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adahessian_reprod

atlasnet-1

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

autoaugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

awesome-information-bottleneck

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

awesome-llm-interpretability

A curated list of Large Language Model (LLM) Interpretability resources.

awesome-robotic-tooling

Robotic resources and tools for professional robotic development with ROS in C++ and Python.

awesome-scalinglaws

A curated list of awesome resources dedicated to Scaling Laws for LLMs

awesome-tips

binvox-rw-py

Python module to read and write .binvox files.

deep-learning-dynamics-paper-list

This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.

disconet

[NeurIPS2021] Learning Distilled Collaboration Graph for Multi-Agent Perception

disn

DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction

disn-1

(latest updates and bug fixed) DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction

dispersion-score

[3DV 2021] A Dataset-Dispersion Perspective on Reconstruction Versus Recognition in Single-View 3D Reconstruction Networks

dropbox-uploader

Dropbox Uploader is a BASH script which can be used to upload, download, list or delete files from Dropbox, an online file sharing, synchronization and backup service.

giga

Official PyTorch implementation of Synergies Between Affordance and Geometry: 6-DoF Grasp Detection via Implicit Representations

gitignore

A collection of useful .gitignore templates

hap

hawq

Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

heterophily_and_oversmoothing

Codes for "Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks"

hydra-1

Code and checkpoints of compressed networks for the paper titled "HYDRA: Pruning Adversarially Robust Neural Networks" (NeurIPS 2020) (https://arxiv.org/abs/2002.10509).

layerwise-lr

learning-subspaces

lecturecode-fa20

Code created for lecture during Fall 2020

lecturecode-sp17

lecturecode-sp19

Code created for lecture during spring 19

llm-adapters

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models

loss_landscape_taxonomy

[NeurIPS 2021] code for "Taxonomizing local versus global structure in neural network loss landscapes" https://arxiv.org/abs/2107.11228

markdown.bash

A Markdown interpreter using only traditional Unix tools

meng_slurm_tutorial