heterogeneous_data_embedding
Intro
- Goal: Learn embedding for heterogeneous data (text and image)
- Meeting time: Monday 10:00
Member
| Name | Skype | |
|---|---|---|
| 黃中余 | r06944047@ntu.edu.tw | gerald1994919@gmail.com |
| 廖耿德 | d05922001@ntu.edu.tw | kenches@outlook.com |
| 李承軒 | b03902009@ntu.edu.tw | simonlee60110@yahoo.com.tw |
| 蔣藝荃 | r07944046@ntu.edu.tw | jyqjessie@gmail.com |
Members from CHANGING.AI
| Name | |
|---|---|
| 林賢進 | hsienchin.lin@changing.ai |
| 林仕斌 | sbin.lin@changing.ai |
Resources
| Year | Title | Note | Link | Assign |
|---|---|---|---|---|
| 2018 | A Multi-Task Learning Approach for Improving Product Title Compression with User Search Log Data | Alibaba | link | |
| 2017 | Product Matching in eCommerce using deep learning | WalmartLab dealing with the same problem | link | |
| 2017 | Image Text Embedding and Tasks | A tutorial slide | slide | |
| 2017 | Dual-Path Convolutional Image-Text Embeddings with Instance Loss | link | ||
| 2016 | Learning Deep Structure-Preserving Image-Text Embeddings | link | ||
| 2014 | Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models | link |
Datasets
Progress
research plan
progress report 20190318
progress report 20190325
progress report 20190401
progress report 20190408
progress report 20190415
progress report 20190422
progress report 20190429
progress report 20190506
progress report 20190513
progress report 20190520
progress report 20190527
progress report 20190617
progress report 20190708
heterogeneous_data_embedding.txt · Last modified: 2025/05/01 05:49 by 195.191.219.130
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