Diffusing to Coordinate: Efficient Online Multi-Agent Diffusion Policies
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Human-Guided Agentic AI for Multimodal Clinical Prediction: Lessons from the AgentDS Heal…
Planning under Distribution Shifts with Causal POMDPs
FOCUS on Contamination: Hydrology-Informed Noise-Aware Learning for Geospatial PFAS Mappi…
A Physics-Inspired Optimizer: Velocity Regularized Adam
\texttt{Range-Arithmetic}: Verifiable Deep Learning Inference on an Untrusted Party
Diffusion-based Cumulative Adversarial Purification for Vision Language Models
OCSVM-Guided Representation Learning for Unsupervised Anomaly Detection
RelayFormer: A Unified Local-Global Attention Framework for Scalable Image and Video Mani…
The Algorithm Is Not the Behavior: Learned Priors Override Look-Ahead in a Chess-Playing …
MARIC: Multi-Agent Reasoning for Image Classification
Toward Preference-aligned Large Language Models via Residual-based Model Steering
Geometric Metrics and LLMs: What They Measure and When They Work
Noise-Guided Transport for Imitation Learning
Reliability-Calibrated Edge-IoT Early Fault Warning for Rotating Machinery with a Physics…
OpenVTON-Bench: A Large-Scale High-Resolution Benchmark for Controllable Virtual Try-On E…
Improving Detection of Rare Nodes in Hierarchical Multi-Label Learning
On the Optimal Reasoning Length for RL-Trained Language Models
Sample-Efficient Hypergradient Estimation for Decentralized Bi-Level Reinforcement Learni…
Vision-Language-Action Jump-Starting for Reinforcement Learning Robotic Agents
Information bottleneck for learning the phase space of dynamics from high-dimensional exp…
Beyond Continuity: Simulation-free Reconstruction of Discrete Branching Dynamics from Sin…
Self-Prompting Small Language Models for Privacy-Sensitive Clinical Information Extraction
CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing
Weakly Supervised Segmentation as Semantic-Based Regularization
Engineering Robustness into Personal Agents with the AI Workflow Store
T2MM: An LLM Supported Architecture For Inquiry-Based Modeling
From Awareness to Action: Understanding and Overcoming the Research-Practice Gap in Algor…
SDQM: Synthetic Data Quality Metric for Object Detection Dataset Evaluation
Mapping Scientific Literature with Large Language Models and Topic Modeling