DEV Community

Paperium profile picture

Paperium

Paperium AI Analysis & Review of Latest Scientific Research Articles

Joined Joined on  Personal website https://paperium.net
Improving Generalization Performance by Switching from Adam to SGD

Improving Generalization Performance by Switching from Adam to SGD

Comments
1 min read
A kernel method for canonical correlation analysis

A kernel method for canonical correlation analysis

Comments
1 min read
Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-ScaleAudio-Language Models

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

Comments
1 min read
Objective-Reinforced Generative Adversarial Networks (ORGAN) for SequenceGeneration Models

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

Comments
1 min read
C-RNN-GAN: Continuous recurrent neural networks with adversarial training

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

Comments
1 min read
HunyuanVideo: A Systematic Framework For Large Video Generative Models

HunyuanVideo: A Systematic Framework For Large Video Generative Models

Comments
1 min read
ModelScope Text-to-Video Technical Report

ModelScope Text-to-Video Technical Report

Comments
1 min read
A Brief Survey of Text Mining: Classification, Clustering and ExtractionTechniques

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

Comments
1 min read
On the eigenvector bias of Fourier feature networks: From regression to solvingmulti-scale PDEs with physics-informed neural net

On the eigenvector bias of Fourier feature networks: From regression to solvingmulti-scale PDEs with physics-informed neural net

Comments
1 min read
Understanding the exploding gradient problem

Understanding the exploding gradient problem

Comments
1 min read
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Comments
1 min read
Unsupervised Feature Learning and Deep Learning: A Review and New Perspectives

Unsupervised Feature Learning and Deep Learning: A Review and New Perspectives

Comments
1 min read
MONet: Unsupervised Scene Decomposition and Representation

MONet: Unsupervised Scene Decomposition and Representation

Comments
1 min read
CloudSim: A Novel Framework for Modeling and Simulation of Cloud ComputingInfrastructures and Services

CloudSim: A Novel Framework for Modeling and Simulation of Cloud ComputingInfrastructures and Services

Comments
1 min read
Text Understanding from Scratch

Text Understanding from Scratch

Comments
1 min read
AtomNet: A Deep Convolutional Neural Network for Bioactivity Prediction inStructure-based Drug Discovery

AtomNet: A Deep Convolutional Neural Network for Bioactivity Prediction inStructure-based Drug Discovery

Comments
1 min read
Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study

Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study

Comments
1 min read
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-SourceMultimodal Models

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-SourceMultimodal Models

Comments
1 min read
Class Imbalance Problem in Data Mining Review

Class Imbalance Problem in Data Mining Review

Comments
1 min read
Sub-Image Anomaly Detection with Deep Pyramid Correspondences

Sub-Image Anomaly Detection with Deep Pyramid Correspondences

Comments
1 min read
Practical Secure Aggregation for Federated Learning on User-Held Data

Practical Secure Aggregation for Federated Learning on User-Held Data

Comments
1 min read
Adding Gradient Noise Improves Learning for Very Deep Networks

Adding Gradient Noise Improves Learning for Very Deep Networks

Comments
1 min read
Hashing for Similarity Search: A Survey

Hashing for Similarity Search: A Survey

Comments
1 min read
Is Quantum Bit Commitment Really Possible?

Is Quantum Bit Commitment Really Possible?

Comments
1 min read
The Falcon Series of Open Language Models

The Falcon Series of Open Language Models

Comments
1 min read
Retrospective: Flipping Bits in Memory Without Accessing Them: An ExperimentalStudy of DRAM Disturbance Errors

Retrospective: Flipping Bits in Memory Without Accessing Them: An ExperimentalStudy of DRAM Disturbance Errors

Comments
1 min read
Ignore Previous Prompt: Attack Techniques For Language Models

Ignore Previous Prompt: Attack Techniques For Language Models

Comments
1 min read
The Deepfake Detection Challenge (DFDC) Preview Dataset

The Deepfake Detection Challenge (DFDC) Preview Dataset

Comments
1 min read
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in NaturalImages

COCO-Text: Dataset and Benchmark for Text Detection and Recognition in NaturalImages

Comments
1 min read
Neural Machine Translation in Linear Time

Neural Machine Translation in Linear Time

Comments
1 min read
Private federated learning on vertically partitioned data via entity resolutionand additively homomorphic encryption

Private federated learning on vertically partitioned data via entity resolutionand additively homomorphic encryption

Comments
1 min read
On Using Monolingual Corpora in Neural Machine Translation

On Using Monolingual Corpora in Neural Machine Translation

Comments
1 min read
Mitigating Sybils in Federated Learning Poisoning

Mitigating Sybils in Federated Learning Poisoning

Comments
1 min read
Learning to Execute

Learning to Execute

Comments
1 min read
A Short Note about Kinetics-600

A Short Note about Kinetics-600

Comments
1 min read
On the Robustness of Interpretability Methods

On the Robustness of Interpretability Methods

Comments
1 min read
The Space of Transferable Adversarial Examples

The Space of Transferable Adversarial Examples

Comments
1 min read
MusicLM: Generating Music From Text

MusicLM: Generating Music From Text

Comments
1 min read
TabTransformer: Tabular Data Modeling Using Contextual Embeddings

TabTransformer: Tabular Data Modeling Using Contextual Embeddings

Comments
1 min read
A Systematic Survey of Prompt Engineering in Large Language Models: Techniquesand Applications

A Systematic Survey of Prompt Engineering in Large Language Models: Techniquesand Applications

Comments
1 min read
A study of the effect of JPG compression on adversarial images

A study of the effect of JPG compression on adversarial images

Comments
1 min read
DeepSeek-VL: Towards Real-World Vision-Language Understanding

DeepSeek-VL: Towards Real-World Vision-Language Understanding

Comments
1 min read
A Survey of Attacks, Security Mechanisms and Challenges in Wireless SensorNetworks

A Survey of Attacks, Security Mechanisms and Challenges in Wireless SensorNetworks

Comments
1 min read
On Loss Functions for Deep Neural Networks in Classification

On Loss Functions for Deep Neural Networks in Classification

Comments
1 min read
DeepViT: Towards Deeper Vision Transformer

DeepViT: Towards Deeper Vision Transformer

Comments
1 min read
Efficient GAN-Based Anomaly Detection

Efficient GAN-Based Anomaly Detection

Comments
1 min read
An Introductory Study on Time Series Modeling and Forecasting

An Introductory Study on Time Series Modeling and Forecasting

Comments
1 min read
Sentiment Analysis of Twitter Data: A Survey of Techniques

Sentiment Analysis of Twitter Data: A Survey of Techniques

Comments
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

Comments
1 min read
Achieving Human Parity in Conversational Speech Recognition

Achieving Human Parity in Conversational Speech Recognition

Comments
1 min read
Deep Learning is Robust to Massive Label Noise

Deep Learning is Robust to Massive Label Noise

Comments
1 min read
Flower Pollination Algorithm: A Novel Approach for Multiobjective Optimization

Flower Pollination Algorithm: A Novel Approach for Multiobjective Optimization

Comments
1 min read
Gemma 3 Technical Report

Gemma 3 Technical Report

Comments
1 min read
RTMDet: An Empirical Study of Designing Real-Time Object Detectors

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

Comments
1 min read
Overview of the TREC 2019 deep learning track

Overview of the TREC 2019 deep learning track

Comments
1 min read
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models

Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models

Comments
1 min read
Physics-guided Neural Networks (PGNN): An Application in Lake TemperatureModeling

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

Comments
1 min read
Metamorphic Testing: A New Approach for Generating Next Test Cases

Metamorphic Testing: A New Approach for Generating Next Test Cases

Comments
1 min read
Understanding Neural Networks through Representation Erasure

Understanding Neural Networks through Representation Erasure

Comments
1 min read
On the Effectiveness of Interval Bound Propagation for Training VerifiablyRobust Models

On the Effectiveness of Interval Bound Propagation for Training VerifiablyRobust Models

Comments
1 min read
loading...