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Kate Saenko

  1. Deep Domain Confusion: Maximizing for Domain Invariance
    2014/12/10 by Eric Tzeng, Judy Hoffman, Tzeng, Eric +7 · 176 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
  2. Moment Matching for Multi-Source Domain Adaptation
    2018/12/04 by Xingchao Peng, Peng, Xingchao, Qinxun Bai +9 · 98 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  3. Adversarial Discriminative Domain Adaptation
    2017/02/17 by Eric Tzeng, Tzeng, Eric, Judy Hoffman +5 · 116 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
  4. Deep CORAL: Correlation Alignment for Deep Domain Adaptation
    2016/07/06 by Baochen Sun, Sun, Baochen, Kate Saenko +1 · 88 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE)
  5. VisDA: The Visual Domain Adaptation Challenge
    2017/10/18 by Xingchao Peng, Peng, Xingchao, Ben Usman +9 · 71 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
  6. CyCADA: Cycle-Consistent Adversarial Domain Adaptation
    2017/11/08 by Judy Hoffman, Hoffman, Judy, Eric Tzeng +13 · 51 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  7. Long-term Recurrent Convolutional Networks for Visual Recognition and Description
    2014/11/17 by Jeff Donahue, Donahue, Jeff, Lisa Anne Hendricks +11 · 29 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  8. Sequence to Sequence -- Video to Text
    2015/05/03 by Subhashini Venugopalan, Venugopalan, Subhashini, Marcus Rohrbach +9 · 38 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Video Analysis and Summarization
  9. Speaker-Follower Models for Vision-and-Language Navigation
    2018/06/07 by Daniel Fried, Ronghang Hu, Fried, Daniel +17 · 27 citations
    Computer Science · #Speech and dialogue systems #Natural Language Processing Techniques #Speech Recognition and Synthesis
  10. Semi-supervised Domain Adaptation via Minimax Entropy
    2019/04/13 by Kuniaki Saito, Saito, Kuniaki, Donghyun Kim +7 · 22 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  11. An Introduction to Vision-Language Modeling
    2024/05/27 by Florian Bordes, Richard Yuanzhe Pang, Bordes, Florian +79 · 41 citations
    Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
  12. Correlation Alignment for Unsupervised Domain Adaptation
    2016/12/06 by Baochen Sun, Jiashi Feng, Sun, Baochen +3 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  13. Women also Snowboard: Overcoming Bias in Captioning Models
    2018/03/26 by Kaylee Burns, Lisa Anne Hendricks, Burns, Kaylee +7 · 18 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Topic Modeling
  14. Multilevel Language and Vision Integration for Text-to-Clip Retrieval
    2018/04/13 by Huijuan Xu, Kun He, Xu, Huijuan +9 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  15. Modeling Relationships in Referential Expressions with Compositional Modular Networks
    2016/11/30 by Ronghang Hu, Marcus Rohrbach, Hu, Ronghang +7 · 15 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Human Pose and Action Recognition
  16. Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval
    2023/02/06 by Kuniaki Saito, Saito, Kuniaki, Kihyuk Sohn +11 · 15 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  17. AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning
    2019/11/27 by Ximeng Sun, Sun, Ximeng, Rameswar Panda +5 · 11 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  18. Natural Language Object Retrieval
    2015/11/13 by Ronghang Hu, Huazhe Xu, Hu, Ronghang +9 · 10 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  19. Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering
    2015/11/17 by Huijuan Xu, Xu, Huijuan, Kate Saenko +1 · 18 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  20. A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility
    2022/02/04 by Andrea Burns, Deniz Arsan, Burns, Andrea +9 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems
  21. SAM 3: Segment Anything with Concepts
    2025/11/20 by Nicolas Carion, Carion, Nicolas, Laura Gustafson +73 · 49 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  22. DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations
    2022/06/20 by Ximeng Sun, Sun, Ximeng, Ping Hu +3 · 9 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text and Document Classification Technologies
  23. Learning Multi-Level Hierarchies with Hindsight
    2017/12/04 by Andrew Levy, Levy, Andrew, George Konidaris +5 · 7 citations
    Computer Science · Social Sciences · #Reinforcement Learning in Robotics #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI)
  24. Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation
    2018/06/26 by Xingchao Peng, Peng, Xingchao, Ben Usman +9 · 8 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  25. KiVA: Kid-inspired Visual Analogies for Testing Large Multimodal Models
    2024/07/25 by Eunice Yiu, Maan Qraitem, Yiu, Eunice +14 · 1 voice · 9 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  26. Simultaneous Deep Transfer Across Domains and Tasks
    2015/10/08 by Eric Tzeng, Tzeng, Eric, Judy Hoffman +5 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning
  27. COLA: A Benchmark for Compositional Text-to-image Retrieval
    2023/05/05 by Arijit Ray, Ray, Arijit, Filip Radenović +9 · 8 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  28. Regularizing Action Policies for Smooth Control with Reinforcement\n Learning
    2020/12/11 by Siddharth Mysore, Mysore, Siddharth, Bassel Mabsout +5 · 5 citations
    Computer Science · #Reinforcement Learning in Robotics #Adaptive Dynamic Programming Control #Adversarial Robustness in Machine Learning
  29. Learning Similarity Conditions Without Explicit Supervision
    2019/08/22 by Reuben Tan, Tan, Reuben, Mariya I. Vasileva +5 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  30. ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes
    2021/06/04 by Dina Bashkirova, Mohamed S. Abdelfattah, Bashkirova, Dina +17 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification
  31. MaskSketch: Unpaired Structure-guided Masked Image Generation
    2023/02/10 by Dina Bashkirova, Bashkirova, Dina, José Lezama +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  32. Hierarchical Reinforcement Learning with Hindsight
    2018/05/21 by Andrew Levy, Levy, Andrew, Robert W. Platt +3 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  33. AR-Net: Adaptive Frame Resolution for Efficient Action Recognition
    2020/07/31 by Yue Meng, Meng, Yue, Chung-Ching Lin +13 · 3 citations
    Computer Science · Medicine · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition
  34. Language-Conditioned Graph Networks for Relational Reasoning
    2019/05/10 by Ronghang Hu, Hu, Ronghang, Anna Rohrbach +5 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  35. Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation
    2020/12/06 by Aadarsh Sahoo, Sahoo, Aadarsh, Rameswar Panda +7 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  36. DIME-FM: DIstilling Multimodal and Efficient Foundation Models
    2023/03/31 by Ximeng Sun, Sun, Ximeng, Pengchuan Zhang +9 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  37. Unsupervised Domain Generalization by Learning a Bridge Across Domains
    2021/12/04 by Sivan Harary, Eli Schwartz, Harary, Sivan +25 · 3 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications #Multimodal Machine Learning Applications
  38. Contrast and Mix: Temporal Contrastive Video Domain Adaptation with\n Background Mixing
    2021/10/28 by Aadarsh Sahoo, Sahoo, Aadarsh, Rutav Shah +7 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  39. Explainable Neural Computation via Stack Neural Module Networks
    2018/07/23 by Ronghang Hu, Jacob Andreas, Hu, Ronghang +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  40. Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels
    2020/03/18 by Donghyun Kim, Kim, Donghyun, Kuniaki Saito +9 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  41. A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding
    2023/05/05 by Andrea Burns, Krishna Srinivasan, Burns, Andrea +13 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Multimodal Machine Learning Applications
  42. From Fake to Real: Pretraining on Balanced Synthetic Images to Prevent Spurious Correlations in Image Recognition
    2023/08/08 by Maan Qraitem, Qraitem, Maan, Kate Saenko +3 · 3 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
  43. Learning a visuomotor controller for real world robotic grasping using simulated depth images
    2017/06/14 by Ulrich Viereck, Viereck, Ulrich, Andreas ten Pas +5 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotic Mechanisms and Dynamics #Robotics (cs.RO) #Soft Robotics and Applications
  44. Many-to-many Splatting for Efficient Video Frame Interpolation
    2022/04/07 by Ping Hu, Simon Niklaus, Hu, Ping +5 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Video Coding and Compression Technologies
  45. Bias Mimicking: A Simple Sampling Approach for Bias Mitigation
    2022/09/30 by Maan Qraitem, Kate Saenko, Qraitem, Maan +3 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning and Data Classification
  46. LoGAN: Latent Graph Co-Attention Network for Weakly-Supervised Video Moment Retrieval
    2019/09/27 by Reuben Tan, Huijuan Xu, Tan, Reuben +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #electronic engineering #information engineering
  47. SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection
    2018/12/03 by Eric Tzeng, Kaylee Burns, Tzeng, Eric +5 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  48. Tell Me What's Next: Textual Foresight for Generic UI Representations
    2024/06/12 by Andrea Burns, Burns, Andrea, Kate Saenko +3 · 2 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems
  49. Prefix Conditioning Unifies Language and Label Supervision
    2022/06/02 by Kuniaki Saito, Saito, Kuniaki, Kihyuk Sohn +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  50. Separating Skills and Concepts for Novel Visual Question Answering
    2021/07/19 by Spencer Whitehead, Hui Wu, Whitehead, Spencer +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  51. Learning to Detect Every Thing in an Open World
    2021/12/03 by Kuniaki Saito, Ping Hu, Saito, Kuniaki +5 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods
  52. Explaining Reinforcement Learning Policies through Counterfactual Trajectories
    2022/01/29 by Julius Frost, Olivia Watkins, Frost, Julius +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.2.6 #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  53. Temporal Relevance Analysis for Video Action Models
    2022/04/25 by Quanfu Fan, Donghyun Kim, Fan, Quanfu +9 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  54. Multiscale Video Pretraining for Long-Term Activity Forecasting
    2023/07/24 by Reuben Tan, Matthias De Lange, Tan, Reuben +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  55. Similarity R-C3D for Few-shot Temporal Activity Detection
    2018/12/25 by Huijuan Xu, Bingyi Kang, Xu, Huijuan +9 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  56. Sim-Anchored Learning for On-the-Fly Adaptation
    2023/01/17 by Bassel El Mabsout, Shahin Roozkhosh, Mabsout, Bassel El +7 · 1 citation
    Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Age of Information Optimization #Advanced Bandit Algorithms Research
  57. Deep Compositional Captioning: Describing Novel Object Categories\n without Paired Training Data
    2015/11/17 by Lisa Anne Hendricks, Subhashini Venugopalan, Hendricks, Lisa Anne +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  58. SPARC: Score Prompting and Adaptive Fusion for Zero-Shot Multi-Label Recognition in Vision-Language Models
    2025/02/24 by Kevin Miller, Miller, Kevin, Samarth Mishra +7 · 1 voice · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  59. Is Large-Scale Pretraining the Secret to Good Domain Generalization?
    2024/12/03 by Piotr Teterwak, Kuniaki Saito, Teterwak, Piotr +7 · 1 citation
    Computer Science · #Cryptography and Residue Arithmetic #Adversarial Robustness in Machine Learning
  60. Mull-Tokens: Modality-Agnostic Latent Thinking
    2025/12/11 by Arijit Ray, Ahmed Abdelkader, Ray, Arijit +13 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Artificial Intelligence in Games