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Xiong's Projects

acprop-optimizer icon acprop-optimizer

Implementation for ACProp ( Momentum centering and asynchronous update for adaptive gradient methdos, NeurIPS 2021)

clip icon clip

Contrastive Language-Image Pretraining

cliquenet icon cliquenet

Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)

cloudnet icon cloudnet

Image Segmentation and Classification for Understanding Clouds from Satellite Images contest

detr icon detr

End-to-End Object Detection with Transformers

directrandomtargetprojection icon directrandomtargetprojection

PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct feedback alignment (DFA), and direct random target projection (DRTP).

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gaussian-splatting icon gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

glyce icon glyce

Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations

ilearndeeplearning.py icon ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jmd2notebook icon jmd2notebook

A simple jmd to ipython notebook converter. All operations are invertible so the transformation of these two file type should not have significant data loss. However, due to the difference mathjax and julia interpret markdowns, the displayed markdown would be somewhat different.

mtmi icon mtmi

Source code for Multi-Tower Multi-Interest Learning for Candidate Matching in Recommender Systems

rocket-launching icon rocket-launching

A universal and efficient framework for training well-performing light net

splatam icon splatam

SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAM

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