sumanthgenz Goto Github PK

clip

Contrastive Language-Image Pretraining

clip-featurevis

code for reproducing some of the diagrams in the paper "Multimodal Neurons in Artificial Neural Networks"

detic

Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".

dpc

Video Representation Learning by Dense Predictive Coding. Tengda Han, Weidi Xie, Andrew Zisserman.

federated_learning

distributed ledger for data-sharing (su19)

latex_cv

lava

language audio video alignment for self-supervised multimodal learning

magma

mil-nce_howto100m

PyTorch GPU distributed training code for MIL-NCE HowTo100M

ml-hypersim

Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding

nlp

natural language processing and transfer learning experiments (su20)

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

notion_database_builder

np_hard_solver

efficient approximation algorithms to cope with np-hardness

particle_clr

physics-inspired contrastive learning for images

robotics-object-pose-estimation

A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.

scrapers

skypilot

SkyPilot is a framework for easily running machine learning workloads on any cloud through a unified interface.

student0

sumanthgenz.github.io

temporal_clr

self-supervised audio learning using temporal order prediction on spectrograms

universal-computation

Official codebase for Pretrained Transformers as Universal Computation Engines.