Pin-Yu Chen

activity

20222026

most citedTowards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations

2 citations · 6 across the 13 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 1 cited

On the Convergence and Sample Complexity Analysis of Deep Q-Networks with $ε$ -Greedy Exploration

Shuai Zhang, Hongkang Li, Meng Wang +6

This paper provides a theoretical understanding of Deep Q-Network (DQN) with the $ε$ -greedy exploration in deep reinforcement learning. Despite the tremendous empirical a…

cs.CV2023★ 1 cited

AutoVP: An Automated Visual Prompting Framework and Benchmark

Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen +2

Visual prompting (VP) is an emerging parameter-efficient fine-tuning approach to adapting pre-trained vision models to solve various downstream image-classification tasks. However,…

On the Convergence and Sample Complexity Analysis of Deep Q-Networks with ε-Greedy Exploration

AutoVP: An Automated Visual Prompting Framework and Benchmark

On the Convergence and Sample Complexity Analysis of Deep Q-Networks with $ε$ -Greedy Exploration