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Paperium AI Analysis & Review of Latest Scientific Research Articles

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Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

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1 min read
PathVQA: 30000+ Questions for Medical Visual Question Answering

PathVQA: 30000+ Questions for Medical Visual Question Answering

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1 min read
CAM: Causal additive models, high-dimensional order search and penalizedregression

CAM: Causal additive models, high-dimensional order search and penalizedregression

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1 min read
Face Expression Recognition and Analysis: The State of the Art

Face Expression Recognition and Analysis: The State of the Art

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Entropy-based Pruning of Backoff Language Models

Entropy-based Pruning of Backoff Language Models

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Evaluating Quality of Chatbots and Intelligent Conversational Agents

Evaluating Quality of Chatbots and Intelligent Conversational Agents

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Malicious URL Detection using Machine Learning: A Survey

Malicious URL Detection using Machine Learning: A Survey

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Virtual KITTI 2

Virtual KITTI 2

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Regularization for Deep Learning: A Taxonomy

Regularization for Deep Learning: A Taxonomy

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PP-YOLOE: An evolved version of YOLO

PP-YOLOE: An evolved version of YOLO

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1-Bit Matrix Completion

1-Bit Matrix Completion

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A Practical Quantum Instruction Set Architecture

A Practical Quantum Instruction Set Architecture

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Learning to Extract Keyphrases from Text

Learning to Extract Keyphrases from Text

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Generative Language Modeling for Automated Theorem Proving

Generative Language Modeling for Automated Theorem Proving

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Carbontracker: Tracking and Predicting the Carbon Footprint of Training DeepLearning Models

Carbontracker: Tracking and Predicting the Carbon Footprint of Training DeepLearning Models

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Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Tulu 3: Pushing Frontiers in Open Language Model Post-Training

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Attention-based Graph Neural Network for Semi-supervised Learning

Attention-based Graph Neural Network for Semi-supervised Learning

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Janus-Pro: Unified Multimodal Understanding and Generation with Data and ModelScaling

Janus-Pro: Unified Multimodal Understanding and Generation with Data and ModelScaling

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Soft Actor-Critic for Discrete Action Settings

Soft Actor-Critic for Discrete Action Settings

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Improving performance of CNN to predict likelihood of COVID-19 using chest X-rayimages with preprocessing algorithms

Improving performance of CNN to predict likelihood of COVID-19 using chest X-rayimages with preprocessing algorithms

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2 min read
Fast YOLO: A Fast You Only Look Once System for Real-time Embedded ObjectDetection in Video

Fast YOLO: A Fast You Only Look Once System for Real-time Embedded ObjectDetection in Video

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Fast and Uncertainty-Aware Directional Message Passing for Non-EquilibriumMolecules

Fast and Uncertainty-Aware Directional Message Passing for Non-EquilibriumMolecules

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GAIA-1: A Generative World Model for Autonomous Driving

GAIA-1: A Generative World Model for Autonomous Driving

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A Benchmark Comparison of State-of-the-Practice Sentiment Analysis Methods

A Benchmark Comparison of State-of-the-Practice Sentiment Analysis Methods

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Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferencesin Dialog

Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferencesin Dialog

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FASTUS: A Cascaded Finite-State Transducer for Extracting Information fromNatural-Language Text

FASTUS: A Cascaded Finite-State Transducer for Extracting Information fromNatural-Language Text

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Robust subspace clustering

Robust subspace clustering

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Image Segmentation by Using Threshold Techniques

Image Segmentation by Using Threshold Techniques

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The Cramer Distance as a Solution to Biased Wasserstein Gradients

The Cramer Distance as a Solution to Biased Wasserstein Gradients

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Learning with a Strong Adversary

Learning with a Strong Adversary

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CERT: Contrastive Self-supervised Learning for Language Understanding

CERT: Contrastive Self-supervised Learning for Language Understanding

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A near-threshold RISC-V core with DSP extensions for scalable IoT EndpointDevices

A near-threshold RISC-V core with DSP extensions for scalable IoT EndpointDevices

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LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders

LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders

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SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning

SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning

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Aequitas: A Bias and Fairness Audit Toolkit

Aequitas: A Bias and Fairness Audit Toolkit

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xView: Objects in Context in Overhead Imagery

xView: Objects in Context in Overhead Imagery

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Equivalence Between Policy Gradients and Soft Q-Learning

Equivalence Between Policy Gradients and Soft Q-Learning

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Wide Activation for Efficient and Accurate Image Super-Resolution

Wide Activation for Efficient and Accurate Image Super-Resolution

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A General Optimization-based Framework for Local Odometry Estimation withMultiple Sensors

A General Optimization-based Framework for Local Odometry Estimation withMultiple Sensors

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Semantic Image Inpainting with Perceptual and Contextual Losses

Semantic Image Inpainting with Perceptual and Contextual Losses

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Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences

Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences

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A Connection between Generative Adversarial Networks, Inverse ReinforcementLearning, and Energy-Based Models

A Connection between Generative Adversarial Networks, Inverse ReinforcementLearning, and Energy-Based Models

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Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System

Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System

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The latest gossip on BFT consensus

The latest gossip on BFT consensus

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Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca

Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca

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Spectral Norm Regularization for Improving the Generalizability of Deep Learning

Spectral Norm Regularization for Improving the Generalizability of Deep Learning

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Jailbreak and Guard Aligned Language Models with Only Few In-ContextDemonstrations

Jailbreak and Guard Aligned Language Models with Only Few In-ContextDemonstrations

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Anti-Money Laundering in Bitcoin: Experimenting with Graph ConvolutionalNetworks for Financial Forensics

Anti-Money Laundering in Bitcoin: Experimenting with Graph ConvolutionalNetworks for Financial Forensics

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Hands Deep in Deep Learning for Hand Pose Estimation

Hands Deep in Deep Learning for Hand Pose Estimation

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Application of Deep Convolutional Neural Networks for Detecting Extreme Weatherin Climate Datasets

Application of Deep Convolutional Neural Networks for Detecting Extreme Weatherin Climate Datasets

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Bots, #StrongerIn, and #Brexit: Computational Propaganda during the UK-EUReferendum

Bots, #StrongerIn, and #Brexit: Computational Propaganda during the UK-EUReferendum

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The Why and How of Nonnegative Matrix Factorization

The Why and How of Nonnegative Matrix Factorization

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Re-evaluating Continual Learning Scenarios: A Categorization and Case for StrongBaselines

Re-evaluating Continual Learning Scenarios: A Categorization and Case for StrongBaselines

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SegDiff: Image Segmentation with Diffusion Probabilistic Models

SegDiff: Image Segmentation with Diffusion Probabilistic Models

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Highly Dynamic Quadruped Locomotion via Whole-Body Impulse Control and ModelPredictive Control

Highly Dynamic Quadruped Locomotion via Whole-Body Impulse Control and ModelPredictive Control

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False Information on Web and Social Media: A Survey

False Information on Web and Social Media: A Survey

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Algorithms for multi-armed bandit problems

Algorithms for multi-armed bandit problems

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Cyber Security Awareness Campaigns: Why do they fail to change behaviour?

Cyber Security Awareness Campaigns: Why do they fail to change behaviour?

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Equilibrated adaptive learning rates for non-convex optimization

Equilibrated adaptive learning rates for non-convex optimization

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BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers

BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers

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