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Stochastic Processes

2667 directly classified papers

Papers per year

Papers

SyncSDE: A Probabilistic Framework for Diffusion Synchronization CVPR 2025
Debiasing 6-DOF IMU via Hierarchical Learning of Continuous Bias Dynamics RSS 2025
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval IJCAI 2025
Not a nuisance but a useful heuristic: Outlier dimensions favor frequent tokens in language models EMNLP 2025
Two-Timescale Critic-Actor for Average Reward MDPs with Function Approximation AAAI 2025
Supervised Score-Based Modeling by Gradient Boosting AAAI 2025
Delay as Payoff in MAB AAAI 2025
XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications AAAI 2025
Speeding Up Hyper-Heuristics With Markov-Chain Operator Selection and the Only-Worsening Acceptance Operator IJCAI 2025
Black-Box Optimization with Implicit Constraints for Public Policy AAAI 2025
WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting AAAI 2025
Stability and Generalization for Stochastic (Compositional) Optimizations IJCAI 2025
BridgeVoC: Neural Vocoder with Schrödinger Bridge IJCAI 2025
A Wiener Process Perspective on Local Intrinsic Dimension Estimation Methods AAAI 2025
Calibrating Large Language Models with Sample Consistency AAAI 2025
Evolutionary Algorithms Are Significantly More Robust to Noise When They Ignore It IJCAI 2025
HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs AAAI 2025
Runtime Analysis for Multi-Objective Evolutionary Algorithms in Unbounded Integer Spaces AAAI 2025
SMGDiff: Soccer Motion Generation using Diffusion Probabilistic Models ICCV 2025
Detecting Adversarial Data Using Perturbation Forgery CVPR 2025
Who leads? Who follows? Temporal dynamics of political dogwhistles in Swedish online communities ACL 2025
Read Your Own Mind: Reasoning Helps Surface Self-Confidence Signals in LLMs EMNLP 2025
Perturb-and-Revise: Flexible 3D Editing with Generative Trajectories CVPR 2025
Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model CVPR 2025
Retrieval-Augmented Forecasting with Tabular Time Series Data ACL 2025