Mengye Ren

few-shot-ssl-public. Meta Learning for Semi-Supervised Few-Shot Classification

revnet-public. Code for "The Reversible Residual Network: Backpropagation Without Storing Activations"

tensorflow-forward-ad. Forward-mode Automatic Differentiation for TensorFlow

inc-few-shot-attractor-public. Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"

rec-attend-public. Code that implements paper "End-to-End Instance Segmentation with Recurrent Attention"

imageqa-public. Code for paper "Exploring Models and Data for Image Question Answering"

base62-csharp. Base62 Encoding C# implementation

deep-dashboard. Deep Dashboard: Machine Learning Training Visualizer

meta-optim-public. Understanding Short-Horizon Bias in Stochastic Meta-Optimization

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

imageqa-qgen. A question generator described in paper "Exploring Model and Data for Image Question Answering"

np-conv2d. 2D Convolution using NumPy

cityscapes-api. API for Cityscapes Dataset

CoursePlanner. Planner tool for college course selection and timetable scheduling

pysched. Pipeline based scheduler made in Python

div-norm. Implementation of divisive normalization in TensorFlow

online-unsup-proto-net. Python

resnet. Modified from the original tensorflow version.

learning-to-reweight-examples. Code for paper "Learning to Reweight Examples for Robust Deep Learning"

deep-tracker. Python

tfplus. Deep learning utility library based on Tensorflow

neural-lm. Neural Language Model Implementation

csc467. CSC467 Compiler Project

AutoTetris. An automatic solution to the classic game Tetris

bazel-docker. Build Docker container with Bazel

variational-autoencoder. Tensorflow implementation of Variational Autoencoder for MNIST

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

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

grade-school-math-relational. Abstract relation annotations of the GSM-8k dataset

imageqa_icml2015_poster. TeX