Projects in Awesome Lists tagged with adversarial-training

https://github.com/yl4579/StyleTTS2

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

adversarial-training deep-learning diffusion-models gan latent-diffusion latent-diffusion-models pytorch speaker-adaptation speech-synthesis text-to-speech tts wavlm

Last synced: 09 Apr 2025

https://github.com/yl4579/styletts2

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

adversarial-training deep-learning diffusion-models gan latent-diffusion latent-diffusion-models pytorch speaker-adaptation speech-synthesis text-to-speech tts wavlm

Last synced: 14 May 2025

https://github.com/lonepatient/bert-ner-pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

adversarial-training albert bert chinese crf focal-loss labelsmoothing ner nlp pytorch softmax span

Last synced: 15 May 2025

https://github.com/lonePatient/BERT-NER-Pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

adversarial-training albert bert chinese crf focal-loss labelsmoothing ner nlp pytorch softmax span

Last synced: 09 May 2025

https://github.com/liuyukid/transformers-ner

Pytorch-Named-Entity-Recognition-with-transformers

adversarial-training albert bert camembert crf distilbert electra fgm ner pgd pytorch roberta softmax span transformers xlm xlmroberta

Last synced: 29 Apr 2025

https://github.com/zhegan27/VILLA

Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER adversarial training part

adversarial-training neurips-2020 pretraining vision-and-language visual-question-answering

Last synced: 21 Jul 2025

https://github.com/snap-research/sf-v

This respository contains the code for the NeurIPS 2024 paper SF-V: Single Forward Video Generation Model.

adversarial-training diffusion-models video

Last synced: 26 Jan 2026

https://snap-research.github.io/SF-V/

This respository contains the code for the NeurIPS 2024 paper SF-V: Single Forward Video Generation Model.

adversarial-training diffusion-models video

Last synced: 28 Mar 2025

https://github.com/snap-research/SF-V

This respository contains the code for the NeurIPS 2024 paper SF-V: Single Forward Video Generation Model.

adversarial-training diffusion-models video

Last synced: 28 Mar 2025

https://github.com/calico/scnym

Semi-supervised adversarial neural networks for classification of single cell transcriptomics data

adversarial-training rna-seq semi-supervised single-cell single-cell-genomics

Last synced: 16 Jan 2026

https://github.com/val-iisc/SDAT

[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",

adversarial-training dann domain-adaptation icml-2022 pytorch sharpness-aware-minimization

Last synced: 08 May 2025

https://github.com/searchableai/kitanaqa

KitanaQA: Adversarial training and data augmentation for neural question-answering models

adversarial-attacks adversarial-training bert data-augmentation ml-automation natural-language-processing nlp pytorch question-answering transformer

Last synced: 10 Apr 2025

https://github.com/vita-group/sandwich-batch-normalization

[WACV 2022] "Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity" by Xinyu Gong, Wuyang Chen, Tianlong Chen and Zhangyang Wang

adversarial-training batch-normalization gan nas neural-architecture-search normalization pytorch sabn sandwich-batch-normalization style-transfer

Last synced: 31 Jul 2025

https://github.com/dvlab-research/lbgat

Learnable Boundary Guided Adversarial Training (ICCV2021)

adversarial-attacks adversarial-defense adversarial-training iccv2021 image-recognition robustness

Last synced: 13 Oct 2025

https://github.com/harry24k/mair

Fantastic Robustness Measures: The Secrets of Robust Generalization [NeurIPS 2023]

adversarial-attacks adversarial-defenses adversarial-robustness adversarial-training

Last synced: 10 Apr 2025

https://github.com/borealisai/mma_training

Code for the paper "MMA Training: Direct Input Space Margin Maximization through Adversarial Training"

adversarial-training robustness

Last synced: 07 Apr 2025

https://github.com/dvlab-research/robust-semantic-segmentation

Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation （ICCV2021）

adversarial-training robustness semantic-segmentation

Last synced: 03 Jul 2025

https://github.com/harry24k/catastrophic-overfitting

Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]

adversarial-attacks adversarial-defense adversarial-training catastrophic-overfitting

Last synced: 10 Apr 2025

https://github.com/Harry24k/catastrophic-overfitting

Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]

adversarial-attacks adversarial-defense adversarial-training catastrophic-overfitting

Last synced: 08 May 2025

https://github.com/cstsunfu/dlk

A PyTorch Based Deep Learning Quick Develop Framework. One-Stop for train/predict/server/demo

adversarial-training deep-learning demo grid-search image-captioning image-classification lightning ner nli pytorch relation-extraction streamlit summary

Last synced: 18 Sep 2025

https://github.com/cdluminate/robrank

Adversarial Attack and Defense in Deep Ranking, T-PAMI, 2024

adversarial-attacks adversarial-defense adversarial-machine-learning adversarial-robustness adversarial-training deep-metric-learning dml metric-learning ranking

Last synced: 21 Mar 2025

https://github.com/cea-list/adv-reid

Metric Adversarial Attacks and Defense

adversarial-attacks adversarial-defense adversarial-examples adversarial-training metric-adversarial-attacks metric-learning re-identification

Last synced: 25 Jul 2025

https://github.com/fra31/robust-finetuning

Code relative to "Adversarial robustness against multiple and single $l_p$-threat models via quick fine-tuning of robust classifiers"

adversarial-learning adversarial-robustness adversarial-training

Last synced: 08 May 2025

https://github.com/firojalam/domain-adaptation

Domain Adaptation with Adversarial Training and Graph Embeddings

adversarial-training domain-adaptation graph-embedding

Last synced: 26 Jul 2025

https://github.com/nishiwen1214/at_papers

Must-read papers on Adversarial training for neural networks！

adversarial-training generalization nlp robustness

Last synced: 02 Apr 2026

https://github.com/sayakpaul/adversarial-examples-in-deep-learning

Shows how to create basic image adversaries, and train adversarially robust image classifiers (to some extent).

adversarial-examples adversarial-training keras neural-structured-learning tensorflow

Last synced: 07 May 2025

https://github.com/salesforce/adversarial-polyglots

Code for the paper "Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots" (NAACL-HLT 2021)

adversarial-attacks adversarial-examples adversarial-training code-mixing multilingual nlp robustness

Last synced: 16 Apr 2025

https://github.com/igitugraz/sparseadversarialtraining

Code for "Training Adversarially Robust Sparse Networks via Bayesian Connectivity Sampling" [ICML 2021]

adversarial-robustness adversarial-training icml2021 sparse-training

Last synced: 14 Apr 2025

https://github.com/michiyasunaga/pos_adv

[NAACL 2018] Robust Sequence Labeling with Adversarial Training

adversarial-training robustness sequence-labeling

Last synced: 14 Apr 2025

https://github.com/zjysteven/privacyattack_at_fl

A privacy attack that exploits Adversarial Training models to compromise the privacy of Federated Learning systems.

adversarial-machine-learning adversarial-robustness adversarial-training federated-learning privacy

Last synced: 04 Sep 2025

https://github.com/cea-list/adv-sat

Sinkhorn Adversarial Training (SAT): Optimal Transport as a Defense Against Adversarial Attacks

adversarial-defense adversarial-training optimal-transport robustness-assessment sinkhorn-divergences

Last synced: 05 Sep 2025

https://github.com/shunk031/attention-meets-perturbation

📝 Official Implementation of "Attention Meets Perturbation: Robust and Interpretable Attention with Adversarial Training"

adversarial-training allennlp attention-mechanism binary-classification ieee interpretability natural-language-inference natural-language-processing pytorch question-answering robustness

Last synced: 18 Aug 2025

https://github.com/gurbaaz27/cs776a-course-project

Can Adversarial training defend against Poisoning attacks?

adversarial-attacks adversarial-training backdoor-attacks cnn-keras computer-vision deep-learning poisoning-attack

Last synced: 11 Apr 2025

https://github.com/lamsut/adversarial-robustness-of-cnn

Research on adversarial machine learning

adversarial-attacks adversarial-training cifar-10 deep-neural-networks

Last synced: 13 Sep 2025

https://github.com/mcp-tool-shop-org/aspire-ai

ASPIRE: Adversarial Student-Professor Internalized Reasoning Engine - Teaching AI through internalized mentorship with cognitive empathy, syntropy, and perception

adversarial-training ai-alignment ai-evaluation ai-training cognitive-empathy deep-learning fine-tuning llm llm-training machine-learning metacognition negentropy nlp perception python pytorch rlhf syntropy theory-of-mind transformer

Last synced: 23 Feb 2026

https://github.com/abikesa/jordanpeterson

Channels Nietzsche

adversarial-training reinforcement-learning

Last synced: 18 May 2026

https://github.com/narpat78/dcgan-celebfaces

This project implements a Deep Convolutional Generative Adversarial Network (DCGAN) from scratch using PyTorch to generate realistic human faces. The model is trained on the CelebA dataset and demonstrates the fundamental principles of adversarial training between a Generator and a Discriminator.

adversarial-training dcgan dcgan-pytorch discriminator gans generator pytorch-implementation

Last synced: 08 Oct 2025

https://github.com/ramtinmoslemi/catastrophic-overfitting-papers

A full list of papers on Catastrophic Overfitting from arXiv

adversarial-attacks adversarial-examples adversarial-machine-learning adversarial-training awesome-list catastrophic-overfitting fast-adversarial-training

Last synced: 15 May 2026

https://github.com/mcp-tool-shop/aspire-ai

ASPIRE: Adversarial Student-Professor Internalized Reasoning Engine - Teaching AI through internalized mentorship with cognitive empathy, syntropy, and perception

adversarial-training ai-training cognitive-empathy deep-learning fine-tuning llm machine-learning metacognition negentropy nlp perception python pytorch rlhf syntropy theory-of-mind transformer

Last synced: 30 Jan 2026