NeuronTune: Fine-Grained Neuron Modulation for Balanced Safety-Utility Alignment in LLMs
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Generative AI for Validating Physics Laws
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Sys…
Screening Autism Spectrum Disorder in children using Deep Learning Approach : Evaluating …
Intrinsic PAPR: Tackling Misattribution in 3D Intrinsic Decomposition via Proximity Atten…
CytoNet: A Foundation Model for the Human Cerebral Cortex at Cellular Resolution
Towards Reproducibility in Predictive Process Mining: SPICE -- A Deep Learning Library
ReflCtrl: Controlling LLM Reflection Efficiently via Representation Engineering
Adaptive GR(1) Specification Repair for Liveness-Preserving Shielding in Reinforcement Le…
Automatic Model Card Generation Using an LLM
Fuzzy Segmentations of a String
Beyond Uniform Local Isometry and Topology: FactoMap for Disentangled Representations
Parameter-Efficient Self-Supervised Adaptation for EEG-FM under Fixed Computational Budge…
Topology-Guided Modular Actor-Critic Learning for Continuous Systems under Temporal Objec…
Olapa-MCoT: Enhancing the Chinese Mathematical Reasoning Capability of LLMs
Comparing Explanations is Not Enough, Explain the Change: New Standards are Needed to Exp…
Enhancing Bayesian Optimization and Active Learning Through Kernel Diversity
A Literate Programming Environment for Human and Machine Agents
Simthesizer: An Agent-Driven Simulation Framework for LLM Serving Systems
Constrained Hyperparameter Optimization for Streaming Data
Across the Loss Landscape with Progressive Growth
Deep Learning Super Resolution for Satellite Cloud Mask Downscaling
Beyond Static Interpretability: Anticipating Post-SFT Mechanisms from Pre-SFT Parameters …
Scalable and Versatile Identification for Hierarchical Structural Causal Models: A New Lo…
When Do Supervised UQ Ensembles Improve LLM Hallucination Detection? A Robustness Study
Equivariant Covariance Tensors: Guaranteed SPD Uncertainty for Tensor-Valued Geometric Le…
StrokeGuard: A Multi-Agent Guided System for Prehospital Stroke Assessment
Housing Potential Common Data Model and City Digital Twin
Markerless Pose Estimation for Resistance Training Technique Assessment
Metadata-Aware Adaptation of a Generative Foundation Model for Conditional CMR Synthesis