Mengye Ren (renmengye)

renmengye

Geek Repo

Company:NYU

Location:New York, NY

Home Page:mengyeren.com

Twitter:@mengyer

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Mengye Ren's repositories

few-shot-ssl-public

Meta Learning for Semi-Supervised Few-Shot Classification

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revnet-public

Code for "The Reversible Residual Network: Backpropagation Without Storing Activations"

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tensorflow-forward-ad

Forward-mode Automatic Differentiation for TensorFlow

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inc-few-shot-attractor-public

Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"

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rec-attend-public

Code that implements paper "End-to-End Instance Segmentation with Recurrent Attention"

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base62-csharp

Base62 Encoding C# implementation

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meta-optim-public

Understanding Short-Horizon Bias in Stochastic Meta-Optimization

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oc-fewshot-public

Code associated with paper "Wandering Within a World: Online Contextualized Few-Shot Learning"

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np-conv2d

2D Convolution using NumPy

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CoursePlanner

Planner tool for college course selection and timetable scheduling

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learning-to-reweight-examples

Code for paper "Learning to Reweight Examples for Robust Deep Learning"

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grade-school-math-relational

Abstract relation annotations of the GSM-8k dataset

pixel-cnn

Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

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self-label

Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

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benchmarks

Benchmark code

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curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

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deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

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dist-mst-talk

Course presentation on distributed MST algorithms

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engrafo

Convert LaTeX documents into beautiful responsive web pages using LaTeXML.

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google-research

Google Research

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habitat-api

A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.

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habitat-sim

A flexible, high-performance 3D simulator for Embodied AI research.

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Matterport3DSimulator

AI Research Platform for Reinforcement Learning from Real Panoramic Images.

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pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

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renmengye

Config files for my GitHub profile.

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tfdiffeq

Tensorflow implementation of Ordinary Differential Equation Solvers with full GPU support

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torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

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