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Paperium AI Analysis & Review of Latest Scientific Research Articles

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Retrieval-Augmented Generation for AI-Generated Content: A Survey

Retrieval-Augmented Generation for AI-Generated Content: A Survey

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Hallucination is Inevitable: An Innate Limitation of Large Language Models

Hallucination is Inevitable: An Innate Limitation of Large Language Models

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Algorithmic Fairness

Algorithmic Fairness

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CMSIS-NN: Efficient Neural Network Kernels for Arm Cortex-M CPUs

CMSIS-NN: Efficient Neural Network Kernels for Arm Cortex-M CPUs

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Evaluation of Text Generation: A Survey

Evaluation of Text Generation: A Survey

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Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Studyin Medicine

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Studyin Medicine

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ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT

ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT

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Explaining How a Deep Neural Network Trained with End-to-End Learning Steers aCar

Explaining How a Deep Neural Network Trained with End-to-End Learning Steers aCar

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Anomaly Detection using One-Class Neural Networks

Anomaly Detection using One-Class Neural Networks

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Gymnasium: A Standard Interface for Reinforcement Learning Environments

Gymnasium: A Standard Interface for Reinforcement Learning Environments

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SalGAN: Visual Saliency Prediction with Generative Adversarial Networks

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks

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A Novel Feature Extraction for Robust EMG Pattern Recognition

A Novel Feature Extraction for Robust EMG Pattern Recognition

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The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

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Describe, Explain, Plan and Select: Interactive Planning with Large LanguageModels Enables Open-World Multi-Task Agents

Describe, Explain, Plan and Select: Interactive Planning with Large LanguageModels Enables Open-World Multi-Task Agents

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An Efficient Graph Convolutional Network Technique for the Travelling SalesmanProblem

An Efficient Graph Convolutional Network Technique for the Travelling SalesmanProblem

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Learning Spatiotemporal Features with 3D Convolutional Networks

Learning Spatiotemporal Features with 3D Convolutional Networks

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FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces

FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces

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Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-BasedRobotic Control

Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-BasedRobotic Control

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Deep Learning for Answer Sentence Selection

Deep Learning for Answer Sentence Selection

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Top2Vec: Distributed Representations of Topics

Top2Vec: Distributed Representations of Topics

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Image Restoration Using Convolutional Auto-encoders with Symmetric SkipConnections

Image Restoration Using Convolutional Auto-encoders with Symmetric SkipConnections

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A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models

A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models

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Isabelle: The Next 700 Theorem Provers

Isabelle: The Next 700 Theorem Provers

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A geometric analysis of subspace clustering with outliers

A geometric analysis of subspace clustering with outliers

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Larger language models do in-context learning differently

Larger language models do in-context learning differently

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A Survey on Neural Speech Synthesis

A Survey on Neural Speech Synthesis

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UniVL: A Unified Video and Language Pre-Training Model for MultimodalUnderstanding and Generation

UniVL: A Unified Video and Language Pre-Training Model for MultimodalUnderstanding and Generation

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Composable Effects for Flexible and Accelerated Probabilistic Programming inNumPyro

Composable Effects for Flexible and Accelerated Probabilistic Programming inNumPyro

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Multimodal datasets: misogyny, pornography, and malignant stereotypes

Multimodal datasets: misogyny, pornography, and malignant stereotypes

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Types of Cost in Inductive Concept Learning

Types of Cost in Inductive Concept Learning

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Federated Learning of a Mixture of Global and Local Models

Federated Learning of a Mixture of Global and Local Models

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BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection

BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection

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The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

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SpaceNet: A Remote Sensing Dataset and Challenge Series

SpaceNet: A Remote Sensing Dataset and Challenge Series

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Recommender Systems

Recommender Systems

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Entity Embeddings of Categorical Variables

Entity Embeddings of Categorical Variables

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One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI ExplainabilityTechniques

One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI ExplainabilityTechniques

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A review of security attacks and Intrusion Detection Schemes in Wireless SensorNetworks

A review of security attacks and Intrusion Detection Schemes in Wireless SensorNetworks

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PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic Segmentation

PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic Segmentation

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Learning in Implicit Generative Models

Learning in Implicit Generative Models

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Introducing LETOR 4.0 Datasets

Introducing LETOR 4.0 Datasets

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InternVideo: General Video Foundation Models via Generative and DiscriminativeLearning

InternVideo: General Video Foundation Models via Generative and DiscriminativeLearning

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Towards 6G Networks: Use Cases and Technologies

Towards 6G Networks: Use Cases and Technologies

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PyHST2: an hybrid distributed code for high speed tomographic reconstructionwith iterative reconstruction and a priori knowledge

PyHST2: an hybrid distributed code for high speed tomographic reconstructionwith iterative reconstruction and a priori knowledge

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Pruning Convolutional Neural Networks for Resource Efficient Inference

Pruning Convolutional Neural Networks for Resource Efficient Inference

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A2D2: Audi Autonomous Driving Dataset

A2D2: Audi Autonomous Driving Dataset

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Opacus: User-Friendly Differential Privacy Library in PyTorch

Opacus: User-Friendly Differential Privacy Library in PyTorch

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Deep Reinforcement Learning from Self-Play in Imperfect-Information Games

Deep Reinforcement Learning from Self-Play in Imperfect-Information Games

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Boosting Trees for Anti-Spam Email Filtering

Boosting Trees for Anti-Spam Email Filtering

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Complexity Results and Practical Algorithms for Logics in KnowledgeRepresentation

Complexity Results and Practical Algorithms for Logics in KnowledgeRepresentation

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On Tiny Episodic Memories in Continual Learning

On Tiny Episodic Memories in Continual Learning

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A survey of dimensionality reduction techniques

A survey of dimensionality reduction techniques

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Sora: A Review on Background, Technology, Limitations, and Opportunities ofLarge Vision Models

Sora: A Review on Background, Technology, Limitations, and Opportunities ofLarge Vision Models

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Understanding Diffusion Models: A Unified Perspective

Understanding Diffusion Models: A Unified Perspective

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A Survey of Structure from Motion

A Survey of Structure from Motion

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SIGN: Scalable Inception Graph Neural Networks

SIGN: Scalable Inception Graph Neural Networks

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Navigability of Complex Networks

Navigability of Complex Networks

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Insecurity of Quantum Secure Computations

Insecurity of Quantum Secure Computations

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BAS: Beetle Antennae Search Algorithm for Optimization Problems

BAS: Beetle Antennae Search Algorithm for Optimization Problems

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Breaking Monotony with Meaning: Motivation in Crowdsourcing Markets

Breaking Monotony with Meaning: Motivation in Crowdsourcing Markets

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