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Paperium AI Analysis & Review of Latest Scientific Research Articles

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Skin Lesion Analysis toward Melanoma Detection: A Challenge at the InternationalSymposium on Biomedical Imaging (ISBI) 2016, hos

Skin Lesion Analysis toward Melanoma Detection: A Challenge at the InternationalSymposium on Biomedical Imaging (ISBI) 2016, hos

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2 min read
Mining Educational Data to Analyze Students' Performance

Mining Educational Data to Analyze Students' Performance

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1 min read
A Note on the Inception Score

A Note on the Inception Score

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1 min read
Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark

Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark

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1 min read
MOT20: A benchmark for multi object tracking in crowded scenes

MOT20: A benchmark for multi object tracking in crowded scenes

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2 min read
ClipCap: CLIP Prefix for Image Captioning

ClipCap: CLIP Prefix for Image Captioning

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1 min read
Gemma: Open Models Based on Gemini Research and Technology

Gemma: Open Models Based on Gemini Research and Technology

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1 min read
On Quantum Cellular Automata

On Quantum Cellular Automata

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1 min read
An Overview on Clustering Methods

An Overview on Clustering Methods

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1 min read
Interpretable classifiers using rules and Bayesian analysis: Building a betterstroke prediction model

Interpretable classifiers using rules and Bayesian analysis: Building a betterstroke prediction model

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1 min read
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data

AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data

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1 min read
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

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1 min read
FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

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1 min read
On a Formal Model of Safe and Scalable Self-driving Cars

On a Formal Model of Safe and Scalable Self-driving Cars

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1 min read
Deep Learning for Classical Japanese Literature

Deep Learning for Classical Japanese Literature

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1 min read
What do we need to build explainable AI systems for the medical domain?

What do we need to build explainable AI systems for the medical domain?

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1 min read
Stable Architectures for Deep Neural Networks

Stable Architectures for Deep Neural Networks

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1 min read
Federated Optimization:Distributed Optimization Beyond the Datacenter

Federated Optimization:Distributed Optimization Beyond the Datacenter

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1 min read
The Malicious Use of Artificial Intelligence: Forecasting, Prevention, andMitigation

The Malicious Use of Artificial Intelligence: Forecasting, Prevention, andMitigation

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1 min read
A Gentle Introduction to Conformal Prediction and Distribution-Free UncertaintyQuantification

A Gentle Introduction to Conformal Prediction and Distribution-Free UncertaintyQuantification

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1 min read
Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic

Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic

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1 min read
Illuminating search spaces by mapping elites

Illuminating search spaces by mapping elites

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1 min read
Mastering Diverse Domains through World Models

Mastering Diverse Domains through World Models

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1 min read
CrowdHuman: A Benchmark for Detecting Human in a Crowd

CrowdHuman: A Benchmark for Detecting Human in a Crowd

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1 min read
The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

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1 min read
MiniCPM-V: A GPT-4V Level MLLM on Your Phone

MiniCPM-V: A GPT-4V Level MLLM on Your Phone

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1 min read
Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks

Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks

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1 min read
Bayesian Convolutional Neural Networks with Bernoulli Approximate VariationalInference

Bayesian Convolutional Neural Networks with Bernoulli Approximate VariationalInference

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1 min read
Population Based Training of Neural Networks

Population Based Training of Neural Networks

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1 min read
Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-ScaleGenerative Language Model

Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-ScaleGenerative Language Model

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1 min read
Temporal Graph Networks for Deep Learning on Dynamic Graphs

Temporal Graph Networks for Deep Learning on Dynamic Graphs

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1 min read
Split learning for health: Distributed deep learning without sharing raw patientdata

Split learning for health: Distributed deep learning without sharing raw patientdata

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1 min read
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph NeuralNetworks

Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph NeuralNetworks

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1 min read
Metrics for Explainable AI: Challenges and Prospects

Metrics for Explainable AI: Challenges and Prospects

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1 min read
The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation andRadiogenomic Classification

The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation andRadiogenomic Classification

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2 min read
SIoU Loss: More Powerful Learning for Bounding Box Regression

SIoU Loss: More Powerful Learning for Bounding Box Regression

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1 min read
Quantifying the Carbon Emissions of Machine Learning

Quantifying the Carbon Emissions of Machine Learning

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1 min read
Julia: A Fast Dynamic Language for Technical Computing

Julia: A Fast Dynamic Language for Technical Computing

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1 min read
From Local to Global: A Graph RAG Approach to Query-Focused Summarization

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

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1 min read
Deep Learning Recommendation Model for Personalization and RecommendationSystems

Deep Learning Recommendation Model for Personalization and RecommendationSystems

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1 min read
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts LanguageModel

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts LanguageModel

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1 min read
Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: InitialResults for Automated Detection & Patient Monitoring

Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: InitialResults for Automated Detection & Patient Monitoring

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2 min read
The State of Sparsity in Deep Neural Networks

The State of Sparsity in Deep Neural Networks

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1 min read
graph2vec: Learning Distributed Representations of Graphs

graph2vec: Learning Distributed Representations of Graphs

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1 min read
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation

FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation

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1 min read
DAPO: An Open-Source LLM Reinforcement Learning System at Scale

DAPO: An Open-Source LLM Reinforcement Learning System at Scale

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1 min read
Deterministic Designs with Deterministic Guarantees: Toeplitz Compressed SensingMatrices, Sequence Designs and System Identifica

Deterministic Designs with Deterministic Guarantees: Toeplitz Compressed SensingMatrices, Sequence Designs and System Identifica

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1 min read
Survey of Security and Privacy Issues of Internet of Things

Survey of Security and Privacy Issues of Internet of Things

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1 min read
Not Just a Black Box: Learning Important Features Through Propagating ActivationDifferences

Not Just a Black Box: Learning Important Features Through Propagating ActivationDifferences

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1 min read
High-Resolution Representations for Labeling Pixels and Regions

High-Resolution Representations for Labeling Pixels and Regions

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1 min read
MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking

MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking

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1 min read
Carbon Emissions and Large Neural Network Training

Carbon Emissions and Large Neural Network Training

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1 min read
BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View

BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View

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1 min read
Deep Learning Scaling is Predictable, Empirically

Deep Learning Scaling is Predictable, Empirically

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1 min read
Role-Based Access Controls

Role-Based Access Controls

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1 min read
MediaPipe Hands: On-device Real-time Hand Tracking

MediaPipe Hands: On-device Real-time Hand Tracking

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1 min read
word2vec Parameter Learning Explained

word2vec Parameter Learning Explained

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1 min read
Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, LongContext, and Next Generation Agentic Capabilities

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, LongContext, and Next Generation Agentic Capabilities

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1 min read
Snips Voice Platform: an embedded Spoken Language Understanding system forprivate-by-design voice interfaces

Snips Voice Platform: an embedded Spoken Language Understanding system forprivate-by-design voice interfaces

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1 min read
VisDA: The Visual Domain Adaptation Challenge

VisDA: The Visual Domain Adaptation Challenge

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1 min read
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