Paperium - DEV Community

Paperium

Dec 20

Objects as Points

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

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

Paperium

Dec 20

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

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1 min read

Paperium

Dec 20

Improved Baselines with Momentum Contrastive Learning

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1 min read

Paperium

Dec 20

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

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1 min read

Paperium

Dec 20

The information bottleneck method

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1 min read

Paperium

Dec 20

Instance Normalization: The Missing Ingredient for Fast Stylization

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1 min read

Paperium

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

Paperium

Dec 19

The Kinetics Human Action Video Dataset

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1 min read

Paperium

Dec 19

Generating Sequences With Recurrent Neural Networks

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1 min read

Paperium

Dec 19

OPT: Open Pre-trained Transformer Language Models

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1 min read

Paperium

Dec 19

Bidirectional LSTM-CRF Models for Sequence Tagging

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1 min read

Paperium

Dec 19

End to End Learning for Self-Driving Cars

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1 min read

Paperium

Dec 19

TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

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1 min read

Paperium

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

Paperium

Dec 19

CoSaMP: Iterative signal recovery from incomplete and inaccurate samples

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1 min read

Paperium

Dec 19

Fast Graph Representation Learning with PyTorch Geometric

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1 min read

Paperium

Dec 19

Classifier-Free Diffusion Guidance

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1 min read

Paperium

Dec 19

Wasserstein GAN

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1 min read

Paperium

Dec 19

Federated Learning: Strategies for Improving Communication Efficiency

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1 min read

Paperium

Dec 19

YOLOX: Exceeding YOLO Series in 2021

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1 min read

Paperium

Dec 19

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

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1 min read

Paperium

Dec 19

Variational Inference: A Review for Statisticians

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1 min read

Paperium

Dec 19

OpenAI Gym

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1 min read

Paperium

Dec 19

On the Opportunities and Risks of Foundation Models

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1 min read

Paperium

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

Paperium

Dec 18

Scaling Laws for Neural Language Models

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1 min read

Paperium

Dec 18

Training Verifiers to Solve Math Word Problems

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1 min read

Paperium

Dec 18

UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

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1 min read

Paperium

Dec 18

ADADELTA: An Adaptive Learning Rate Method

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1 min read

Paperium

Dec 18

Google's Neural Machine Translation System: Bridging the Gap between Human andMachine Translation

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1 min read

Paperium

Dec 18

Evaluating Large Language Models Trained on Code

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1 min read

Paperium

Dec 18

Improving neural networks by preventing co-adaptation of feature detectors

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1 min read

Paperium

Dec 18

Hierarchical Text-Conditional Image Generation with CLIP Latents

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1 min read

Paperium

Dec 18

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB modelsize

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1 min read

Paperium

Dec 18

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

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1 min read

Paperium

Dec 18

Rethinking Atrous Convolution for Semantic Image Segmentation

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1 min read

Paperium

Dec 18

Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine LearningAlgorithms

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1 min read

Paperium

Dec 18

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

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1 min read

Paperium

Dec 18

Conditional Generative Adversarial Nets

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1 min read

Paperium

Dec 18

Community detection in graphs

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1 min read

Paperium

Dec 18

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

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1 min read

Paperium

Dec 18

Layer Normalization

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1 min read

Paperium

Dec 18

Representation Learning with Contrastive Predictive Coding

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1 min read

Paperium

Dec 18

Playing Atari with Deep Reinforcement Learning

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1 min read

Paperium

Dec 17

Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

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1 min read

Paperium

Dec 17

YOLOv4: Optimal Speed and Accuracy of Object Detection

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1 min read

Paperium

Dec 17

LLaMA: Open and Efficient Foundation Language Models

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1 min read

Paperium

Dec 17

Distilling the Knowledge in a Neural Network

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1 min read

Paperium

Dec 17

Proximal Policy Optimization Algorithms

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1 min read

Paperium

Dec 17

MobileNets: Efficient Convolutional Neural Networks for Mobile VisionApplications

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1 min read

Paperium

Dec 17

YOLOv3: An Incremental Improvement

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1 min read

Paperium

Dec 17

RoBERTa: A Robustly Optimized BERT Pretraining Approach

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1 min read

Paperium

Dec 17

Attention Is All You Need

#ai #deeplearning #computerscience #machinelearning

1 min read