Towards a holistic understanding of Selection Bias for Causal Effect Identification
arXiv:2605.13430v1 Announce Type: cross Abstract: Selection bias is pervasive in observational studies. For example, large scale biobanks data can exhibit…
Q-Flow: Stable and Expressive Reinforcement Learning with Flow-Based Policy
arXiv:2605.13435v1 Announce Type: cross Abstract: There is growing interest in utilizing flow-based models as decision-making policies in reinforcement learning due…
A New Technique for AI Explainability using Feature Association Map
arXiv:2605.12350v2 Announce Type: replace-cross Abstract: Lack of transparency in AI systems poses challenges in critical real-life applications. It is important…
Think Twice, Act Once: Verifier-Guided Action Selection For Embodied Agents
arXiv:2605.12620v1 Announce Type: new Abstract: Building generalist embodied agents capable of solving complex real-world tasks remains a fundamental challenge in…
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…
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.…
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…
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…
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…
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…