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Stochastic Processes

2667 directly classified papers

Papers per year

Papers

Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025
SMGDiff: Soccer Motion Generation using Diffusion Probabilistic Models ICCV 2025
Coordinate-based Speed of Sound Recovery for Aberration-Corrected Photoacoustic Computed Tomography ICCV 2025
ERGO: Entropy-guided Resetting for Generation Optimization in Multi-turn Language Models EMNLP 2025
Zipf’s and Heaps’ Laws for Tokens and LLM-generated Texts EMNLP 2025
EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning EMNLP 2025
Uncertainty-driven Partial Diacritization for Arabic Text EMNLP 2025
Beyond Averages: Learning with Annotator Disagreement in STS EMNLP 2025
Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning EMNLP 2025
Pre-trained Models Perform the Best When Token Distributions Follow Zipf’s Law EMNLP 2025
Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning EMNLP 2025
BBScoreV2: Learning Time-Evolution and Latent Alignment from Stochastic Representation EMNLP 2025
RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models EMNLP 2025
SyncSDE: A Probabilistic Framework for Diffusion Synchronization CVPR 2025
A Proactive Reliability Metric for Detecting Failures in Language Model Training EMNLP 2025
Predictive Modeling of Human Developers’ Evaluative Judgment of Generated Code as a Decision Process EMNLP 2025
Detecting Adversarial Data Using Perturbation Forgery CVPR 2025
NoiseCtrl: A Sampling-Algorithm-Agnostic Conditional Generation Method for Diffusion Models CVPR 2025
Variance-Aware Estimation of Kernel Mean Embedding JMLR 2025
Elucidating the Solution Space of Extended Reverse-Time SDE for Diffusion Models WACV 2025
TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes WACV 2025
CoStoDet-DDPM: Collaborative Training of Stochastic and Deterministic Models Improves Surgical Workflow Anticipation and Recognition ICCV 2025
keepitsimple at SemEval-2025 Task 3: LLM-Uncertainty based Approach for Multilingual Hallucination Span Detection ACL 2025
Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic ACL 2025
Read Your Own Mind: Reasoning Helps Surface Self-Confidence Signals in LLMs EMNLP 2025