Stars
CV/resume generator for academics and engineers, YAML to PDF
Introduction to Machine Learning Systems
Code for Streaming 4D Visual Geometry Transformer
detecting crossing line and presence on virtual fences using object tracking models
LSA : Layer Sustainability Analysis framework for the analysis of layer vulnerability in a given neural network. LSA can be a helpful toolkit to assess deep neural networks and to extend the advers…
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
LoRA and DoRA from Scratch Implementations
finding the nose tip in a 3d facial point cloud
Modified PSO Algorithm for Identifying Gapped Motifs in DNA Sequences.
All about the fundamentals and working of Diffusion Models
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
A beautiful, simple, clean, and responsive Jekyll theme for academics
🎨 Yet another theme for elegant writers with modern flat style and beautiful night/dark mode.
Advanced Python Mastery (course by @dabeaz)
Deep Residual Learning for Image Recognition
ICLR 2023 paper "Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness" by Yuancheng Xu, Yanchao Sun, Micah Goldblum, Tom Goldstein and Furong Huang
TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)
Exact method for visualizing partitions of a Deep Neural Network, CVPR 2023 Highlight
Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]
Implemented CURE algorithm from robustness via curvature regularization and vice versa
AutoBound automatically computes upper and lower bounds on functions.
Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation
Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks
COYO-700M: Large-scale Image-Text Pair Dataset
Implementation of Papers on Adversarial Examples