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Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
Our code is available at https://github.com/sail-sg/stde
A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations
Imbalanced saliency is a phenomenon where an RL agent disproportionately identifies salient features across consecutive frames in a frame stack.
Collaboration! Towards Robust Neural Methods for Routing Problems
Combinatorial optimization problems (COPs) are crucial yet challenging to solve due to the NPhardness.
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification Y anxin Y ang
MLaaS are limited by their reliance on training samples or white-box model analysis, highlighting the need for a black-box backdoor purification method.
Discrete Modeling via Boundary Conditional Diffusion Processes Y uxuan Gu Xiaocheng Feng Lei Huang Yingsheng Wu Zekun Zhou
We present an novel framework for efficiently and effectively extending the powerful continuous diffusion processes to discrete modeling.
A Synthetic Dataset for Personal Attribute Inference Hanna Y ukhymenko
Recently powerful Large Language Models (LLMs) have become easily accessible to hundreds of millions of users world-wide.
