Papers
12094 papers
TMLR2025
AC-PKAN: Attention-Enhanced and Chebyshev Polynomial-Based Physics-Informed Kolmogorov–Arnold Networks
Summary pending...
TMLR2025
CyberThreat-Eval: Can Large Language Models Automate Real-World Threat Research?
Summary pending...
TMLR2025
Mitigating Steady-State Bias in Off-Policy TD Learning via Distributional Correction
Summary pending...
TMLR2025
Transformers as Implicit State Estimators: In-Context Learning in Dynamical Systems
Summary pending...
TMLR2025
Learning to reconstruct from saturated data: audio declipping and high-dynamic range imaging
Summary pending...
TMLR2025
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs
Summary pending...
TMLR2025
Unreasonable effectiveness of LLM reasoning: a doubly cautionary tale of temporal question-answering
Summary pending...
TMLR2025
TextRegion: Text-Aligned Region Tokens from Frozen Image-Text Models
Summary pending...
TMLR2025
Prompt Engineering Techniques for Language Model Reasoning Lack Replicability
Summary pending...
TMLR2025
Rank-1 Approximation of Inverse Fisher for Natural Policy Gradients in Deep Reinforcement Learning
Summary pending...
TMLR2025
AC$\oplus$DC search: behind the winning solution to the FlyWire graph-matching challenge
Summary pending...
TMLR2025
Learning Task-Aware Abstract Representations for Meta-Reinforcement Learning
Summary pending...
TMLR2025
Positional Encoder Graph Quantile Neural Networks for Geographic Data
Summary pending...
TMLR2025
Designing a Conditional Prior Distribution for Flow-Based Generative Models
Summary pending...
TMLR2025
HyResPINNs: A Hybrid Residual Physics-Informed Neural Network Architecture Designed to Balance Expressiveness and Trainability
Summary pending...
TMLR2025
A simple connection from loss flatness to compressed neural representations
Summary pending...