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06/19/2023
Enhancing Generalization and Plasticity for Sample Efficient Reinforcement Learning
In Reinforcement Learning (RL), enhancing sample efficiency is crucial, ...
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10/24/2021
Conditional Generation of Periodic Signals with Fourier-Based Decoder
Periodic signals play an important role in daily lives. Although convent...
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10/18/2021
Natural Attribute-based Shift Detection
Despite the impressive performance of deep networks in vision, language,...
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07/23/2021
Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation
Identifying unexpected objects on roads in semantic segmentation (e.g., ...
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11/26/2020
Evaluation of Out-of-Distribution Detection Performance of Self-Supervised Learning in a Controllable Environment
We evaluate the out-of-distribution (OOD) detection performance of self-...
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10/16/2020