Survey Uncertainty
#69 opened Mar 14, 2020 by howardyclo
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Bayesian Deep Learning ICML Uncertainty
#67 opened Mar 7, 2020 by howardyclo
1
Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates Deep Learning
#66 opened Jan 18, 2020 by howardyclo
1
NeurIPS 2019 Notes Deep Learning NIPS
#65 opened Jan 8, 2020 by howardyclo
Selfie: Self-supervised Pretraining for Image Embedding Representation Learning Self-supervised Learning Unsupervised Learning
#63 opened Aug 17, 2019 by howardyclo
1
How to Read a Paper Research Advice
#61 opened Aug 4, 2019 by howardyclo
1
Unsupervised Data Augmentation for Consistency Training Data Augmentation Semi-supervised Learning Unsupervised Learning
#60 opened Jul 23, 2019 by howardyclo
1
A Style-Based Generator Architecture for Generative Adversarial Networks CVPR Generative Adversarial Networks Image Translation Style Transfer
#59 opened Jun 18, 2019 by howardyclo
Few-Shot Unsupervised Image-to-Image Translation Few-shot Learning Generative Adversarial Networks Image Translation Unsupervised Learning
#58 opened Jun 13, 2019 by howardyclo
1
SinGAN: Learning a Generative Model from a Single Natural Image Generative Adversarial Networks Multi-task Learning One Shot Learning
#57 opened Jun 11, 2019 by howardyclo
1
A Recipe for Training Neural Networks Research Advice
#56 opened Jun 8, 2019 by howardyclo
1
Neural Architecture Search NAS Neural Architecture Search Survey
#55 opened May 25, 2019 by howardyclo
Model Agnostic Meta Learning Algorithms ICLR ICML Meta Learning NIPS Survey
#54 opened May 11, 2019 by howardyclo
2
Universal Bounding Box Regression and Its Applications ACCV Object Detection
#53 opened May 9, 2019 by howardyclo
1
Neural Arithmetic Logic Units Mathematical Reasoning NIPS Visual Reasoning
#52 opened Apr 23, 2019 by howardyclo
1
DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency Detection CVPR Image Segmentation Unsupervised Learning
#51 opened Apr 10, 2019 by howardyclo
1
CornerNet: Detecting Objects as Paired Keypoints CNN ECCV Object Detection
#50 opened Mar 15, 2019 by howardyclo
1
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