#	Project	Link
1	Generalized Zero-shot Learning with Attention Mechanism Muqiao Yang, Jiaxu Zou, Chentao Ye, Qingtao Hu	report
2	On the use of graphical models for valuation of financial assets Daniel Martin, Siddharth Satpathy, Jueheng Zhu	report
3	Optimizing BLEU Scores for Improving Text Generation Terrence Liu	report
4	Learning to Walk Using Hierarchical Reinforcement Learning Tanmaya Dabral, Karthika Nair, Abhishek Mohta	report
5	Learning of the No-Trade Zone Yifan Sun, Xiaofei Shi, Yufeng Shen, Zhipeng Yang	report
6	Network Learning for Neural Model Interpretability Aakanksha Naik, Alankar Jain, Aldrian Obaja Muis	report
7	Reversible Deep Generative Models for Climate Informatics David Bayani, Jeremy Cohen, Elan Rosenfeld	report
8	Stylistic Melody Generation with Conditional Variational Auto-Encoder Junyan Jiang, Zhiqi Wang	report
9	Realistic Noisy Text Generation for Fortified NLP Danish Pruthi, Sachin Kumar, Anjalie Field, Nikolai Vogler	report
10	Incorporating Visual and Textual Cues in Dialogue Generation: An Application to Comic Strips Aniketh Janardhan Reddy, Ramesh Balaji	report
11	Randomized Deep Learning Models Against Adversarial Attacks Zhuoran Liu, Ninghao Sha	report
12	Unsupervised Risk Discovery for Child Welfare Screening Sebastian Caldas, Amanda Coston, Kin Guitierrez, Leqi Liu	report
13	Post-nonlinear Causal Model with Deep Neural Networks Youngseog Chung, Joon Kim, Tom Yan, Helen Zhou	report
14	Semantically Disentangled Object Generation Austin Dill, Neel Guha, Rishub Jain, Jeffrey Li	report
15	Investigating Max-Entropy Latent-Space Policies for Hierarchical Reinforcement Learning Siddharth Ancha, Mengxiong Liu, Xingyu Lin	report
16	Latent Variable Models to Uncover Neural Population Dynamics Tze Hui Koh, Hillary Wehry, Cathy Su, Darby Losey	report
17	Text Style Transfer via Back Inference with Pseudo-Parallel Data Mengzhou Xia, Xuanyue Yang, Jiacheng Zhu	report
18	Approximate inference with Graph Neural Networks Lingxiao Zhao, Ksenia Korovina, Wenwen Si, Mark Cheung	report
19	Pedestrian Trajectory Prediction with Graph Neural Networks Allan Wang, Zirui Wang, Wentao Yuan	report
20	Flow Posterior for Uncertainty Estimation Neil Xu, Shalom Yiblet	report
21	Deep Generative Model for 2D Structure of Natural Product Michael Anastos, Nadim Farhat, Liu Cao	report
22	Semi-supervised Open Domain Information Extraction with Conditional VAE Zhengbao Jiang, Songwei Ge, Ruohong Zhang, Donghan Yu	report
23	Hierarchical Structural Learning for Language Generation Benjamin Striner, Siddharth Dalmia	report
24	Improving DQN and TRPO with Hierarchical Meta-controllers Scott Sun, Aniruddh Shetty, Nishant Gurunath, Raunaq Bhirangi	report
25	Meta Exploration for Model-Agnostic Reinforcement Learning Swaminathan Gurumurthy, Sumit Kumar, Tianwei Yue	report
26	Augmenting Contextual Explanation Networks with Logic Rules Angel C. Hernandez, Yao Chong Lim, Ziyang Wang, Wenchao Du	report
27	Motion-Object-Background Disentangled Representation from Video Binghao Deng, Weizhao Shao, Siyu Gao, Yue Li	report
28	Video Content Swapping Using GAN Tingfung Lau, Sailun Xu, Xinze Wang	report
29	Adversarial Music: Real world Audio Adversary against Wake-word Detection Systems Billy Li, Bingqing Chen, Zhuoran Zhang	report
30	Using Deep Kernels in Time Varying Networks for Reverse-Engineering of Gene Interactions Yiwen Yuan, Xueqian Li, Dong Wang	report
31	Deep generative model for harmonizing time-series scRNA-seq data Dongshunyi (Dora) Li, Hyun Woong Kim	report
32	Graph the Invisible: Reasoning for Adversarial Attacks with GNNs Ziheng Cai, Irene Li, Yue Wu	report
33	Learning Structured Latent Space Encoding for Part Based Generative Modeling of 3D Objects Cormac OMeadhra, Stephen Landers	report