Papers Using This Method
Scaling Laws for State Dynamics in Large Language Models2025-05-20Neural Networks as Universal Finite-State Machines: A Constructive Deterministic Finite Automaton Theory2025-05-16Evaluating an assembly- and disassembly-oriented expansion of Modular Function Deployment through a workshop-based assessment2025-05-03BMRL: Bi-Modal Guided Multi-Perspective Representation Learning for Zero-Shot Deepfake Attribution2025-04-19Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length?2025-04-02Low-power Spike-based Wearable Analytics on RRAM Crossbars2025-02-10Direct Fractional Auction2024-11-18Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning2024-10-31Combining features on vertical ground reaction force signal analysis for multiclass diagnosing neurodegenerative diseases2024-08-20On-the-fly Synthesis for LTL over Finite Traces: An Efficient Approach that Counts2024-08-14LLMs as Probabilistic Minimally Adequate Teachers for DFA Learning2024-08-06DyFADet: Dynamic Feature Aggregation for Temporal Action Detection2024-07-03DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment2024-06-04DFAMiner: Mining minimal separating DFAs from labelled samples2024-05-29SynCode: LLM Generation with Grammar Augmentation2024-03-03DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton2024-02-06Stability Analysis of Various Symbolic Rule Extraction Methods from Recurrent Neural Network2024-02-04Learning Deterministic Finite Automata from Confidence Oracles2023-11-18Reinforcement Learning with Temporal-Logic-Based Causal Diagrams2023-06-23Automaton-Guided Curriculum Generation for Reinforcement Learning Agents2023-04-11