Exploring how DNNs recover functions in overparameterized settings.
― 8 min read
Computer Science - Machine Learning
RSSNew deep learning model shows promise in predicting stroke patient outcomes.
― 7 min read
A new approach to state-space models enhances efficiency and performance in language tasks.
― 6 min read
Research reveals vulnerabilities in watermarking methods for AI-generated text.
― 12 min read
A new approach combines various sensing modalities for better data integration.
― 6 min read
Improving reinforcement learning with value function estimates for faster task adaptation.
― 6 min read
Learn how feature inversion and maximum entropy help recover original data.
― 5 min read
A look into Federated Learning and its role in protecting user data.
― 5 min read
An analysis of DQN, PPO, and A2C performance in BreakOut.
― 6 min read
Exploring UAVs' role in enhancing machine learning through improved communication.
― 7 min read
A novel method improves learning new classes while retaining old knowledge.
― 8 min read
Introducing NeST for better learning of new classes without forgetting old ones.
― 6 min read
A study on the effectiveness of different DLWP models in weather forecasting.
― 6 min read
Research aims to improve AI reliability and energy efficiency in diverse applications.
― 6 min read
A look into randomized smoothing as a defense for machine learning models.
― 5 min read
Smaller models tailored for specific fields, like medicine, show great potential.
― 6 min read
Introducing 360VFI for improved 360-degree video quality and experience.
― 5 min read
Examining the role of robustness in estimating unknown distributions from samples.
― 6 min read
Combining TTS and real data enhances voice recognition systems effectively.
― 4 min read
Learn how early exiting improves efficiency in Natural Language Processing models.
― 5 min read
New models provide insight into complex systems by focusing on individual components.
― 6 min read
HeCiX-KG merges clinical trial data with biological insights for better drug development.
― 5 min read
SciQu speeds up material property predictions using machine learning and automated data extraction.
― 6 min read
New methods using diffusion models enhance cybersecurity against adversarial examples.
― 7 min read
A new method enhances security for smart grids while maintaining user privacy.
― 5 min read
AsyCo improves learning accuracy with incomplete labels using a dual-task approach.
― 6 min read
Exploring the role of structured tensor priors in improving data estimates.
― 4 min read
E-LLaGNN improves GNNs by selectively using language models for better performance.
― 5 min read
This research presents a CNN model for recognizing mathematical expressions' base and exponent from images.
― 4 min read
Discover the basics of learning Dynamic Bayesian Networks from data.
― 5 min read
Generative AI is transforming content creation across various fields.
― 5 min read
A new framework enhances transport methods between varying dimensions and types of spaces.
― 5 min read
POGEMA framework enhances multi-agent navigation for efficient obstacle avoidance.
― 6 min read
A new framework enhances the accuracy of hyperspectral imaging analysis.
― 6 min read
New method enhances deep learning models for limited-resource devices.
― 5 min read
A new approach to improve text-to-image model prompts for enhanced results.
― 5 min read
Exploring how transformers analyze sentiments in text, such as movie reviews.
― 4 min read
New framework improves knowledge distillation by focusing on hard samples.
― 7 min read
A method that improves sound recognition in machines.
― 6 min read
Exploring how AI can evolve into trusted thought partners for humans.
― 6 min read