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ml-lab's Projects

mspld-2018 icon mspld-2018

Few-Example Object Detection with Model Communication, T-PAMI 2018

mt-dnn icon mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

mtsne icon mtsne

Multivariate time-series t-Distributed Stochastic Neighbor Embedding

mugo icon mugo

Replicating AlphaGo's architecture in a readable manner

mujoco-py icon mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

multi-class-text-classification-cnn icon multi-class-text-classification-cnn

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

multi-speaker-tacotron-tensorflow icon multi-speaker-tacotron-tensorflow

Multi-speaker Tacotron in TensorFlow. ์˜คํ”ˆ์†Œ์Šค ๋”ฅ๋Ÿฌ๋‹ ๋‹ค์ค‘ ํ™”์ž ์Œ์„ฑ ํ•ฉ์„ฑ ์—”์ง„.

multiagent-particle-envs icon multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

multigraph_transformer icon multigraph_transformer

transformer, multi-graph transformer, graph, graph classification, sketch recognition, sketch classification, free-hand sketch, official code of the paper "Multi-Graph Transformer for Free-Hand Sketch Recognition"

multihead-siamese-nets icon multihead-siamese-nets

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

multimodal icon multimodal

A set of tools and experimental scripts used to achieve multimodal learning with nonnegative matrix factorization (NMF).

multinet icon multinet

Real-time Joint Semantic Reasoning for Autonomous Driving

multiobjectiveoptimization icon multiobjectiveoptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

multipathnet icon multipathnet

A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)

multisensory icon multisensory

Code for the paper: Audio-Visual Scene Analysis with Self-Supervised Multisensory Features

multitask-ft-fsmt icon multitask-ft-fsmt

Multi-Task Neural Models for Translating Between Styles Within and Across Languages

multiverso icon multiverso

Parameter server framework for distributed machine learning

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