Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks Paper • 2505.20047 • Published 14 days ago • 3
This Time is Different: An Observability Perspective on Time Series Foundation Models Paper • 2505.14766 • Published 20 days ago • 37
A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods Paper • 2502.01618 • Published Feb 3 • 10
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22 • 401
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization Paper • 2412.17739 • Published Dec 23, 2024 • 42
Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Paper • 2412.18605 • Published Dec 24, 2024 • 21
Toto: Time Series Optimized Transformer for Observability Paper • 2407.07874 • Published Jul 10, 2024 • 35
The Unreasonable Ineffectiveness of the Deeper Layers Paper • 2403.17887 • Published Mar 26, 2024 • 81