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| | Preprints |
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| Andrea Burns, Deniz Arsan, Sanjna Agrawal, Ranjitha Kumar, Kate Saenko, Bryan A. Plummer. Interactive Mobile App Navigation with Uncertain or Under-specified Natural Language Commands. arXiv:2202.02312, 2022. [paper][code&data][bibtex] @article{burnsMOTIF2022,
author={Andrea Burns and Deniz Arsan and Sanjna Agrawal and Ranjitha Kumar and Kate Saenko and Bryan A. Plummer},
title={Interactive Mobile App Navigation with Uncertain or Under-specified Natural Language Commands},
journal={arXiv:2202.02312},
year={2022}
}
|
| Maan Qraitem, Bryan A. Plummer. Learning to Reason from General Concepts to Fine-grained Tokens for Discriminative Phrase Detection. arXiv:2112.03237, 2021. [paper][bibtex] @article{qraitemPFPNet2021,
author={Maan Qraitem and Bryan A. Plummer},
title={Learning to Reason from General Concepts to Fine-grained Tokens for Discriminative Phrase Detection},
journal={arXiv:2112.03237},
year={2021}
}
|
| Siqi Wang, Manyuan Lu, Nikita Moshkov, Juan C. Caicedo, Bryan A. Plummer. Anchoring to Exemplars for Training Mixture-of-Expert Cell Embeddings. arXiv:2112.03208, 2021. [paper][bibtex] @article{wangTEAMS2021,
author={Siqi Wang and Manyuan Lu and Nikita Moshkov and Juan C. Caicedo and Bryan A. Plummer},
title={Anchoring to Exemplars for Training Mixture-of-Expert Cell Embeddings},
journal={arXiv:2112.03208},
year={2021}
}
|
| Zhongping Zhang, Yiwen Gu, Bryan A. Plummer. Show and Write: Entity-aware News Generation with Image Information. arXiv:2112.05917, 2021. [paper][bibtex] @article{zhangENGIN2021,
author={Zhongping Zhang and Yiwen Gu and Bryan A. Plummer},
title={Show and Write: Entity-aware News Generation with Image Information},
journal={arXiv:2112.05917},
year={2021}
}
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| | 2022 |
|
| Bryan A. Plummer*, Nikoli Dryden*, Julius Frost, Torsten Hoefler, Kate Saenko. Neural Parameter Allocation Search. ICLR, 2022. [paper][bibtex] @InProceedings{plummerNPAS2022,
author={Bryan A. Plummer and Nikoli Dryden and Julius Frost and Torsten Hoefler and Kate Saenko},
title={Neural Parameter Allocation Search},
booktitle={International Conference on Learning Representations (ICLR)},
year={2022}
}
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| | 2021 |
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| Reuben Tan, Bryan A. Plummer, Kate Saenko, Hailin Jin, Bryan Russell. Look at What I’m Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos. NeurIPS, 2021. [paper][bibtex] @inproceedings{tanCOMMA2021,
author = {Reuben Tan and Bryan A. Plummer and Kate Saenko and Hailin Jin and Bryan Russell},
title = {Look at What I’m Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos},
booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
year = {2021}
}
|
| Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh, Bryan A. Plummer, Stan Sclaroff, Kate Saenko. CDS: Cross-Domain Self-supervised Pre-training. ICCV, 2021. [paper][bibtex] @InProceedings{kimCDS2021,
author={Donghyun Kim and Kuniaki Saito and Tae-Hyun Oh and Bryan A. Plummer and Stan Sclaroff and Kate Saenko},
title={{CDS: Cross-Domain Self-supervised Pre-training}},
booktitle={The IEEE International Conference on Computer Vision (ICCV)},
year={2021}
}
|
| Samarth Mishra*, Zhongping Zhang*, Yuan Shen, Ranjitha Kumar, Venkatesh Saligrama, Bryan A. Plummer. Effectively Leveraging Attributes for Visual Similarity. ICCV, 2021. [paper][code][bibtex] @InProceedings{mishraPAN2021,
author={Samarth Mishra and Zhongping Zhang and Yuan Shen and Ranjitha Kumar and Venkatesh Saligrama and Bryan A. Plummer},
title={Effectively Leveraging Attributes for Visual Similarity},
booktitle={The IEEE International Conference on Computer Vision (ICCV)},
year={2021}
}
|
| Reuben Tan, Huijuan Xu, Kate Saenko, Bryan A. Plummer. LoGAN: Latent Graph Co-Attention Network for Weakly-Supervised Video Moment Retrieval. WACV, 2021. [paper][bibtex] @InProceedings{tanLoGAN2021,
author={Reuben Tan and Huijuan Xu and Kate Saenko and Bryan A. Plummer},
title={LoGAN: Latent Graph Co-Attention Network for Weakly-Supervised Video Moment Retrieval},
booktitle={IEEE Winter Conference on Applications of Computer Vision (WACV)},
year={2021}
}
|
| Olivia Watkins, Sandy Huang, Julius Frost, Kush Bhatia, Eric Weiner, Pieter Abbeel, Trevor Darrell, Bryan A. Plummer, Kate Saenko, Anca Dragan. Explaining robot policies. Applied AI Letters, 2021. [paper][bibtex] @article{watkinsRobot2021,
author={Olivia Watkins and Sandy Huang and Julius Frost and Kush Bhatia and Eric Weiner and Pieter Abbeel and Trevor Darrell and Bryan A. Plummer and Kate Saenko and Anca Dragan},
title={Explaining robot policies},
journal={Applied AI Letters},
year={2021}
}
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|
| | 2020 |
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| Reuben Tan, Bryan A. Plummer, Kate Saenko. Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News. EMNLP, 2020. [paper][project][bibtex] @InProceedings{tanDIDAN2020,
author={Reuben Tan and Bryan A. Plummer and Kate Saenko},
title={Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News},
booktitle={Empirical Methods in Natural Language Processing (EMNLP)},
year={2020}
}
|
| Andrea Burns, Donghyun Kim, Derry Wijaya, Kate Saenko, Bryan A. Plummer. Learning to Scale Multilingual Representations for Vision-Language Tasks. ECCV, 2020. [paper][project][supplementary][bibtex] @InProceedings{burnsSMALR2020,
author={Andrea Burns and Donghyun Kim and Derry Wijaya and Kate Saenko and Bryan A. Plummer},
title={Learning to Scale Multilingual Representations for Vision-Language Tasks},
booktitle={The European Conference on Computer Vision (ECCV)},
year={2020}
}
|
| Bryan A. Plummer*, Mariya I. Vasileva*, Vitali Petsiuk, Kate Saenko, David Forsyth. Why do These Match? Explaining the Behavior of Image Similarity Models. ECCV, 2020. [paper][code][supplementary][bibtex] @InProceedings{plummerSimilarityExplanations2020,
author={Bryan A. Plummer and Mariya I. Vasileva and Vitali Petsiuk and Kate Saenko and David Forsyth},
title={Why do These Match? Explaining the Behavior of Image Similarity Models},
booktitle = {The European Conference on Computer Vision (ECCV)},
year = {2020}
}
|
| Donghyun Kim, Kuniaki Saito, Kate Saenko, Stan Sclaroff, Bryan A. Plummer. MULE: Multimodal Universal Language Embedding. AAAI, 2020. [paper][project][code][bibtex] @inproceedings{kimMULEAAAI2020,
author={Donghyun Kim and Kuniaki Saito and Kate Saenko and Stan Sclaroff and Bryan A. Plummer},
title={{MULE: Multimodal Universal Language Embedding}},
booktitle={AAAI Conference on Artificial Intelligence},
year={2020}
}
|
| Bryan A. Plummer, Kevin J. Shih, Yichen Li, Ke Xu, Svetlana Lazebnik, Stan Sclaroff, Kate Saenko. Revisiting Image-Language Networks for Open-ended Phrase Detection. TPAMI, 2020. [paper][code][bibtex] @article{plummerPhraseDetection,
author={Bryan A. Plummer and Kevin J. Shih and Yichen Li and Ke Xu and Svetlana Lazebnik and Stan Sclaroff and Kate Saenko},
title={Revisiting Image-Language Networks for Open-ended Phrase Detection},
journal={Transactions on Pattern Analysis and Machine Intelligence},
year={2020}
}
|
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| | 2019 |
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| Andrea Burns, Reuben Tan, Kate Saenko, Stan Sclaroff, Bryan A. Plummer. Language Features Matter: Effective Language Representations for Vision-Language Tasks. ICCV, 2019. [paper][project][bibtex] @InProceedings{burnsLanguage2019,
author={Andrea Burns and Reuben Tan and Kate Saenko and Stan Sclaroff and Bryan A. Plummer},
title={Language Features Matter: Effective Language Representations for Vision-Language Tasks},
booktitle={The IEEE International Conference on Computer Vision (ICCV)},
year={2019}
}
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| Reuben Tan, Mariya I. Vasileva, Kate Saenko, Bryan A. Plummer. Learning Similarity Conditions Without Explicit Supervision. ICCV, 2019. [paper][code][bibtex] @InProceedings{tanSimilarity2019,
author={Reuben Tan and Mariya I. Vasileva and Kate Saenko and Bryan A. Plummer},
title={Learning Similarity Conditions Without Explicit Supervision},
booktitle={The IEEE International Conference on Computer Vision (ICCV)},
year={2019}
}
|
| Huijuan Xu, Kun He, Bryan A. Plummer, Leonid Sigal, Stan Sclaroff, Kate Saenko. Multilevel Language and Vision Integration for Text-to-Clip Retrieval. AAAI, 2019. [paper][code][bibtex] @InProceedings{xuAAAI2019,
author={Huijuan Xu and Kun He and Bryan A. Plummer and Leonid Sigal and Stan Sclaroff and Kate Saenko},
title={Multilevel Language and Vision Integration for Text-to-Clip Retrieval},
booktitle={AAAI Conference on Artificial Intelligence},
year={2019}
}
|
| Bryan A. Plummer, M. Hadi Kiapour, Shuai Zheng, Robinson Piramuthu. Give me a hint! Navigating Image Databases using Human-in-the-loop Feedback. WACV, 2019. [paper][bibtex] @InProceedings{plummerHint2019,
author={Bryan A. Plummer and M. Hadi Kiapour and Shuai Zheng and Robinson Piramuthu},
title={{Give me a hint! Navigating Image Databases using Human-in-the-loop Feedback}},
booktitle={IEEE Winter Conference on Applications of Computer Vision (WACV)},
year={2019}
}
|
| Tatiana Tommasi, Arun Mallya, Bryan A. Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg. Combining Multiple Cues for Visual Madlibs Question Answering. IJCV, 127(1):38-60, 2019. [paper][bibtex] @article{tommasiIJCV2019,
author={Tatiana Tommasi and Arun Mallya and Bryan A. Plummer and Svetlana Lazebnik and Alexander C. Berg and Tamara L. Berg},
title={Combining Multiple Cues for Visual Madlibs Question Answering},
journal={International Journal of Computer Vision},
volume={127},
number={1},
pages={38-60},
year={2019}
}
|
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|
| | 2018 |
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| Mariya I. Vasileva, Bryan A. Plummer, Krishna Dusad, Shreya Rajpal, Ranjitha Kumar, David Forsyth. Learning Type-Aware Embeddings for Fashion Compatibility. ECCV, 2018. [paper][code][bibtex] @inproceedings{VasilevaECCV18FasionCompatibility,
Author = {Mariya I. Vasileva and Bryan A. Plummer and Krishna Dusad and Shreya Rajpal and Ranjitha Kumar and David Forsyth},
Title = {Learning Type-Aware Embeddings for Fashion Compatibility},
booktitle = {The European Conference on Computer Vision (ECCV)},
Year = {2018}
}
|
| Bryan A. Plummer, Paige Kordas, M. Hadi Kiapour, Shuai Zheng, Robinson Piramuthu, Svetlana Lazebnik. Conditional Image-Text Embedding Networks. ECCV, 2018. [paper][code][bibtex] @InProceedings{plummerCITE2018,
Author = {Bryan A. Plummer and Paige Kordas and M. Hadi Kiapour and Shuai Zheng and Robinson Piramuthu and Svetlana Lazebnik},
Title = {Conditional Image-Text Embedding Networks},
booktitle = {The European Conference on Computer Vision (ECCV)},
Year = {2018}
}
|
| Bryan A. Plummer. Grounding natural language phrases in images and video. Ph.D. Dissertation, University of Illinois at Urbana-Champaign. 2018. [paper][bibtex] @article{plummerthesis,
author={Bryan A. Plummer},
title={Grounding natural language phrases in images and video},
journal={Ph.D. Dissertation,
University of Illinois at Urbana-Champaign},
year={2018}
}
|
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| | 2017 |
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| Bryan A. Plummer, Arun Mallya, Christopher M. Cervantes, Julia Hockenmaier, Svetlana Lazebnik. Phrase Localization and Visual Relationship Detection with Comprehensive Image-Language Cues. ICCV, 2017. [paper][code][bibtex] @inproceedings{plummerPLCLC2017,
Author = {Bryan A. Plummer and Arun Mallya and Christopher M. Cervantes and Julia Hockenmaier and Svetlana Lazebnik},
Title = {Phrase Localization and Visual Relationship Detection with Comprehensive Image-Language Cues},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
Year = {2017}
}
|
| Bryan A. Plummer, Matthew Brown, Svetlana Lazebnik. Enhancing Video Summarization via Vision-Language Embedding. CVPR, 2017. [paper][bibtex] @InProceedings{plummerSummarization2017,
author={Bryan A. Plummer and Matthew Brown and Svetlana Lazebnik},
title={Enhancing Video Summarization via Vision-Language Embedding},
booktitle={The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2017}
}
|
| Bryan A. Plummer, Liwei Wang, Christopher M. Cervantes, Juan C. Caicedo, Julia Hockenmaier, Svetlana Lazebnik. Flickr30K Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models. IJCV, 123(1):74-93, 2017. [paper][project][bibtex] @article{flickrentitiesijcv,
author={Bryan A. Plummer and Liwei Wang and Christopher M. Cervantes and Juan C. Caicedo and Julia Hockenmaier and Svetlana Lazebnik},
title={Flickr30K Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models},
journal={International Journal of Computer Vision},
volume={123},
number={1},
pages={74-93},
year={2017}
}
|
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| | 2016 |
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| P. Daphne Tsatsoulis, Bryan A. Plummer, David Forsyth. Visual Analogies: A Framework for Defining Aspect Categorization. ECCV TASK-CV Workshop, 2016. Workshop Best Paper Award. [paper][bibtex] @inproceedings{TsatsoulisECCV2016,
author = {P. Daphne Tsatsoulis and Bryan A. Plummer and David Forsyth},
title = {Visual Analogies: A Framework for Defining Aspect Categorization},
booktitle={The European Conference on Computer Vision Workshop (ECCVW) on Transferring and Adapting Source Knowledge in Computer Vision (TASK-CV)},
year = {2016}
}
|
| Tatiana Tommasi, Arun Mallya, Bryan A. Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg. Solving Visual Madlibs with Multiple Cues. BMVC, 2016. [paper][bibtex] @inproceedings{tommasiBMVC2016,
author = {Tatiana Tommasi and Arun Mallya and Bryan A. Plummer and Svetlana Lazebnik and Alexander C. Berg and Tamara L. Berg},
title = {Solving Visual Madlibs with Multiple Cues},
booktitle={British Machine Vision Conference (BMVC)},
year = {2016}
}
|
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| | 2015 |
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| Bryan A. Plummer, Liwei Wang, Christopher M. Cervantes, Juan C. Caicedo, Julia Hockenmaier, Svetlana Lazebnik. Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models. ICCV, 2015. [paper][project][bibtex] @inproceedings{flickrentities,
author={Bryan A. Plummer and Liwei Wang and Christopher M. Cervantes and Juan C. Caicedo and Julia Hockenmaier and Svetlana Lazebnik},
title={Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models},
booktitle={The IEEE International Conference on Computer Vision (ICCV)},
year={2015}
}
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