Update README.md

sverma88 · Sep 3, 2019 · a4133a1 · a4133a1
1 parent 56a6b82
commit a4133a1
Showing 1 changed file with 26 additions and 0 deletions.
diff --git a/README.md b/README.md
@@ -3,3 +3,29 @@ DeepCU: Integrating Both Common and Unique Latent Information for Multimodal Sen
 
 
 ![alt text](https://github.com/sverma88/DeepCU-IJCAI19/blob/master/figures/DeepCU.jpg)
+
+## Citation
+When using this code, or the ideas of DeepNCM, please cite the following paper ([openreview](https://openreview.net/forum?id=rkPLZ4JPM))
+
+    @INPROCEEDINGS{guerriero18openreview,
+     author = {Sunny Verma and Chen Wang and Liming Zhu and Wei Liu},
+     title = DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis},
+    booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao},
+     pages     = {3627--3634},
+     year      = {2019},
+     }
+     
+
+### Dependencies / Notes
+DeepCU is written in python3 with some code fragments copied from DCGAN implementation from Carpedm20.
+  - The code is developed with Python 3.6 and TensorFlow 1.12.0 (with GPU support) on Linux
+  - For reasons of my convenience, `data_dir` is required to be `data_dir = ../../data` -- errors might pop-up when other directories are used.
+  - The experiments (main.py) - loads pretrained model and executes test (i.e. prediction with our trained model). If you wish to train on  your own data, please edit as deep_cu.train(FLAGS).
+
+# Future research (ideas)
+- Better Fusion scheme for utilizing both common and unique latent information
+- Cross Data Generelaization Performance
+
+
+Please contact me when you're interested to collaborate on this!
+