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Paperium AI Analysis & Review of Latest Scientific Research Articles

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Sensing as a Service and Big Data
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Sensing as a Service and Big Data

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AiiDA: Automated Interactive Infrastructure and Database for ComputationalScience
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AiiDA: Automated Interactive Infrastructure and Database for ComputationalScience

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Ellipsis and Higher-Order Unification
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Ellipsis and Higher-Order Unification

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Optimization-Based Autonomous Racing of 1:43 Scale RC Cars
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Optimization-Based Autonomous Racing of 1:43 Scale RC Cars

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Super-Convergence: Very Fast Training of Neural Networks Using Large LearningRates
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Super-Convergence: Very Fast Training of Neural Networks Using Large LearningRates

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Scaling Laws for Autoregressive Generative Modeling
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Scaling Laws for Autoregressive Generative Modeling

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Escaping the Big Data Paradigm with Compact Transformers
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Escaping the Big Data Paradigm with Compact Transformers

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Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models
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Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models

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LLM+P: Empowering Large Language Models with Optimal Planning Proficiency
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LLM+P: Empowering Large Language Models with Optimal Planning Proficiency

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Fractional Max-Pooling
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Fractional Max-Pooling

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EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models
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EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models

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On the Min-cost Traveling Salesman Problem with Drone
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On the Min-cost Traveling Salesman Problem with Drone

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INTERACTION Dataset: An INTERnational, Adversarial and Cooperative moTIONDataset in Interactive Driving Scenarios with Semantic
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INTERACTION Dataset: An INTERnational, Adversarial and Cooperative moTIONDataset in Interactive Driving Scenarios with Semantic

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Domain Adaptation for Visual Applications: A Comprehensive Survey
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Domain Adaptation for Visual Applications: A Comprehensive Survey

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Massively Parallel Methods for Deep Reinforcement Learning
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Massively Parallel Methods for Deep Reinforcement Learning

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ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular PropertyPrediction
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ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular PropertyPrediction

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Learning to Generate Reviews and Discovering Sentiment
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Learning to Generate Reviews and Discovering Sentiment

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AlignedReID: Surpassing Human-Level Performance in Person Re-Identification
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AlignedReID: Surpassing Human-Level Performance in Person Re-Identification

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robosuite: A Modular Simulation Framework and Benchmark for Robot Learning
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robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

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Twitter Sentiment Analysis: Lexicon Method, Machine Learning Method and TheirCombination
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Twitter Sentiment Analysis: Lexicon Method, Machine Learning Method and TheirCombination

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Behavior Trees in Robotics and AI: An Introduction
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Behavior Trees in Robotics and AI: An Introduction

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A Simple Semi-Supervised Learning Framework for Object Detection
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A Simple Semi-Supervised Learning Framework for Object Detection

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Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
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Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

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TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems
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TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems

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One-shot Learning with Memory-Augmented Neural Networks
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One-shot Learning with Memory-Augmented Neural Networks

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Bird Species Categorization Using Pose Normalized Deep Convolutional Nets
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Bird Species Categorization Using Pose Normalized Deep Convolutional Nets

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Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust DeepLearning
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Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust DeepLearning

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Baseline Defenses for Adversarial Attacks Against Aligned Language Models
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Baseline Defenses for Adversarial Attacks Against Aligned Language Models

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TinyLlama: An Open-Source Small Language Model
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TinyLlama: An Open-Source Small Language Model

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Towards an Intelligent Edge: Wireless Communication Meets Machine Learning
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Towards an Intelligent Edge: Wireless Communication Meets Machine Learning

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Lensless computational imaging through deep learning
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Lensless computational imaging through deep learning

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InterpretML: A Unified Framework for Machine Learning Interpretability
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InterpretML: A Unified Framework for Machine Learning Interpretability

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Residual Gated Graph ConvNets
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Residual Gated Graph ConvNets

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Interacting Quantum Observables: Categorical Algebra and Diagrammatics
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Interacting Quantum Observables: Categorical Algebra and Diagrammatics

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Google COVID-19 Community Mobility Reports: Anonymization Process Description(version 1.1)
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Google COVID-19 Community Mobility Reports: Anonymization Process Description(version 1.1)

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U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation
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U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

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Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection
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Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection

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ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for LanguageUnderstanding and Generation
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ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for LanguageUnderstanding and Generation

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Grad-CAM: Why did you say that?
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Grad-CAM: Why did you say that?

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Chameleon: Mixed-Modal Early-Fusion Foundation Models
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Chameleon: Mixed-Modal Early-Fusion Foundation Models

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The GAP Benchmark Suite
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The GAP Benchmark Suite

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Towards the Systematic Reporting of the Energy and Carbon Footprints of MachineLearning
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Towards the Systematic Reporting of the Energy and Carbon Footprints of MachineLearning

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MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis inOnline Opinion Videos
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MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis inOnline Opinion Videos

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Quaternion kinematics for the error-state Kalman filter
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Quaternion kinematics for the error-state Kalman filter

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R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection
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R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection

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FSSD: Feature Fusion Single Shot Multibox Detector
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FSSD: Feature Fusion Single Shot Multibox Detector

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Geometric GAN
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Geometric GAN

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ResNet strikes back: An improved training procedure in timm
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ResNet strikes back: An improved training procedure in timm

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Med3D: Transfer Learning for 3D Medical Image Analysis
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Med3D: Transfer Learning for 3D Medical Image Analysis

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Differentially Private Generative Adversarial Network
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Differentially Private Generative Adversarial Network

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Neural Processes
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Neural Processes

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How To Break Anonymity of the Netflix Prize Dataset
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How To Break Anonymity of the Netflix Prize Dataset

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Improving Generalization Performance by Switching from Adam to SGD
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Improving Generalization Performance by Switching from Adam to SGD

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A kernel method for canonical correlation analysis
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A kernel method for canonical correlation analysis

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Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-ScaleAudio-Language Models
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Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-ScaleAudio-Language Models

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Objective-Reinforced Generative Adversarial Networks (ORGAN) for SequenceGeneration Models
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Objective-Reinforced Generative Adversarial Networks (ORGAN) for SequenceGeneration Models

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C-RNN-GAN: Continuous recurrent neural networks with adversarial training
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C-RNN-GAN: Continuous recurrent neural networks with adversarial training

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HunyuanVideo: A Systematic Framework For Large Video Generative Models
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HunyuanVideo: A Systematic Framework For Large Video Generative Models

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ModelScope Text-to-Video Technical Report
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ModelScope Text-to-Video Technical Report

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A Brief Survey of Text Mining: Classification, Clustering and ExtractionTechniques
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A Brief Survey of Text Mining: Classification, Clustering and ExtractionTechniques

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