Trust Region Inverse Reinforcement Learning: Explicit Dual Ascent using Local Policy Upda…
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The Transformer as a Polar State Estimator
Regression Test Selection for Updated Capability Modules in Compositional ML Systems via …
ChemGraph-XANES: An Agentic Framework for XANES Simulation and Curation
Grounded autonomous scrutiny at scale: emergent critique from reproduction of published c…
Cross-Cultural Value Attribution in Large Vision-Language Models
Sim2Real-AD: A Modular Sim-to-Real Framework for Deploying VLM-Guided Reinforcement Learn…
An Isotropic Approach to Efficient Uncertainty Quantification with Gradient Norms
CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation
Adaptive Contracts for Cost-Effective AI Delegation
Efficient Federated Conformal Prediction with Group-Conditional Guarantee
$\mu$pscaling small models: Principled warm starts and hyperparameter transfer
LEFT: Learnable Fusion of Tri-view Tokens for Unsupervised Time Series Anomaly Detection
Why Can't I Open My Drawer? Mitigating Object-Driven Shortcuts in Zero-Shot Compositional…
Gravity-Awareness: Deep Learning Models and LLM Simulation of Human Awareness in Altered …
Locality-Aware Continual Unlearning for Diffusion Models
Spanning Tree Autoregressive Visual Generation
Who Gets the Reward & Who Gets the Blame? Evaluation-Aligned Training Signals for Multi-L…
Towards Cellular-Scale Interpretability in Pathology Foundation Models for Biomarker Asse…
SEPS: Semantic-enhanced Patch Slimming Framework for fine-grained cross-modal alignment
UniSE: A Unified Framework for Decoder-Only Autoregressive LM-Based Speech Enhancement
Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness
Uncertain but Useful: Leveraging CNN Training Variability into Data Augmentation
Less Data, More Security: Advancing Cybersecurity LLMs Specialization via Resource-Effici…
MetaTT: A Global Tensor-Train Adapter for Parameter-Efficient Fine-Tuning
Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Mode…
Introduction to Transformers: an NLP Perspective
Stabilising Generative Models of Attitude Change
Activation Steering for Aligned Open-ended Generation without Sacrificing Coherence
Working Paper: Towards a Category-theoretic Comparative Framework for Artificial General …