2022年7月22日 · Extensive experimental results demonstrate that our DeACL achieves SOTA self-supervised adversarial robustness while significantly reducing the training time, which validates its effectiveness and efficiency.

This is the official implementation of the paper "Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness," which was accepted for an oral presentation at ECCV 2022. The DeACL framework consists of two stages. In the first stage, DeACL performs standard self-supervised learning (SSL) to obtain a non-robust encoder.

Extensive experimental results demonstrate that our DeACL achieves SOTA self-supervised adversarial robustness while significantly reducing the training time, which validates its effectiveness and efficiency.

The proposed DeACL has two advantages: (a) enabling flexible configuration for the two sub-problems; (b) requiring much fewer computation resources. Extensive experiments demonstrate that DeACL achieves SOTA robustness while significantly reducing the training time.

2011年9月11日 · I have tried dry transfer lettering on my GSSL clones which looks OK. I have also tried the laser printed decal method on my EZ1290's but this was black lettering on a matt silver panel. I did this a few times using a lacquer to finish over the decals but I always felt they looked like decals.

[TMLR'24] Official code for "ProFeAT: Projected Feature Adversarial Training for Self-Supervised Learning of Robust Representations". - val-iisc/ProFeAT

During training, to generate adversarial examples, we use 10-step l∞ PGD attack with ε = 8/255 and the whole encoder fθ with linear classifier will be trained and updated for 25 epochs. The learning rate schedule is the same as that of SLF. Setup for DeACL at first stage.

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2024年1月17日 · 1176 是第一个具有固态电路和超快的20微秒 FET增益衰减的压缩器，是一个易于使用的 "荒岛 "压缩器，它为历史上的伟大唱片提供了特质和冲击力。

5 天之前 · The 1176 Classic Limiter Plug-In Collection provides three distinct 1176 revisions, representing over 40 years of design iterations to the original 1176. The Rev A “Bluestripe” represents the original Putnam FET limiter design, complete with its higher distortion and unique FET gain amplifier characteristics.