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lolz0r's Projects

agent-framework icon agent-framework

An LLM based tool-using neural agent framework in the ReAct paradigm, written in javascript.

ceviche icon ceviche

:shrimp: FDFD and FDTD with Automatic Differentiation

cmr icon cmr

Project repo for Learning Category-Specific Mesh Reconstruction from Image Collections

convlstm icon convlstm

Spatio-temporal video autoencoder with convolutional LSTMs

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

ffmpeg-python icon ffmpeg-python

Python bindings for FFmpeg - with complex filtering support

ganless-hd icon ganless-hd

The basic idea is to utilize a U-Net, modified perceptual loss (pearson instead of MAE), learned basis functions, and "mean teacher" training in order to synthesize images of high quality without the normal troubles of training a GAN.

iic icon iic

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

mean-teacher icon mean-teacher

A state-of-the-art semi-supervised method for image recognition

paac icon paac

Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning

poincare-embedding icon poincare-embedding

Poincaré Embeddings for Learning Hierarchical Representations (https://arxiv.org/abs/1705.08039) in PyTorch

stereo-magnification icon stereo-magnification

Code accompanying the SIGGRAPH 2018 paper "Stereo Magnification: Learning View Synthesis using Multiplane Images"

ultraino icon ultraino

Acoustic Field simulation for phased-array controllers

w-net icon w-net

w-net: a convolutional neural network architecture for the self-supervised learning of depthmap from pairs of stereo images.

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