TonyLovesCode's starred repositories
awesome-computational-neuroscience
A list of schools and researchers in computational neuroscience
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
vit-explain
Explainability for Vision Transformers
how-AI-Sees-Our-World
Vision Transformer (ViT) models, with their attention mechanisms, revolutionized computer vision. By merging Class Activation Map (CAM) and Gradient-weighted Class Activation Map (Grad-CAM) concepts with ViT's attention maps, we gain deeper insights into how these models perceive and analyze images.
ai-deadlines
:alarm_clock: AI conference deadline countdowns
X-AnyLabeling
Effortless data labeling with AI support from Segment Anything and other awesome models.
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, ... 🧠
nlp-phd-global-equality
A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP
Tutorial-on-PhD-Application
Tutorial on PhD Application
revisiting-at
Code for the paper "Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models"
LLM-in-Vision
Recent LLM-based CV and related works. Welcome to comment/contribute!
AlignLLMHumanSurvey
Aligning Large Language Models with Human: A Survey
AI-research-tools
:hammer:AI 方向好用的科研工具
robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
adversarial-library
Library containing PyTorch implementations of various adversarial attacks and resources
Adversarial-Alignment
Scaling-up deep neural networks to improve their performance on ImageNet makes them more tolerant to adversarial attacks, but successful attacks on these models are misaligned with human perception.
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks [torchattacks]
the-algorithm
Source code for Twitter's Recommendation Algorithm
awesome-phd-advice
Collection of advice for prospective and current PhD students