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Paperium AI Analysis & Review of Latest Scientific Research Articles

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Sentiment Analysis of Twitter Data: A Survey of Techniques

Sentiment Analysis of Twitter Data: A Survey of Techniques

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1 min read
Lung Infection Quantification of COVID-19 in CT Images with Deep Learning

Lung Infection Quantification of COVID-19 in CT Images with Deep Learning

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Achieving Human Parity in Conversational Speech Recognition

Achieving Human Parity in Conversational Speech Recognition

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Deep Learning is Robust to Massive Label Noise

Deep Learning is Robust to Massive Label Noise

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Flower Pollination Algorithm: A Novel Approach for Multiobjective Optimization

Flower Pollination Algorithm: A Novel Approach for Multiobjective Optimization

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Gemma 3 Technical Report

Gemma 3 Technical Report

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RTMDet: An Empirical Study of Designing Real-Time Object Detectors

RTMDet: An Empirical Study of Designing Real-Time Object Detectors

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Overview of the TREC 2019 deep learning track

Overview of the TREC 2019 deep learning track

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Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models

Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models

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Physics-guided Neural Networks (PGNN): An Application in Lake TemperatureModeling

Physics-guided Neural Networks (PGNN): An Application in Lake TemperatureModeling

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Metamorphic Testing: A New Approach for Generating Next Test Cases

Metamorphic Testing: A New Approach for Generating Next Test Cases

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Understanding Neural Networks through Representation Erasure

Understanding Neural Networks through Representation Erasure

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On the Effectiveness of Interval Bound Propagation for Training VerifiablyRobust Models

On the Effectiveness of Interval Bound Propagation for Training VerifiablyRobust Models

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Multi-Scale Convolutional Neural Networks for Time Series Classification

Multi-Scale Convolutional Neural Networks for Time Series Classification

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Fast Transformer Decoding: One Write-Head is All You Need

Fast Transformer Decoding: One Write-Head is All You Need

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Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, andLessons Learned

Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, andLessons Learned

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Challenges of Real-World Reinforcement Learning

Challenges of Real-World Reinforcement Learning

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Axial Attention in Multidimensional Transformers

Axial Attention in Multidimensional Transformers

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Online Continual Learning with Maximally Interfered Retrieval

Online Continual Learning with Maximally Interfered Retrieval

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Latent Consistency Models: Synthesizing High-Resolution Images with Few-StepInference

Latent Consistency Models: Synthesizing High-Resolution Images with Few-StepInference

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DeepMIMO: A Generic Deep Learning Dataset for Millimeter Wave and Massive MIMOApplications

DeepMIMO: A Generic Deep Learning Dataset for Millimeter Wave and Massive MIMOApplications

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Adaptive Computation Time for Recurrent Neural Networks

Adaptive Computation Time for Recurrent Neural Networks

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Real-Time Flying Object Detection with YOLOv8

Real-Time Flying Object Detection with YOLOv8

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Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Requestfor Research

Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Requestfor Research

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YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark

YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark

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Accelerating Large Language Model Decoding with Speculative Sampling

Accelerating Large Language Model Decoding with Speculative Sampling

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Linear models and linear mixed effects models in R with linguistic applications

Linear models and linear mixed effects models in R with linguistic applications

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VideoGPT: Video Generation using VQ-VAE and Transformers

VideoGPT: Video Generation using VQ-VAE and Transformers

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Towards Out-Of-Distribution Generalization: A Survey

Towards Out-Of-Distribution Generalization: A Survey

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Improving alignment of dialogue agents via targeted human judgements

Improving alignment of dialogue agents via targeted human judgements

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Hyper-Parameter Optimization: A Review of Algorithms and Applications

Hyper-Parameter Optimization: A Review of Algorithms and Applications

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Tortured phrases: A dubious writing style emerging in science. Evidence ofcritical issues affecting established journals

Tortured phrases: A dubious writing style emerging in science. Evidence ofcritical issues affecting established journals

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Survey of Nearest Neighbor Techniques

Survey of Nearest Neighbor Techniques

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Understanding LSTM -- a tutorial into Long Short-Term Memory Recurrent NeuralNetworks

Understanding LSTM -- a tutorial into Long Short-Term Memory Recurrent NeuralNetworks

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An Empirical Evaluation of Deep Learning on Highway Driving

An Empirical Evaluation of Deep Learning on Highway Driving

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Land Use Classification in Remote Sensing Images by Convolutional NeuralNetworks

Land Use Classification in Remote Sensing Images by Convolutional NeuralNetworks

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Achieving Human Parity on Automatic Chinese to English News Translation

Achieving Human Parity on Automatic Chinese to English News Translation

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Three Approaches for Personalization with Applications to Federated Learning

Three Approaches for Personalization with Applications to Federated Learning

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Economic-based Distributed Resource Management and Scheduling for Grid Computing

Economic-based Distributed Resource Management and Scheduling for Grid Computing

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Adaptive Personalized Federated Learning

Adaptive Personalized Federated Learning

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Learning Confidence for Out-of-Distribution Detection in Neural Networks

Learning Confidence for Out-of-Distribution Detection in Neural Networks

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OCNet: Object Context Network for Scene Parsing

OCNet: Object Context Network for Scene Parsing

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Qwen2.5-Math Technical Report: Toward Mathematical Expert Model viaSelf-Improvement

Qwen2.5-Math Technical Report: Toward Mathematical Expert Model viaSelf-Improvement

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Random walks and diffusion on networks

Random walks and diffusion on networks

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Kimi k1.5: Scaling Reinforcement Learning with LLMs

Kimi k1.5: Scaling Reinforcement Learning with LLMs

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Personalized Federated Learning: A Meta-Learning Approach

Personalized Federated Learning: A Meta-Learning Approach

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A Comprehensive Survey on Pretrained Foundation Models: A History from BERT toChatGPT

A Comprehensive Survey on Pretrained Foundation Models: A History from BERT toChatGPT

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Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: ASpatio-Temporal Deep Learning Approach

Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: ASpatio-Temporal Deep Learning Approach

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2 min read
Scalable Tensor Factorizations for Incomplete Data

Scalable Tensor Factorizations for Incomplete Data

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Non-Fungible Token (NFT): Overview, Evaluation, Opportunities and Challenges

Non-Fungible Token (NFT): Overview, Evaluation, Opportunities and Challenges

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FedML: A Research Library and Benchmark for Federated Machine Learning

FedML: A Research Library and Benchmark for Federated Machine Learning

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Towards General Text Embeddings with Multi-stage Contrastive Learning

Towards General Text Embeddings with Multi-stage Contrastive Learning

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A Quantum Algorithm for Finding the Minimum

A Quantum Algorithm for Finding the Minimum

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Internet of Things: An Overview

Internet of Things: An Overview

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Solving ill-posed inverse problems using iterative deep neural networks

Solving ill-posed inverse problems using iterative deep neural networks

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Representation Engineering: A Top-Down Approach to AI Transparency

Representation Engineering: A Top-Down Approach to AI Transparency

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Topology optimization based on moving deformable components: A new computationalframework

Topology optimization based on moving deformable components: A new computationalframework

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Global Attention Mechanism: Retain Information to Enhance Channel-SpatialInteractions

Global Attention Mechanism: Retain Information to Enhance Channel-SpatialInteractions

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Guidelines for including grey literature and conducting multivocal literaturereviews in software engineering

Guidelines for including grey literature and conducting multivocal literaturereviews in software engineering

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Improving Federated Learning Personalization via Model Agnostic Meta Learning

Improving Federated Learning Personalization via Model Agnostic Meta Learning

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