Yi-Chen (Howard) Lo issues

Results 84 issues of


                                            Yi-Chen (Howard) Lo

On Accurate Evaluation of GANs for Language Generation

### Metadata Authors: Stanislau Semeniuta, Aliaksei Severyn, Sylvain Gelly Organization: Google AI Conference: NIPS 2018 Paper: https://arxiv.org/pdf/1806.04936.pdf

Language Modeling

Reinforcement Learning

Generative Adversarial Networks

NIPS

Adversarial Contrastive Estimation

### Metadata - Authors: Avishek Joey Bose, huan ling, Yanshuai Cao - Organization: Borealis AI & University of Toronto - Conference: ACL 2018 - Paper: http://aclweb.org/anthology/P18-1094 - Blog: https://www.borealisai.com/en/blog/adversarial-contrastive-estimation-harder-better-faster-stronger/ -...

Language Modeling

Reinforcement Learning

Generative Adversarial Networks

Word Embeddings

Contrastive Learning

Noise Contrastive Estimation

Hard Example Mining

Order Embeddings

Knowledge Graph Embeddings

Policy Gradient

ACL

On Distinguishability Criteria for Estimating Generative Models

### Metadata - Author: Ian J. Goodfellow - Organization: Google - Conference: ICLR 2015 - Paper: https://arxiv.org/pdf/1412.6515.pdf

Generative Adversarial Networks

Noise Contrastive Estimation

ICLR

Unsupervised Text Style Transfer using Language Models as Discriminators

### Metadata - Authors: Zichao Yang, Zhiting Hu, Chris Dyer, Eric P. Xing, Taylor Berg-Kirkpatrick - Organization: CMU and DeepMind - Conference: NIPS 2018 - Paper: https://arxiv.org/pdf/1805.11749.pdf - Publish Date:...

Neural Machine Translation

Unsupervised Learning

Language Modeling

Generative Adversarial Networks

Disentangled Representation

Style Transfer

NIPS

A Simple Neural Network Module For Relational Reasoning

### Metadata - Authors: Adam Santoro, David Raposo, (+4 authors), Timothy P. Lillicrap - Organization: DeepMind - Conference: NIPS 2017 - Publish Date: 2017.06

Visual Reasoning

Visual Question Answering

NIPS

‘Lighter’ Can Still Be Dark: Modeling Comparative Color Descriptions

### Metadata - Authors: Olivia Winn and Smaranda Muresan - Organization: Columbia University - Conference: ACL 2018 (best short paper) - Paper: https://aclweb.org/anthology/P18-2125 - Video: https://vimeo.com/288152700 - Dataset: https://bitbucket.org/o_winn/comparative_colors

Multi-modality

Object Detection

Color Modeling

Visual Attributes

Zero Shot Learning

ACL

The Natural Language Decathlon: Multitask Learning as Question Answering

### Metadata - Authors: Bryan McCann, Nitish Shirish Keskar, Caiming Xiong, Richard Socher - Organization: Salesforce Research - Publish Date: 2018.06 - Paper: https://arxiv.org/pdf/1806.08730.pdf - Code: https://github.com/salesforce/decaNLP - Blog: https://einstein.ai/research/blog/the-natural-language-decathlon...

Domain Adaptation

Multi-task Learning

Transfer Learning

Zero Shot Learning

Meta Learning

Notes on Theoretical and Heuristic Findings in GANs papers

### Preface In this note, I'll continue recording several findings whatever I think it's important or useful. I'll be focusing on the theoretical and heuristic parts in several GANs papers....

Generative Adversarial Networks

Synthesizing Programs for Images using Reinforced Adversarial Learning

### Metadata Authors: Yaroslav Ganin, Tejas Kulkarni, Igor Babuschkin, S. M. Ali Eslami, Oriol Vinyals Organization: DeepMind Release Date: Arxiv 2018 Paper: https://arxiv.org/pdf/1804.01118.pdf Video: https://youtu.be/iSyvwAwa7vk

Unsupervised Learning

Reinforcement Learning

Program Synthesis

Generative Adversarial Networks

Actor-Critic

Exploring the Limits of Language Modeling

### Metadata Authors: Rafal Józefowicz, Oriol Vinyals, Mike Schuster, Noam Shazeer and Yonghui Wu Organization: Google Brain Release Date: 2016 on Arxiv Paper: https://arxiv.org/pdf/1602.02410.pdf Code: https://github.com/tensorflow/models/tree/master/research/lm_1b