aldangao

aldangao's Stars

• Zoky-2020/SGA

  Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models. [ICCV 2023 Oral]

  Language:Python473

• ericyinyzy/VLAttack

  This is an official repository of ``VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models'' (NeurIPS 2023).

  Language:Jupyter Notebook393

• pliang279/FactorCL

  [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy

  Language:Jupyter Notebook605

• Linear95/CLUB

  Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information

  Language:Jupyter Notebook31139

• yaohungt/Pointwise_Dependency_Neural_Estimation

  Language:Python192

• xu-ji/IIC

  Invariant Information Clustering for Unsupervised Image Classification and Segmentation

  Language:Python865208

• pliang279/PID

  [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions

  Language:Python606

• Li-Hyn/DMICC

  The code for the paper "Dual Mutual Information Constraints for Discriminative Clustering"

  Language:Python192

• naver-ai/mid.metric

  Language:Python291

• facebookresearch/multimodal

  TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.

  Language:Python1.5k140

• microsoft/unilm

  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

  Language:Python20.1k2.5k

• salesforce/LAVIS

  LAVIS - A One-stop Library for Language-Vision Intelligence

  Language:Jupyter Notebook9.9k971

• salesforce/ALBEF

  Code for ALBEF: a new vision-language pre-training method

  Language:Python1.6k198

• orpatashnik/StyleCLIP

  Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)

  Language:HTML4k560

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python56.1k5.8k

• pliang279/awesome-multimodal-ml

  Reading list for research topics in multimodal machine learning

  6.1k856

• adversarial-for-goodness/Co-Attack

  official PyTorch implement of Towards Adversarial Attack on Vision-Language Pre-training Models

  Language:Python488

• YapengTian/AV-Robustness-CVPR21

  Can audio-visual integration strengthen robustness under multimodal attacks?

  Language:Python262

• Harry24k/adversarial-attacks-pytorch

  PyTorch implementation of adversarial attacks [torchattacks]

  Language:Python1.9k351

• cleverhans-lab/cleverhans

  An adversarial example library for constructing attacks, building defenses, and benchmarking both

  Language:Jupyter Notebook6.2k1.4k

• DIG-Beihang/X-adv

  Official PyTorch implemetation of paper "X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection".

  131

• jinyugy21/Adv-Stickers_RHDE

  Adversarial Stickers: A Stealthy Attack Method in the Physical World (TPAMI 2022)

  Language:Python333

• shighghyujie/newpatch-rl

  Simultaneously Optimizing Perturbations and Positions for Black-box Adversarial Patch Attacks (TPAMI 2022)

  Language:Python284

• serval-uni-lu/realistic_adversarial_hardening

  This repository contains the data and the code used for S&P 2023 paper "On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks"

  Language:Python4

• microsoft/IRNet

  An algorithm for cross-domain NL2SQL

  Language:Python26980

• salesforce/WikiSQL

  A large annotated semantic parsing corpus for developing natural language interfaces.

  Language:HTML1.6k323

• tao-bai/attack-and-defense-methods

  A curated list of papers on adversarial machine learning (adversarial examples and defense methods).

  Language:TeX21226