Paperium - DEV Community

Paperium

Dec 21

Counterfactual Explanations without Opening the Black Box: Automated Decisionsand the GDPR

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1 min read

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Dec 21

A Tutorial on Principal Component Analysis

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1 min read

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Dec 21

Progressive Neural Networks

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1 min read

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Dec 21

Program Synthesis with Large Language Models

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1 min read

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Dec 21

Concrete Problems in AI Safety

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1 min read

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Dec 21

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

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1 min read

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Dec 21

Microsoft COCO Captions: Data Collection and Evaluation Server

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1 min read

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Dec 21

Soft Actor-Critic Algorithms and Applications

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1 min read

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Dec 21

Link Prediction in Complex Networks: A Survey

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1 min read

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Dec 21

Gemini 1.5: Unlocking multimodal understanding across millions of tokens ofcontext

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1 min read

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Dec 21

Mistral 7B

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1 min read

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Dec 21

Federated Learning with Non-IID Data

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1 min read

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Dec 21

Recurrent Neural Network Regularization

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1 min read

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Dec 21

HuggingFace's Transformers: State-of-the-art Natural Language Processing

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1 min read

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Dec 21

CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with DeepLearning

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1 min read

Paperium

Dec 21

The Effectiveness of Data Augmentation in Image Classification using DeepLearning

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1 min read

Paperium

Dec 20

A Neural Algorithm of Artistic Style

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1 min read

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Dec 20

On discrete cosine transform

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1 min read

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Dec 20

An Overview of Multi-Task Learning in Deep Neural Networks

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1 min read

Paperium

Dec 20

Past, Present, and Future of Simultaneous Localization And Mapping: Towards theRobust-Perception Age

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2 min read

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Dec 20

Empirical Evaluation of Rectified Activations in Convolutional Network

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1 min read

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Dec 20

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open LanguageModels

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1 min read

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Dec 20

MMDetection: Open MMLab Detection Toolbox and Benchmark

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1 min read

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Dec 20

Training a Helpful and Harmless Assistant with Reinforcement Learning from HumanFeedback

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1 min read

Paperium

Dec 20

Relational inductive biases, deep learning, and graph networks

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1 min read

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Dec 20

In Defense of the Triplet Loss for Person Re-Identification

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1 min read

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Dec 20

Estimating or Propagating Gradients Through Stochastic Neurons for ConditionalComputation

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1 min read

Paperium

Dec 20

Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

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1 min read

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Dec 20

Objects as Points

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1 min read

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Dec 20

Deep Learning using Rectified Linear Units (ReLU)

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1 min read

Paperium

Dec 20

A Survey of Large Language Models

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1 min read

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Dec 20

Sparks of Artificial General Intelligence: Early experiments with GPT-4

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1 min read

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Dec 20

Improved Baselines with Momentum Contrastive Learning

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1 min read

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Dec 20

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

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1 min read

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Dec 20

The information bottleneck method

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1 min read

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Dec 20

Instance Normalization: The Missing Ingredient for Fast Stylization

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1 min read

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Dec 20

Variational Graph Auto-Encoders

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1 min read

Paperium

Dec 19

Improved Regularization of Convolutional Neural Networks with Cutout

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1 min read

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Dec 19

The Kinetics Human Action Video Dataset

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1 min read

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Dec 19

Generating Sequences With Recurrent Neural Networks

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1 min read

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Dec 19

OPT: Open Pre-trained Transformer Language Models

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1 min read

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Dec 19

Bidirectional LSTM-CRF Models for Sequence Tagging

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1 min read

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Dec 19

End to End Learning for Self-Driving Cars

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1 min read

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Dec 19

TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

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1 min read

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Dec 19

Longformer: The Long-Document Transformer

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1 min read

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Dec 19

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via ReinforcementLearning

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1 min read

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Dec 19

CoSaMP: Iterative signal recovery from incomplete and inaccurate samples

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1 min read

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Dec 19

Fast Graph Representation Learning with PyTorch Geometric

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1 min read

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Dec 19

Classifier-Free Diffusion Guidance

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1 min read

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Dec 19

Wasserstein GAN

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1 min read

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Dec 19

Federated Learning: Strategies for Improving Communication Efficiency

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1 min read

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Dec 19

YOLOX: Exceeding YOLO Series in 2021

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1 min read

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Dec 19

A Quantitative Measure Of Fairness And Discrimination For Resource Allocation InShared Computer Systems

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1 min read

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Dec 19

Variational Inference: A Review for Statisticians

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1 min read

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Dec 19

OpenAI Gym

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1 min read

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Dec 19

On the Opportunities and Risks of Foundation Models

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1 min read

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Dec 19

An Empirical Evaluation of Generic Convolutional and Recurrent Networks forSequence Modeling

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1 min read

Paperium

Dec 19

Evaluation: from precision, recall and F-measure to ROC, informedness,markedness and correlation

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1 min read

Paperium

Dec 18

ShapeNet: An Information-Rich 3D Model Repository

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1 min read

Paperium

Dec 18

Attention U-Net: Learning Where to Look for the Pancreas

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1 min read