AI News

⚡ 14 minutes ago
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MoE Enhanced Federated Learning for Spatiotemporal Prediction (arxiv.org)
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Achieving Cloud-Grade SLOs for Local Mixture-of-Experts Inference through CPU-GPU Hybrid Design (arxiv.org)
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Stop Early, Spend Less: Hidden-State Probes as a Practical Recipe for Streaming Moderation of LLM Outputs (arxiv.org)
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Population-Aware Physics-Informed Neural Particle Flow for Bayesian Update (arxiv.org)
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Boosting ECG Classification Performance by Pre-training with Synthesized Data (arxiv.org)
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CITRAS-FM: Tiny Time Series Foundation Model for Covariate-Informed Zero-Shot Forecasting (arxiv.org)
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Closing the Modality Gap in Zero-Shot HAR: Contrastive Training and Separability-Optimized Prototypes on IMU Data (arxiv.org)
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UPLOTS: A Unified Pretrained Language Model for Constrained Time-series Generation (arxiv.org)
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Expert-Level Crisis Detection in Mental Health Conversations (arxiv.org)
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Test-time Adversarial Takeover: A Real-time Hijacking Interface against Robotic Diffusion Policies (arxiv.org)
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Speech Meets ELF: Audio Conditional Continuous-Target Diffusion for Speech Recognition and Translation (arxiv.org)
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Advancing the State-of-the-Art in Empirical Privacy Auditing (arxiv.org)
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Can we trust our models? Epistemic calibration in second-order classification (arxiv.org)
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Inverse Probability Weighting and Age-of-Information Aggregation for Decentralized Federated Learning under Partial Reception (arxiv.org)
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N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization (arxiv.org)
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Divide and Cooperate: Role-Decomposed Multi-Agent LLM Training with Cross-Agent Learning Signals (arxiv.org)
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Convergence Rates for Neural-Network Estimation with Current-Status Data (arxiv.org)
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A Practical Recipe Towards Improving Sim-and-Real Correlation for VLA Evaluation (arxiv.org)
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Hierarchical Policies from Verbal and Egocentric Human Signals for Natural Human-Robot Interaction (arxiv.org)
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What Matters in Orchestrating Robot Policies: A Systematic Study of Hierarchical VLA Agents (arxiv.org)
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Linguistically Augmented Audio Speech Data (LinguAS) (arxiv.org)
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PL-KKT-hPINN: Enforcing Nonlinear Equality Constraints on Neural Networks via Piecewise-Linear Projection (arxiv.org)
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One Step Closer to Ground Truth: A Multi-Scale Residual-Aware Representation Learning Pipeline for Predicting Time Series Data (arxiv.org)
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In Defense of Information Leakage in Concept-based Models (arxiv.org)
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How Does Reasoning Flow? Tracing Attention-Induced Information Flow for Targeted RL in LLMs (arxiv.org)
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It\^o maps for any-step SDEs (arxiv.org)
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ERAlign: Energy-based Representation Alignment of GNNs and LLMs on Text-attributed Graphs (arxiv.org)
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Mitigating Bias in Low-SNR Financial Reinforcement Learning via Quantum Representations (arxiv.org)
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SpenseGPT: Practical One-shot Pruning Enabling Sparse and Dense GEMMs for LLM Inference (arxiv.org)
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Parallel Causal Associative Fields: Gated Sparse Memory for Long-Context Language Modeling (arxiv.org)
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SHAPO: Sharpness-Aware Policy Optimization for Safe Exploration (arxiv.org)
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Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing (arxiv.org)
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Fast Exact Nearest-Neighbor Learning for High-Frequency Financial Time Series (arxiv.org)
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A Source Domain is All You Need: Source-Only Cross-OS Transfer Learning for APT Anomaly Detection via Semantic Alignment and Optimal Transport (arxiv.org)
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Automated Pronunciation Evaluation for Korean Toddler Speech using Speech Diarization and Self-Supervised Learning (arxiv.org)
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KG-SoftMAP: Soft Knowledge-Graph Priors for Bayesian Network Structure Learning from Sparse Discrete Data (arxiv.org)
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Beyond Explaining Predictions: Logic-Based Explanations for Confidence in Machine Learning Models (arxiv.org)
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Privacy-Preserving Credit Risk Prediction with Alternative Data (arxiv.org)
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Rank Collapse, Fixed Points, and the Renormalization Group Structure of MLP Residual Networks (arxiv.org)
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Dropout-GRPO: Variational Stochasticity for Continuous Latent Reasoning (arxiv.org)
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Making Time Editable in Video Diffusion Transformers (arxiv.org)
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Flow Control: Steering Vision-Language-Action Models with Simple Real-Time Inputs (arxiv.org)
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Local Is Not a Sufficient Privacy Boundary: Governing OS-Integrated On-Device AI (arxiv.org)
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Gaming AI-Assisted Peer Reviews Poses New Risks to the Scientific Community (arxiv.org)
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A Unified Adaptive Feature Composition Framework for Multi-Task Generalization in Wireless Foundation Models (arxiv.org)
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Multi-Level Analyzation of Imbalance to Resolve Non-IID-Ness in Federated Learning (arxiv.org)
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When Design Rules Break: Benchmark Composition Determines Whether Label Informativeness Predicts GNN Aggregator Choice (arxiv.org)
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DUET -- Dual User Embedding Transformers for Offsite Conversion Prediction (arxiv.org)
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Deep Slice Interpolation for Reducing Through-Plane Anisotropy and Noise in Head CT (arxiv.org)
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Learning Where to Simulate: Generative Active Sampling for Online PDE Surrogate Training (arxiv.org)