Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems

Zhe Dong, Bryan A. Seybold, Kevin P. Murphy, Hung H. Bui (ICML 2020 - to appear)

Bootstrapping Upper Confidence Bound

Botao Hao, Yasin Abbasi-Yadkori, Zheng Wen and Guang Cheng (NeurIPS 2019)

Thompson Sampling and Approximate Inference

My Phan, Yasin Abbasi-Yadkori and Justin Domke (NeurIPS 2019)

Contextual Attention for Hand Detection in the Wild

Supreeth Narasimhaswamy, Zhengwei Wei, Yang Wang, Justin Zhang and Minh Hoai (ICCV 2019)

Transferability and Hardness of Supervised Classification Tasks

Anh T. Tran, Cuong V. Nguyen and Tal Hassner (ICCV 2019)

Training Variational Autoencoders with Buffered Stochastic Variational Inference

Rui Shu, Hung Bui, Jay Whang and Stefano Ermon (AISTATS 2019)

Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control

Nir Levine, Yinlam Chow, Rui Shu, Ang Li, Mohammad Ghavamzadeh and Hung Bui (ICLR 2019)

A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing

Dat Quoc Nguyen (ALTA 2019)

Infinite Dropout for training Bayesian models from data streams

Van-Son Nguyen, Duc-Tung Nguyen, Linh Ngo Van, Khoat Than (IEEE International Conference on Big Data 2019)

On Densification for Minwise Hashing

Tung Mai, Anup Rao, Matt Kapilevich, Ryan A. Rossi, Yasin Abbasi-Yadkori, Ritwik Sinha (UAI 2019)

From Implicit to Explicit Feedbacks: A deep neural network for modeling the sequential behaviors of online users

Anh Phan Tuan, Nhat Nguyen-Trong, Duong Bui-Trong, Linh Ngo Van and Khoat Than (ACML 2019)

WorkingHands: A Hand-Tool Assembly Dataset for Image Segmentation and Activity Mining

Roy Shilkrot , Supreeth Narasimhaswamy , Saif Vazir , Minh Hoai (BMVC 2019)

Multi-view Consistency for Relation Extraction via Mutual Information and Structure Prediction

Amir Pouran Ben Veyseh, Franck Dernoncourt, My Thai, Dejing Dou and Thien Huu Nguyen (AAAI 2020)

A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency

Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou and Thien Huu Nguyen (AAAI 2020)

Multi-task Learning for Metaphor Detection with Graph Convolutional Neural Networks and Word Sense Disambiguation

Duong Minh Le, My Thai and Thien Huu Nguyen (AAAI 2020)

On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm

Khiem Pham*, Khang Le*, Nhat Ho, Tung Pham, Hung Bui (ICML 2020)

Predictive Coding for Locally-Linear Control

Rui Shu, Tung Nguyen, Yinlam Chow, Tuan Pham, Khoat Than, Mohammad Ghavamzadeh, Stefano Ermon, Hung H. Bui (ICML 2020 - to appear)

ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents

Dat Quoc Nguyen, Zenan Zhai, Hiyori Yoshikawa, Biaoyan Fang, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Saber A. Akhondi, Trevor Cohn, Timothy Baldwin and Karin Verspoor (ECIR 2020)