📊 OOD Detection - tfriedel · Scour

Beyond Soft Masks: Hard-Perturbation Mixup Explainer for Robust GNN Explainability

🏷️Label Noise Academic

How Low Can You Go? Active Learning for Sparse Model Discovery in the Ultra-Low-Data Limit

🎲Uncertainty Academic

Difference-Aware Retrieval Policies for Imitation Learning

🏷️Label Noise Academic

Least-Action-Guided Diffusion for Physical Extrapolation

🏷️Label Noise Academic

XtrAIn: Training-Guided Occlusion for Feature Attribution

🏷️Label Noise Academic

Learning What to Say to Your VLA: Mostly Harmless Vision Language Action Model Steering

🖼️Multimodal AI Academic

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

🧠LLMs Academic

SVoT: State-aware Visualization-of-Thought for Spatial Reasoning via Reinforcement Learning

🖼️Multimodal AI Academic

PereStruct: Multimodal Semantic Assembly for Robust Historical Document Parsing

🖼️Multimodal AI Academic

An Electric Potential-Augmented Benchmark Dataset for Physics-Guided Image Reconstruction of Electrical Capacitance Tomography

👁️Computer Vision Academic

A Multi-Agent System for IPMSM Design Optimization via an FEA-AI Hybrid Approach

🤖AI Agents Academic

SwiftCTS: Fast Cross-Design Prediction and Pareto Optimization of Clock Tree Metrics via Few-Shot Calibration

⚙️MLOps Academic

Making Foresight Actionable: Repurposing Representation Alignment in World Action Models

🖼️Multimodal AI Academic

Towards a Data Flywheel for Embodied Intelligence in Logistics

🖼️Multimodal AI Academic

HAMNO: A Hierarchical Adaptive Multi-scale Neural Operator with Physics-Informed Learning for Dynamical Systems

🖼️Multimodal AI Academic

Generative Molecular Morphing for Flexible-Size Design via Unbalanced Optimal Transport

⚙️MLOps Academic

Generalized Conformal Predictive Systems Under Distributional Shifts

🎲Uncertainty Academic

Learning to Route LLMs from Implicit Cost-Performance Preferences via Meta-Learning

🧠LLMs Academic

Implicit Neural Representations of Individual Behavior

🖼️Multimodal AI Academic

Data-efficient flood depth prediction through domain-aware coreset selection and tabular foundation models

📝Active Learning Academic

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