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Paperium AI Analysis & Review of Latest Scientific Research Articles

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

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

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1 min read
A Tutorial on Principal Component Analysis

A Tutorial on Principal Component Analysis

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1 min read
Progressive Neural Networks

Progressive Neural Networks

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Program Synthesis with Large Language Models

Program Synthesis with Large Language Models

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1 min read
Concrete Problems in AI Safety

Concrete Problems in AI Safety

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

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

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1 min read
Microsoft COCO Captions: Data Collection and Evaluation Server

Microsoft COCO Captions: Data Collection and Evaluation Server

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Soft Actor-Critic Algorithms and Applications

Soft Actor-Critic Algorithms and Applications

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Link Prediction in Complex Networks: A Survey

Link Prediction in Complex Networks: A Survey

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Gemini 1.5: Unlocking multimodal understanding across millions of tokens ofcontext

Gemini 1.5: Unlocking multimodal understanding across millions of tokens ofcontext

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1 min read
Mistral 7B

Mistral 7B

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Federated Learning with Non-IID Data

Federated Learning with Non-IID Data

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Recurrent Neural Network Regularization

Recurrent Neural Network Regularization

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

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

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

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

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The Effectiveness of Data Augmentation in Image Classification using DeepLearning

The Effectiveness of Data Augmentation in Image Classification using DeepLearning

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A Neural Algorithm of Artistic Style

A Neural Algorithm of Artistic Style

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On discrete cosine transform

On discrete cosine transform

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An Overview of Multi-Task Learning in Deep Neural Networks

An Overview of Multi-Task Learning in Deep Neural Networks

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

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

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2 min read
Empirical Evaluation of Rectified Activations in Convolutional Network

Empirical Evaluation of Rectified Activations in Convolutional Network

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DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open LanguageModels

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open LanguageModels

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MMDetection: Open MMLab Detection Toolbox and Benchmark

MMDetection: Open MMLab Detection Toolbox and Benchmark

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Training a Helpful and Harmless Assistant with Reinforcement Learning from HumanFeedback

Training a Helpful and Harmless Assistant with Reinforcement Learning from HumanFeedback

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Relational inductive biases, deep learning, and graph networks

Relational inductive biases, deep learning, and graph networks

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In Defense of the Triplet Loss for Person Re-Identification

In Defense of the Triplet Loss for Person Re-Identification

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Estimating or Propagating Gradients Through Stochastic Neurons for ConditionalComputation

Estimating or Propagating Gradients Through Stochastic Neurons for ConditionalComputation

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

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

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Objects as Points

Objects as Points

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Deep Learning using Rectified Linear Units (ReLU)

Deep Learning using Rectified Linear Units (ReLU)

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A Survey of Large Language Models

A Survey of Large Language Models

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

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

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Improved Baselines with Momentum Contrastive Learning

Improved Baselines with Momentum Contrastive Learning

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Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

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The information bottleneck method

The information bottleneck method

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Instance Normalization: The Missing Ingredient for Fast Stylization

Instance Normalization: The Missing Ingredient for Fast Stylization

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Variational Graph Auto-Encoders

Variational Graph Auto-Encoders

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Improved Regularization of Convolutional Neural Networks with Cutout

Improved Regularization of Convolutional Neural Networks with Cutout

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The Kinetics Human Action Video Dataset

The Kinetics Human Action Video Dataset

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Generating Sequences With Recurrent Neural Networks

Generating Sequences With Recurrent Neural Networks

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OPT: Open Pre-trained Transformer Language Models

OPT: Open Pre-trained Transformer Language Models

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Bidirectional LSTM-CRF Models for Sequence Tagging

Bidirectional LSTM-CRF Models for Sequence Tagging

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End to End Learning for Self-Driving Cars

End to End Learning for Self-Driving Cars

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TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

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Longformer: The Long-Document Transformer

Longformer: The Long-Document Transformer

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DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via ReinforcementLearning

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via ReinforcementLearning

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CoSaMP: Iterative signal recovery from incomplete and inaccurate samples

CoSaMP: Iterative signal recovery from incomplete and inaccurate samples

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Fast Graph Representation Learning with PyTorch Geometric

Fast Graph Representation Learning with PyTorch Geometric

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Classifier-Free Diffusion Guidance

Classifier-Free Diffusion Guidance

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Wasserstein GAN

Wasserstein GAN

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Federated Learning: Strategies for Improving Communication Efficiency

Federated Learning: Strategies for Improving Communication Efficiency

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YOLOX: Exceeding YOLO Series in 2021

YOLOX: Exceeding YOLO Series in 2021

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

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

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Variational Inference: A Review for Statisticians

Variational Inference: A Review for Statisticians

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OpenAI Gym

OpenAI Gym

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On the Opportunities and Risks of Foundation Models

On the Opportunities and Risks of Foundation Models

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An Empirical Evaluation of Generic Convolutional and Recurrent Networks forSequence Modeling

An Empirical Evaluation of Generic Convolutional and Recurrent Networks forSequence Modeling

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

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

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ShapeNet: An Information-Rich 3D Model Repository

ShapeNet: An Information-Rich 3D Model Repository

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

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

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