Srikumar Sastry's repositories
Large-Scale-Semantic-Segmentation-with-MAML
Memory Efficient Large Scale Semantic Segmentation with Model Agnostic Meta Learning with Tensorflow. It uses SegNet Architecture for classification.
Min-Max-Cost-Effective-Multi-Armed-Bandit-Active-learning
This study develops a generalized cost for semantic labelling of images. The goal of active learning is to reduce the cost of labelling while maximizing the informativeness of acquired images. This is achieved in a multi armed bandits fashion.
3D-Machine-Learning
A resource repository for 3D machine learning
awesome-active-learning
A curated list of awesome Active Learning
awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
brains-py
A python package to support the study of Dopant Network Processing Units as hardware accelerators for non-linear operations. Its aim is to support key functions for hardware setups and algorithms related to searching functionality on DNPUs and DNPU architectures both in simulations and in hardware.
brainspy-smg
A python package created and maintained by the Brains team of the NanoElectronics group at the University of Twente for (mostly) automated generation of surrogate models of boron-doped silicon chips, supporting its creation throughout its development life-cycle.
Diverse-Bayesian-Active-Learning-with-Simulated-Annealing
Active Learning with Keras
ffcv
FFCV: Fast Forward Computer Vision (and other ML workloads!)
GitHubGraduation-2022
Join the GitHub Graduation Yearbook and "walk the stage" on June 11.
keras
Deep Learning for humans
lightning
Deep learning framework to train, deploy, and ship AI products Lightning fast.
MultiDiffusion
Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)
Non-Convex-Optimization-on-Sphere
Mirror Descent on Sphere Geometry
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch_active_learning
PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book
Remote-Sensing-RVSA
The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"
sinr
Spatial Implicit Neural Representations for Global-Scale Species Mapping - ICML 2023
torch-harmonics
Differentiable Spherical Harmonic transforms in PyTorch
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch