research
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05/27/2023
Query-Efficient Black-Box Red Teaming via Bayesian Optimization
The deployment of large-scale generative models is often restricted by t...
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01/28/2023
Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming
Recent works on neural network pruning advocate that reducing the depth ...
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06/17/2022
Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization
We focus on the problem of adversarial attacks against models on discret...
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02/24/2022