Optimal learning for sequential sampling with non-parametric beliefs. - Emre Barut; Warren B. Powell (J. Glob. Optim., 2014)

Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural Networks. - Hongfei Du; Emre Barut; Fang Jin (AAAI, 2021)

Introducing Deep Reinforcement Learning to Nlu Ranking Tasks. - Ge Yu; Emre Barut; Chengwei Su (ICASSP, 2021)

Statistically Consistent Saliency Estimation. - Shunyan Luo; Emre Barut; Fang Jin (ICCV, 2021)

Contextual Domain Classification with Temporal Representations. - Tzu-Hsiang Lin; Yipeng Shi; Chentao Ye; Yang Fan; Weitong Ruan; Emre Barut; Wael Hamza; Chengwei Su (NAACL-HLT (Industry Papers), 2021)

Building Goal-Oriented Dialogue Systems with Situated Visual Context. - Sanchit Agarwal; Jan Jezabek; Arijit Biswas; Emre Barut; Shuyang Gao; Tagyoung Chung (CoRR, 2021)

Building Goal-Oriented Dialogue Systems with Situated Visual Context. - Sanchit Agarwal; Jan Jezabek; Arijit Biswas; Emre Barut; Bill Gao; Tagyoung Chung (AAAI, 2022)

Build Connections Between Two Groups of Images Using Deep Learning Method. - Hongfei Du; Emre Barut; Juntao Su (COMPSAC, 2022)

Multimodal Context Carryover. - Prashan Wanigasekara; Nalin Gupta; Fan Yang; Emre Barut; Zeynab Raeesy; Kechen Qin; Stephen Rawls; Xinyue Liu; Chengwei Su; Spurthi Sandiri (EMNLP (Industry Track), 2022)

Semantic VL-BERT: Visual Grounding via Attribute Learning. - Prashan Wanigasekara; Kechen Qin; Emre Barut; Yang Fan; Weitong Ruan; Chengwei Su (IJCNN, 2022)

Visual Item Selection With Voice Assistants: A systems perspective. - Prashan Wanigasekara; Rafid Al-Humaimidi; Turan Gojayev; Niloofar Gheissari; Achal Dave; Stephen Rawls; Fan Yang; Kechen Qin; Nalin Gupta; Spurthi Sandiri; Chevanthie Dissanayake; Zeynab Raeesy; et al. (WWW (Companion Volume), 2023)

Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought. - Jooyoung Lee; Fan Yang; Thanh Tran; Qian Hu; Emre Barut; Kai-Wei Chang (LREC/COLING, 2024)

Prompting Vision-Language Models For Aspect-Controlled Generation of Referring Expressions. - Danfeng Guo; Sanchit Agarwal; Arpit Gupta; Jiun-Yu Kao; Emre Barut; Tagyoung Chung; Jing Huang; Mohit Bansal (NAACL-HLT (Findings), 2024)

Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought. - Jooyoung Lee; Fan Yang; Thanh Tran; Qian Hu; Emre Barut; Kai-Wei Chang; Chengwei Su (CoRR, 2024)