Eugene Ie

According to our database, Eugene Ie authored at least 35 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Project MPG: towards a generalized performance benchmark for LLM capabilities.

Lucas Spangher, Tianle Li, William F. Arnold, Nick Masiewicki, Xerxes Dotiwalla, Rama Parusmathi, Peter Grabowski, Eugene Ie, Dan Gruhl

CoRR, 2024

Improving Multi-Agent Debate with Sparse Communication Topology.

Yunxuan Li, Yibing Du, Jiageng Zhang, Le Hou, Peter Grabowski, Yeqing Li, Eugene Ie

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Pedestrian Crossing Action Recognition and Trajectory Prediction with 3D Human Keypoints.

Jiachen Li, Xinwei Shi, Feiyu Chen, Jonathan Stroud, Zhishuai Zhang, Tian Lan, Junhua Mao, Jeonhyung Kang, Khaled S. Refaat, Weilong Yang, Eugene Ie, Congcong Li

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2021

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems.

Martin Mladenov, Chih-Wei Hsu, Vihan Jain, Eugene Ie, Christopher Colby, Nicolas Mayoraz, Hubert Pham, Dustin Tran, Ivan Vendrov, Craig Boutilier

CoRR, 2021

CoMSum and SIBERT: A Dataset and Neural Model for Query-Based Multi-document Summarization.

Sayali Kulkarni, Sheide Chammas, Wan Zhu, Fei Sha, Eugene Ie

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

On the Evaluation of Vision-and-Language Navigation Instructions.

Ming Zhao, Peter Anderson, Vihan Jain, Su Wang, Alexander Ku, Jason Baldridge, Eugene Ie

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

A Hierarchical Multi-Modal Encoder for Moment Localization in Video Corpus.

Bowen Zhang, Hexiang Hu, Joonseok Lee, Ming Zhao, Sheide Chammas, Vihan Jain, Eugene Ie, Fei Sha

CoRR, 2020

AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization.

Sayali Kulkarni, Sheide Chammas, Wan Zhu, Fei Sha, Eugene Ie

CoRR, 2020

Spatial Language Representation with Multi-Level Geocoding.

Sayali Kulkarni, Shailee Jain, Mohammad Javad Hosseini, Jason Baldridge, Eugene Ie, Li Zhang

CoRR, 2020

Uncertainty Estimation with Infinitesimal Jackknife, Its Distribution and Mean-Field Approximation.

Zhiyun Lu, Eugene Ie, Fei Sha

CoRR, 2020

Retouchdown: Adding Touchdown to StreetLearn as a Shareable Resource for Language Grounding Tasks in Street View.

Harsh Mehta, Yoav Artzi, Jason Baldridge, Eugene Ie, Piotr Mirowski

CoRR, 2020

Demonstrating Principled Uncertainty Modeling for Recommender Ecosystems with RecSim NG.

Martin Mladenov, Chih-Wei Hsu, Vihan Jain, Eugene Ie, Christopher Colby, Nicolas Mayoraz, Hubert Pham, Dustin Tran, Ivan Vendrov, Craig Boutilier

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Learning to Represent Image and Text with Denotation Graph.

Bowen Zhang, Hexiang Hu, Vihan Jain, Eugene Ie, Fei Sha

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding.

Alexander Ku, Peter Anderson, Roma Patel, Eugene Ie, Jason Baldridge

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Environment-Agnostic Multitask Learning for Natural Language Grounded Navigation.

Xin Eric Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi

Proceedings of the Computer Vision - ECCV 2020, 2020

BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps.

Wang Zhu, Hexiang Hu, Jiacheng Chen, Zhiwei Deng, Vihan Jain, Eugene Ie, Fei Sha

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

VALAN: Vision and Language Agent Navigation.

Larry Lansing, Vihan Jain, Harsh Mehta, Haoshuo Huang, Eugene Ie

CoRR, 2019

RecSim: A Configurable Simulation Platform for Recommender Systems.

Eugene Ie, Chih-Wei Hsu, Martin Mladenov, Vihan Jain, Sanmit Narvekar, Jing Wang, Rui Wu, Craig Boutilier

CoRR, 2019

Multi-modal Discriminative Model for Vision-and-Language Navigation.

Haoshuo Huang, Vihan Jain, Harsh Mehta, Jason Baldridge, Eugene Ie

CoRR, 2019

Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology.

Eugene Ie, Vihan Jain, Jing Wang, Sanmit Narvekar, Ritesh Agarwal, Rui Wu, Heng-Tze Cheng, Morgane Lustman, Vince Gatto, Paul Covington, Jim McFadden, Tushar Chandra, Craig Boutilier

CoRR, 2019

Natural Language Grounded Multitask Navigation.

Xin Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi

Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019

General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping.

Gabriel Ilharco, Vihan Jain, Alexander Ku, Eugene Ie, Jason Baldridge

Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019

SlateQ: A Tractable Decomposition for Reinforcement Learning with Recommendation Sets.

Eugene Ie, Vihan Jain, Jing Wang, Sanmit Narvekar, Ritesh Agarwal, Rui Wu, Heng-Tze Cheng, Tushar Chandra, Craig Boutilier

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Transferable Representation Learning in Vision-and-Language Navigation.

Haoshuo Huang, Vihan Jain, Harsh Mehta, Alexander Ku, Gabriel Magalhães, Jason Baldridge, Eugene Ie

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Dense Representations for Entity Retrieval.

Daniel Gillick, Sayali Kulkarni, Larry Lansing, Alessandro Presta, Jason Baldridge, Eugene Ie, Diego Garcia-Olano

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation.

Vihan Jain, Gabriel Magalhães, Alexander Ku, Ashish Vaswani, Eugene Ie, Jason Baldridge

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2013

Using Web Co-occurrence Statistics for Improving Image Categorization.

Samy Bengio, Jeffrey Dean, Dumitru Erhan, Eugene Ie, Quoc V. Le, Andrew Rabinovich, Jonathon Shlens, Yoram Singer

CoRR, 2013

2011

Translation-Inspired OCR.

Dmitriy Genzel, Ashok C. Popat, Nemanja Spasojevic, Michael Jahr, Andrew W. Senior, Eugene Ie, Frank Yung-Fong Tang

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

2008

Large-scale content-based audio retrieval from text queries.

Gal Chechik, Eugene Ie, Martin Rehn, Samy Bengio, Dick Lyon

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

2007

Multi-class Protein Classification Using Adaptive Codes.

Iain Melvin, Eugene Ie, Jason Weston, William Stafford Noble, Christina S. Leslie

J. Mach. Learn. Res., 2007

SVM-Fold: a tool for discriminative multi-class protein fold and superfamily recognition.

Iain Melvin, Eugene Ie, Rui Kuang, Jason Weston, William Stafford Noble, Christina S. Leslie

BMC Bioinform., 2007

2006

Semi-Supervised Protein Classification Using Cluster Kernels.

Jason Weston, Christina S. Leslie, Eugene Ie, William Stafford Noble

Proceedings of the Semi-Supervised Learning, 2006

2005

Semi-supervised protein classification using cluster kernels.

Jason Weston, Christina S. Leslie, Eugene Ie, Dengyong Zhou, André Elisseeff, William Stafford Noble

Bioinform., 2005

Multi-class protein fold recognition using adaptive codes.

Eugene Ie, Jason Weston, William Stafford Noble, Christina S. Leslie

Proceedings of the Machine Learning, 2005

2004

Profile-Based String Kernels for Remote Homology Detection and Motif Extraction.

Rui Kuang, Eugene Ie, Ke Wang, Kai Wang, Mahira Siddiqi, Yoav Freund, Christina S. Leslie

Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004