Machine Learning

Artificial intelligence for robots with human-inspired hands advances and expands machine learning capabilities in the new generation of robotics.

The evolution of artificial intelligence and robotics has entered a new chapter with the launch of the GENE-26.5 model, developed by the ...

Accelerating science with AI and simulations

MIT Professor Rafael Gómez-Bombarelli discusses the transformative potential of AI in scientific research, emphasizing its role in materi...

Academy and ASN Joint Task Force Publishes Artificial Intelligence and Machine Learning Resource Guide

[2604.06233] Blind Refusal: Language Models Refuse to Help Users Evade Unjust, Absurd, and Illegitimate Rules

Abstract page for arXiv paper 2604.06233: Blind Refusal: Language Models Refuse to Help Users Evade Unjust, Absurd, and Illegitimate Rules

[2603.17812] ChopGrad: Pixel-Wise Losses for Latent Video Diffusion via Truncated Backpropagation

Abstract page for arXiv paper 2603.17812: ChopGrad: Pixel-Wise Losses for Latent Video Diffusion via Truncated Backpropagation

[2603.14135] Conditional flow matching for physics-constrained inverse problems with finite training data

Abstract page for arXiv paper 2603.14135: Conditional flow matching for physics-constrained inverse problems with finite training data

[2603.13354] AgriPath: A Systematic Exploration of Architectural Trade-offs for Crop Disease Classification

Abstract page for arXiv paper 2603.13354: AgriPath: A Systematic Exploration of Architectural Trade-offs for Crop Disease Classification

[2603.06257] Robust support vector model based on bounded asymmetric elastic net loss for binary classification

Abstract page for arXiv paper 2603.06257: Robust support vector model based on bounded asymmetric elastic net loss for binary classification

[2603.10512] Resource-constrained Amazons chess decision framework integrating large language models and graph attention

Abstract page for arXiv paper 2603.10512: Resource-constrained Amazons chess decision framework integrating large language models and gra...

[2512.07755] Physics-Informed Neural Networks for Source Inversion and Parameters Estimation in Atmospheric Dispersion

Abstract page for arXiv paper 2512.07755: Physics-Informed Neural Networks for Source Inversion and Parameters Estimation in Atmospheric ...

[2511.22599] DisCEdge: Distributed Context Management for Large Language Models at the Edge

Abstract page for arXiv paper 2511.22599: DisCEdge: Distributed Context Management for Large Language Models at the Edge

[2510.19225] RLBoost: Harvesting Preemptible Resources for Cost-Efficient Reinforcement Learning on LLMs

Abstract page for arXiv paper 2510.19225: RLBoost: Harvesting Preemptible Resources for Cost-Efficient Reinforcement Learning on LLMs

[2510.12088] One Life to Learn: Inferring Symbolic World Models for Stochastic Environments from Unguided Exploration

Abstract page for arXiv paper 2510.12088: One Life to Learn: Inferring Symbolic World Models for Stochastic Environments from Unguided Ex...

[2509.09794] Synthetic Homes: A Multimodal Generative AI Pipeline for Residential Building Data Generation under Data Scarcity

Abstract page for arXiv paper 2509.09794: Synthetic Homes: A Multimodal Generative AI Pipeline for Residential Building Data Generation u...

[2508.07112] AugLift: Depth-Aware Input Reparameterization Improves Domain Generalization in 2D-to-3D Pose Lifting

Abstract page for arXiv paper 2508.07112: AugLift: Depth-Aware Input Reparameterization Improves Domain Generalization in 2D-to-3D Pose L...

[2507.18937] CNN-based Surface Temperature Forecasts with Ensemble Numerical Weather Prediction

Abstract page for arXiv paper 2507.18937: CNN-based Surface Temperature Forecasts with Ensemble Numerical Weather Prediction

[2507.10303] MF-GLaM: A multifidelity stochastic emulator using generalized lambda models

Abstract page for arXiv paper 2507.10303: MF-GLaM: A multifidelity stochastic emulator using generalized lambda models

[2507.09503] Neural Two-Stage Stochastic Optimization for Solving Unit Commitment Problem

Abstract page for arXiv paper 2507.09503: Neural Two-Stage Stochastic Optimization for Solving Unit Commitment Problem

[2503.18018] Lost in Cultural Translation: Do LLMs Struggle with Math Across Cultural Contexts?

Abstract page for arXiv paper 2503.18018: Lost in Cultural Translation: Do LLMs Struggle with Math Across Cultural Contexts?

[2503.03088] AHCQ-SAM: Toward Accurate and Hardware-Compatible Post-Training Segment Anything Model Quantization

Abstract page for arXiv paper 2503.03088: AHCQ-SAM: Toward Accurate and Hardware-Compatible Post-Training Segment Anything Model Quantiza...

[2410.08334] Exploring Natural Language-Based Strategies for Efficient Number Learning in Children through Reinforcement Learning

Abstract page for arXiv paper 2410.08334: Exploring Natural Language-Based Strategies for Efficient Number Learning in Children through R...

[2406.06408] Differentially Private Best-Arm Identification

Abstract page for arXiv paper 2406.06408: Differentially Private Best-Arm Identification

[2405.08253] Thompson Sampling for Infinite-Horizon Discounted Decision Processes

Abstract page for arXiv paper 2405.08253: Thompson Sampling for Infinite-Horizon Discounted Decision Processes