Latest Articles for Inference

New techniques boost the speed and efficiency of MLPs on Intel GPUs.

New methods enhance speed and accuracy in language model predictions.

Study reveals methods for inferring data despite malicious corruption challenges.

A novel approach enhances black-and-white videos with automatic colorization.

Aladdin optimizes resource management for efficient LLM inference and improved performance.

A method using AI enhances sound representation in various environments.

An innovative approach to understanding privacy in interconnected systems.

New method increases text generation speed using adaptive candidate selection.

An overview of generative modeling techniques and applications in AI.

New methods enhance main task performance using auxiliary data without extra computation costs.

A look at models that operate without matrix multiplication for better efficiency.

Discover how Extended Mind Transformers improve memory handling in language models.

A new method improves the smoothness and quality of animated human movements.

PE-Rank improves passage ranking efficiency with single passage embeddings.

A study on how language models can ignore instructions and their implications.

Learn how probabilistic programming helps analyze uncertainty in data.

Introducing MotionBooth, a new way to create customized animated videos.

Introducing a method that integrates machine learning with traditional statistics effectively.

Exploring how agents balance performance and resource costs in unpredictable settings.

An in-depth look at estimating in high-dimensional data settings.

Introducing a model for analyzing complex Markov jump processes with noisy data.

Learn how weight block sparsity boosts AI performance and efficiency.

A new method improves data modeling in areas with limited information.

A new method improves deep learning efficiency for edge devices.

Methods for optimizing performance in large language model training and inference.

E-LLaGNN improves GNNs by selectively using language models for better performance.

A novel approach to enhance performance in hierarchical federated learning.

A new framework enhances language models by integrating external data for better accuracy.

A framework to analyze causal relationships in extreme scenarios.

A new method enhances the speed and efficiency of large language models.

A new model to accurately process hierarchical data structures.

Explore the potential of Physical Neural Networks to transform computing efficiency.

New techniques improve large language model performance and efficiency.

Path-consistency enhances efficiency and accuracy in large language models.

Enhancing LLMs with external memory aids multi-step reasoning tasks.

A new method makes using large language models on mobile devices more efficient.

A deep dive into probabilistic programming for handling uncertainty in various applications.

Researching hardware designs to optimize CNNs for energy-efficient image processing.

A method to determine solid shapes inside tanks through liquid level changes.

A look at how fuzzy logic aids robot navigation indoors.