Bryan A. Plummer

Most-cited papers

Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models
Bryan A. Plummer, Liwei Wang, Christopher M. Cervantes, J. Caicedo +2 more
2015International Journal of Computer Vision2,781 citations
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Multilevel Language and Vision Integration for Text-to-Clip Retrieval
Huijuan Xu, Kun He, Bryan A. Plummer, L. Sigal +2 more
2018AAAI Conference on Artificial Intelligence376 citations Open access
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Learning Type-Aware Embeddings for Fashion Compatibility
Mariya I. Vasileva, Bryan A. Plummer, Krishna Dusad, Shreyaa Rajpal +2 more
2018European Conference on Computer Vision267 citations
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Phrase Localization and Visual Relationship Detection with Comprehensive Image-Language Cues
Bryan A. Plummer, Arun Mallya, Christopher M. Cervantes, J. Hockenmaier +1 more
2016IEEE International Conference on Computer Vision192 citations Open access
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Conditional Image-Text Embedding Networks
Bryan A. Plummer, Paige Kordas, M. Kiapour, Shuai Zheng +2 more
2017European Conference on Computer Vision126 citations Open access
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SAT: Dynamic Spatial Aptitude Training for Multimodal Language Models
Arijit Ray, Jiafei Duan, Ellis Brown, Reuben Tan +8 more
2024121 citations
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Enhancing Video Summarization via Vision-Language Embedding
Bryan A. Plummer, Matthew A. Brown, Svetlana Lazebnik
2017Computer Vision and Pattern Recognition114 citations
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Learning Similarity Conditions Without Explicit Supervision
Reuben Tan, Mariya I. Vasileva, Kate Saenko, Bryan A. Plummer
2019IEEE International Conference on Computer Vision94 citations Open access
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A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility
Andrea Burns, Deniz Arsan, Sanjna Agrawal, Ranjitha Kumar +2 more
2022European Conference on Computer Vision90 citations Open access
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Detecting Cross-Modal Inconsistency to Defend against Neural Fake News
Reuben Tan, Bryan A. Plummer, Kate Saenko
2020Conference on Empirical Methods in Natural Language Processing83 citations Open access
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LoGAN: Latent Graph Co-Attention Network for Weakly-Supervised Video Moment Retrieval
Reuben Tan, Huijuan Xu, Kate Saenko, Bryan A. Plummer
2019IEEE Workshop/Winter Conference on Applications of Computer Vision80 citations Open access
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Koala: Key Frame-Conditioned Long Video-LLM
Reuben Tan, Ximeng Sun, Ping Hu, Jui-Hsien Wang +4 more
2024Computer Vision and Pattern Recognition76 citations Open access
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Cola: A Benchmark for Compositional Text-to-image Retrieval
Arijit Ray, Filip Radenovic, Abhimanyu Dubey, Bryan A. Plummer +2 more
2023Neural Information Processing Systems74 citations Open access
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CDS: Cross-Domain Self-supervised Pre-training
Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh, Bryan A. Plummer +2 more
2021IEEE International Conference on Computer Vision61 citations
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Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels
Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh, Bryan A. Plummer +2 more
2020arXiv.org55 citations
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Human Evaluation of Text-to-Image Models on a Multi-Task Benchmark
Vitali Petsiuk, Alexander E. Siemenn, Saisamrit Surbehera, Zad Chin +10 more
2022arXiv.org51 citations Open access
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Bias Mimicking: A Simple Sampling Approach for Bias Mitigation
Maan Qraitem, Kate Saenko, Bryan A. Plummer
2022Computer Vision and Pattern Recognition49 citations Open access
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Vision-LLMs Can Fool Themselves with Self-Generated Typographic Attacks
Maan Qraitem, Nazia Tasnim, Piotr Teterwak, Kate Saenko +1 more
2024arXiv.org47 citations
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MULE: Multimodal Universal Language Embedding
Donghyun Kim, Kuniaki Saito, Kate Saenko, S. Sclaroff +1 more
2019AAAI Conference on Artificial Intelligence46 citations Open access
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Learning to Scale Multilingual Representations for Vision-Language Tasks
Andrea Burns, Donghyun Kim, Derry Tanti Wijaya, Kate Saenko +1 more
2020European Conference on Computer Vision37 citations Open access
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Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environments
Andrea Burns, Deniz Arsan, Sanjna Agrawal, Ranjitha Kumar +2 more
2021arXiv.org36 citations
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Language-Guided Audio-Visual Source Separation via Trimodal Consistency
Reuben Tan, Arijit Ray, Andrea Burns, Bryan A. Plummer +4 more
2023Computer Vision and Pattern Recognition35 citations Open access
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Phrase Localization and Visual Relationship Detection with Comprehensive Linguistic Cues
Bryan A. Plummer, Arun Mallya, Christopher M. Cervantes, J. Hockenmaier +1 more
2016arXiv.org32 citations
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Look at What I'm Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos
Reuben Tan, Bryan A. Plummer, Kate Saenko, Hailin Jin +1 more
2021Neural Information Processing Systems30 citations
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Language Features Matter: Effective Language Representations for Vision-Language Tasks
Andrea Burns, Reuben Tan, Kate Saenko, S. Sclaroff +1 more
2019IEEE International Conference on Computer Vision29 citations Open access
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Revisiting Image-Language Networks for Open-Ended Phrase Detection
Bryan A. Plummer, Kevin J. Shih, Yichen Li, Ke Xu +3 more
2019IEEE Transactions on Pattern Analysis and Machine Intelligence28 citations Open access
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ERM++: An Improved Baseline for Domain Generalization
Piotr Teterwak, Kuniaki Saito, Theodoros Tsiligkaridis, Kate Saenko +1 more
2023IEEE Workshop/Winter Conference on Applications of Computer Vision27 citations Open access
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Self-supervised Visual Attribute Learning for Fashion Compatibility
Donghyun Kim, Kuniaki Saito, Samarth Mishra, S. Sclaroff +2 more
20202021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)25 citations
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A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding
Andrea Burns, Krishna Srinivasan, Joshua Ainslie, Geoff Brown +4 more
2023Conference on Empirical Methods in Natural Language Processing23 citations Open access
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Why do These Match? Explaining the Behavior of Image Similarity Models
Bryan A. Plummer, Mariya I. Vasileva, Vitali Petsiuk, Kate Saenko +1 more
2019European Conference on Computer Vision21 citations
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COLA: How to adapt vision-language models to Compose Objects Localized with Attributes?
Arijit Ray, Filip Radenovic, Abhimanyu Dubey, Bryan A. Plummer +2 more
2023arXiv.org20 citations Open access
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Neural Parameter Allocation Search
Bryan A. Plummer, Nikoli Dryden, Julius Frost, T. Hoefler +1 more
2020International Conference on Learning Representations19 citations
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Give Me a Hint! Navigating Image Databases Using Human-in-the-Loop Feedback
Bryan A. Plummer, Hadi Kiapour, Shuai Zheng, Robinson Piramuthu
2018IEEE Workshop/Winter Conference on Applications of Computer Vision19 citations Open access
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Mull-Tokens: Modality-Agnostic Latent Thinking
Arijit Ray, Ahmed Abdelkader, Cheng-Zhi Mao, Bryan A. Plummer +4 more
20252026 IEEE/CVF Conference on Computer Vision and Pattern Recognition- FINDINGS Track (CVPRF)18 citations
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Text-to-image Editing by Image Information Removal
Zhongping Zhang, Jian Zheng, Jacob Zhiyuan Fang, Bryan A. Plummer
2023IEEE Workshop/Winter Conference on Applications of Computer Vision18 citations Open access
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Solving VIsual Madlibs with Multiple Cues
T. Tommasi, Arun Mallya, Bryan A. Plummer, Svetlana Lazebnik +2 more
2016British Machine Vision Conference18 citations Open access
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wMAN: Weakly-supervised Moment Alignment Network for Text-based Video Segment Retrieval
Reuben Tan, Huijuan Xu, Kate Saenko, Bryan A. Plummer
2019arXiv.org16 citations
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From Fake to Real: Pretraining on Balanced Synthetic Images to Prevent Spurious Correlations in Image Recognition
Maan Qraitem, Kate Saenko, Bryan A. Plummer
2023European Conference on Computer Vision13 citations Open access
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WikiWeb2M: A Page-Level Multimodal Wikipedia Dataset
Andrea Burns, Krishna Srinivasan, Joshua Ainslie, Geoff Brown +4 more
2023arXiv.org13 citations Open access
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Combining Multiple Cues for Visual Madlibs Question Answering
T. Tommasi, Arun Mallya, Bryan A. Plummer, Svetlana Lazebnik +2 more
2016International Journal of Computer Vision13 citations Open access
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Effectively Leveraging Attributes for Visual Similarity
Samarth Mishra, Zhongping Zhang, Yuan Shen, Ranjitha Kumar +2 more
2021IEEE International Conference on Computer Vision12 citations Open access
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Is Large-Scale Pretraining the Secret to Good Domain Generalization?
Piotr Teterwak, Kuniaki Saito, Theodoros Tsiligkaridis, Bryan A. Plummer +1 more
2024International Conference on Learning Representations11 citations
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Interactive Mobile App Navigation with Uncertain or Under-specified Natural Language Commands
Andrea Burns, Deniz Arsan, Sanjna Agrawal, Ranjitha Kumar +2 more
2022arXiv.org10 citations
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Explaining robot policies
Olivia Watkins, Sandy H. Huang, Julius Frost, K. Bhatia +6 more
2021Applied AI Letters10 citations Open access
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Multiscale Video Pretraining for Long-Term Activity Forecasting
Reuben Tan, Matthias De Lange, Michael L. Iuzzolino, Bryan A. Plummer +3 more
2023arXiv.org9 citations Open access
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Socratis: Are large multimodal models emotionally aware?
Katherine Deng, Arijit Ray, Reuben Tan, Saadia Gabriel +2 more
2023arXiv.org9 citations Open access
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Explaining Reinforcement Learning Policies through Counterfactual Trajectories
Julius Frost, Olivia Watkins, Eric Weiner, P. Abbeel +3 more
2022arXiv.org9 citations
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Collecting The Puzzle Pieces: Disentangled Self-Driven Human Pose Transfer by Permuting Textures
Nannan Li, Kevin J. Shih, Bryan A. Plummer
2022IEEE International Conference on Computer Vision9 citations Open access
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Tell Me What's Next: Textual Foresight for Generic UI Representations
Andrea Burns, Kate Saenko, Bryan A. Plummer
2024Annual Meeting of the Association for Computational Linguistics8 citations
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Complex Scene Image Editing by Scene Graph Comprehension
Zhongping Zhang, Huiwen He, Bryan A. Plummer, Z. Liao +1 more
2022British Machine Vision Conference8 citations
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