Latest Articles for Technology Innovation

PuriDefense enhances security of machine learning models against black-box attacks effectively and efficiently.

A new method creates panoramic images from limited-view photos.

A new method for simulating larger quantum systems with reduced complexity.

A new method speeds up LLM text generation using additional prediction heads.

Orion-14B excels in understanding and generating multilingual text with 14 billion parameters.

Quantum thermal machines blend quantum mechanics with practical energy solutions.

A new method to enhance the efficiency of serving LoRA adapters in cloud environments.

New algorithms improve wireless systems using statistical knowledge, reducing complexity and energy use.

New techniques improve wireless communication efficiency and reduce interference.

Exploring the potential of Majorana zero modes in enhancing quantum technologies.

A new system reduces latency in Mixture-of-Experts models while managing memory costs.

Learn how low-bit accumulators enhance DNN performance without sacrificing accuracy.

A new modular approach improves efficiency and accuracy in identifying cyber attackers.

Exploring ways to improve sequence labeling in language models.

The QA-RAG model improves accuracy and efficiency in pharmaceutical compliance.

A new method improves image clarity while preserving details in recovery processes.

RecDCL combines techniques for better user-focused recommendations in sparse data scenarios.

New frameworks aim to boost LLM efficiency with tool integration.

Exploring a new approach to enhance machine learning data privacy.

A new method helps robots learn effective jumping techniques.

Explore how materials encode and retrieve memory, focusing on amorphous solids and nano-rods.

MobFuzz enhances fuzz testing with multi-objective optimization for better software security.

Discover how AI is changing video creation and streaming.

Long-range-enhanced surface codes improve quantum computing reliability and scalability.

Introducing a flexible method for recognizing keywords in speech across languages.

This work enhances machine unlearning methods for better data privacy and efficiency.

New methods enhance robot coordination in busy public spaces.

PLSM reduces complexity in AI world models for better predictions.

A new method provides better feedback for training language models.

Exploring how machine unlearning aids in data privacy and compliance.

A method to enhance reliability in text generation by measuring uncertainty.

Fluid antennas adapt to improve wireless signal quality and performance.

Exploring efficient methods for two-qubit gates in quantum computing.

DEFT improves efficiency and energy use in large language models with lower activation density.

Discover how DFML transforms data learning without central servers.

KB-Plugin improves how LLMs access and use lesser-known knowledge bases.

New neural networks enhance control over outputs and improve performance in various tasks.

This article discusses techniques to enhance LLMs' efficiency with lengthy text.

Quantum computing shows promise in machine learning through qGANs, despite training challenges.

Explore the significance of nonclassical states in advancing quantum technologies.