New Submissions to TMLR · @tmlrsub
208 followers · 773 posts · Server sigmoid.social

Semi-Supervised Single Domain Generalization with Label-Free Adversarial Data Augmentation

openreview.net/forum?id=sUlbRf

#adversarial #supervised #generalization

Last updated 1 year ago

New Submissions to TMLR · @tmlrsub
206 followers · 764 posts · Server sigmoid.social

Training DNNs Resilient to Adversarial and Random Bit-Flips by Learning Quantization Ranges

openreview.net/forum?id=BxjHMP

#adversarial #quantization #dnns

Last updated 1 year ago

JMLR · @jmlr
712 followers · 311 posts · Server sigmoid.social

'PAC-learning for Strategic Classification', by Ravi Sundaram, Anil Vullikanti, Haifeng Xu, Fan Yao.

jmlr.org/papers/v24/21-1250.ht

#adversarial #classifiers #learnability

Last updated 1 year ago

JMLR · @jmlr
705 followers · 299 posts · Server sigmoid.social

'Dropout Training is Distributionally Robust Optimal', by José Blanchet, Yang Kang, José Luis Montiel Olea, Viet Anh Nguyen, Xuhui Zhang.

jmlr.org/papers/v24/21-0377.ht

#dropout #adversarial #minimax

Last updated 1 year ago

harkl · @harkl
38 followers · 126 posts · Server social.boom.army
New Submissions to TMLR · @tmlrsub
202 followers · 729 posts · Server sigmoid.social

Differentially Private Optimizers Can Learn Adversarially Robust Models

openreview.net/forum?id=o8VgRN

#adversarially #adversarial #privacy

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
553 followers · 555 posts · Server sigmoid.social

Foiling Explanations in Deep Neural Networks

Snir Vitrack Tamam, Raz Lapid, Moshe Sipper

Action editor: Jakub Tomczak.

openreview.net/forum?id=wvLQMH

#adversarial #ImageNet #inception

Last updated 1 year ago

New Submissions to TMLR · @tmlrsub
199 followers · 709 posts · Server sigmoid.social
Poetry News · @haikubot
899 followers · 9467 posts · Server mastodon.cloud

Miscreant
Tinkering, manipulating
To trick AI's mind
Adversarial attack
Misbehavior

wired.com/story/ai-adversarial

#ai #adversarial #attack #miscreant #cinquain #poetry

Last updated 1 year ago

Toni Aittoniemi · @gimulnautti
336 followers · 3887 posts · Server mastodon.green

@juuhaa Ja kuinka hyvin se onnistui? Ei kovin hyvin, uusinkin ChatGPT on edelleen 88% haavoittuvainen näille tekniikoille, jotka saavat sen ohittamaan kaiken tämän vaivan.

llm-attacks.org/zou2023univers

#llm #universal #adversarial #prompt #generation

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
546 followers · 522 posts · Server sigmoid.social

Catastrophic overfitting can be induced with discriminative non-robust features

Guillermo Ortiz-Jimenez, Pau de Jorge, Amartya Sanyal et al.

Action editor: Jakub Tomczak.

openreview.net/forum?id=10hCbu

#overfitting #adversarial #robust

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
546 followers · 522 posts · Server sigmoid.social

Finding and Only Finding Differential Nash Equilibria by Both Pretending to be a Follower

Xuchan Bao, Guodong Zhang

Action editor: Michael Bowling.

openreview.net/forum?id=igdWKx

#adversarial #games #gan

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
545 followers · 516 posts · Server sigmoid.social

Vulnerability-Aware Instance Reweighting For Adversarial Training

Olukorede Fakorede, Ashutosh Kumar Nirala, Modeste Atsague, Jin Tian

Action editor: Qibin Zhao.

openreview.net/forum?id=kdPcLd

#adversarial #classifiers #robustness

Last updated 1 year ago

New Submissions to TMLR · @tmlrsub
197 followers · 675 posts · Server sigmoid.social

Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches

openreview.net/forum?id=2tdhQM

#adversarial #masking #masked

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
545 followers · 516 posts · Server sigmoid.social

The Score-Difference Flow for Implicit Generative Modeling

Romann M. Weber

Action editor: Tom Rainforth.

openreview.net/forum?id=dpGSNL

#generative #adversarial #flow

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
544 followers · 509 posts · Server sigmoid.social

On the Gradient Formula for learning Generative Models with Regularized Optimal Transport Costs

Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin

Action editor: marco cuturi.

openreview.net/forum?id=Fbztvh

#generative #adversarial #regularization

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
544 followers · 505 posts · Server sigmoid.social

Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning

Yinglun Xu, Qi Zeng, Gagandeep Singh

Action editor: Lihong Li.

openreview.net/forum?id=25G63l

#adversarial #attacks #reward

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
523 followers · 476 posts · Server sigmoid.social

On the Robustness of Dataset Inference

Sebastian Szyller, Rui Zhang, Jian Liu, N Asokan

Action editor: Yiming Ying.

openreview.net/forum?id=LKz5Sq

#adversarially #adversarial #adversary

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
522 followers · 468 posts · Server sigmoid.social

TransFool: An Adversarial Attack against Neural Machine Translation Models

Sahar Sadrizadeh, Ljiljana Dolamic, Pascal Frossard

Action editor: Alessandro Sordoni.

openreview.net/forum?id=sFk3aB

#adversarial #transfool #translation

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
522 followers · 457 posts · Server sigmoid.social

The Eigenlearning Framework: A Conservation Law Perspective on Kernel Ridge Regression and Wide N...

James B Simon, Madeline Dickens, Dhruva Karkada, Michael Deweese

Action editor: Andriy Mnih.

openreview.net/forum?id=FDbQGC

#eigenlearning #learnability #adversarial

Last updated 1 year ago