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Physical Computing with Coupled Oscillators – Current Progress and Future DirectionsAida Todri-sanialJelle Verestet al.2025IEDM 2025
Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo MethodsIsha PuriShivchander Sudalairajet al.2025NeurIPS 2025
Structured Sparse Transition Matrices to Enable State Tracking in State-Space ModelsAleksandar TerzicNicolas Menetet al.2025NeurIPS 2025
FlowState: Sampling-Rate Invariant Time Series Foundation Model with Dynamic Forecasting HorizonsLars GrafThomas Bohnstinglet al.2025NeurIPS 2025
Toward a Coherent Virtual Cell Model: Probing Biological World-Model Coherence in Transcriptomic Foundation ModelsNoa MorielYishai Shimoniet al.2025NeurIPS 2025