COGNOS: Universal Enhancement for Time Series Anomaly Detection via Constrained Gaussian-Noise Optimization and Smoothing
arXiv:2511.06894v3 Announce Type: replace-cross Abstract: Reconstruction-based methods are a dominant paradigm in time series anomaly detection (TSAD), however, their near-universal…
Ister: Linear Transformer for Efficient Multivariate Time Series Forecasting
arXiv:2412.18798v3 Announce Type: replace-cross Abstract: Transformer-based models have achieved remarkable success in multivariate time series forecasting (MTSF) by capturing long-range…
TiledAttention: a CUDA Tile SDPA Kernel for PyTorch
arXiv:2603.01960v2 Announce Type: replace-cross Abstract: TiledAttention is a scaled dot-product attention (SDPA) forward operator for SDPA research on NVIDIA GPUs.…
Operating Within the Operational Design Domain: Zero-Shot Perception with Vision-Language Models
arXiv:2605.07649v2 Announce Type: replace-cross Abstract: Over the last few years, research on autonomous systems has matured to such a degree…
One Token Per Frame: Reconsidering Visual Bandwidth in World Models for VLA Policy
arXiv:2605.07931v2 Announce Type: replace-cross Abstract: Vision-language-action (VLA) models increasingly rely on auxiliary world modules to plan over long horizons, yet…
Governing AI-Assisted Security Operations: A Design Science Framework for Operational Decision Support
arXiv:2605.09534v1 Announce Type: cross Abstract: Engineering managers increasingly must decide how to introduce generative artificial intelligence (AI), retrieval-augmented generation, and…
AsymTalker: Identity-Consistent Long-Term Talking Head Generation via Asymmetric Distillation
arXiv:2605.02948v3 Announce Type: replace-cross Abstract: Diffusion-based talking head generation has achieved remarkable visual quality, yet scaling it to long-term videos…
Core-Halo Decomposition: Decentralizing Large-Scale Fixed-Point Problems
arXiv:2605.08681v1 Announce Type: cross Abstract: We study solving large-scale fixed-point equation (x^star=bar F(x^star)) with decomposition. Standard strict decomposition assigns each…
Tacit Knowledge Extraction via Logic Augmented Generation and Active Inference
arXiv:2605.07639v1 Announce Type: new Abstract: Tacit knowledge plays a central role in human expertise, yet it remains difficult to capture,…
The Single-File Test: A Longitudinal Public-Interface Evaluation of First-Output LLM Web Generation with Social Reach Tracking
arXiv:2605.06707v1 Announce Type: cross Abstract: This paper presents an eight-week observational comparison of 68 single-file HTML generations collected across 17…