Judy Hoffman
- Deep Domain Confusion: Maximizing for Domain Invariance
2014/12/10 by Eric Tzeng, Tzeng, Eric, Judy Hoffman +7 · 162 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
- Token Merging: Your ViT But Faster
2022/10/17 by Daniel Bolya, Bolya, Daniel, Cheng-Yang Fu +9 · 161 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Neural Network Applications #Image Processing and 3D Reconstruction
- Adversarial Discriminative Domain Adaptation
2017/02/17 by Eric Tzeng, Tzeng, Eric, Judy Hoffman +5 · 113 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
- DeCAF: A Deep Convolutional Activation Feature for Generic Visual\n Recognition
2013/10/05 by Jeff Donahue, Yangqing Jia, Donahue, Jeff +11 · 100 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
- VisDA: The Visual Domain Adaptation Challenge
2017/10/18 by Xingchao Peng, Ben Usman, Peng, Xingchao +9 · 60 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
- Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
2023/11/30 by Kristen Grauman, Andrew Westbury, Grauman, Kristen +197 · 91 citations
Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
- CyCADA: Cycle-Consistent Adversarial Domain Adaptation
2017/11/08 by Judy Hoffman, Hoffman, Judy, Eric Tzeng +13 · 48 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
- ZipIt! Merging Models from Different Tasks without Training
2023/05/04 by George Stoica, Stoica, George, Daniel Bolya +10 · 1 voice · 21 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 #cs.CV #cs.LG
- Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
2023/06/01 by Chaitanya K. Ryali, Ryali, Chaitanya, Yuan-Ting Hu +23 · 55 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Token Merging for Fast Stable Diffusion
2023/03/30 by Daniel Bolya, Judy Hoffman, Bolya, Daniel +1 · 36 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications
- EgoMimic: Scaling Imitation Learning via Egocentric Video
2024/10/31 by Simar Kareer, Kareer, Simar, Dhruv Patel +13 · 52 citations
Engineering · Psychology · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Digital Games and Media #Educational Games and Gamification #FOS: Computer and information sciences #Human Motion and Animation #Robotics (cs.RO)
- Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders
2024/12/12 by Fiona Ryan, Ryan, Fiona, Ajay Bati +10 · 3 voices · 9 citations
Computer Science · Engineering · #Gaze Tracking and Assistive Technology #Hand Gesture Recognition Systems #Gait Recognition and Analysis
- Model merging with SVD to tie the Knots
2024/10/25 by George Stoica, Pratik Ramesh, Stoica, George +7 · 1 voice · 23 citations
Computer Science · #Image Processing and 3D Reconstruction
- FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation
2016/12/08 by Judy Hoffman, Hoffman, Judy, Dequan Wang +5 · 8 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- SENTRY: Selective Entropy Optimization via Committee Consistency for\n Unsupervised Domain Adaptation
2020/12/21 by Viraj Prabhu, Prabhu, Viraj, Shivam Khare +5 · 6 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation
2018/06/26 by Xingchao Peng, Ben Usman, Peng, Xingchao +9 · 7 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
- 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
- Scalable Diverse Model Selection for Accessible Transfer Learning
2021/11/12 by Daniel Bolya, Bolya, Daniel, Rohit Mittapalli +3 · 6 citations
Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
- Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
2023/10/30 by Micah Goldblum, Hossein Souri, Goldblum, Micah +23 · 8 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
- PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization
2022/12/02 by Prithvijit Chattopadhyay, Chattopadhyay, Prithvijit, Kartik Sarangmath +5 · 6 citations
Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #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) #Medical Image Segmentation Techniques #Seismic Imaging and Inversion Techniques #electronic engineering #information engineering
- FACTS: First Amplify Correlations and Then Slice to Discover Bias
2023/09/29 by Sriram Yenamandra, Pratik Ramesh, Yenamandra, Sriram +5 · 6 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 #Machine Learning and Data Classification
- Instance adaptive adversarial training: Improved accuracy tradeoffs in neural nets
2019/10/17 by Yogesh Balaji, Balaji, Yogesh, Tom Goldstein +3 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images
2023/05/30 by Viraj Prabhu, Prabhu, Viraj, Sriram Yenamandra +5 · 4 citations
Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Radiomics and Machine Learning in Medical Imaging
- Memory in Plain Sight: Surveying the Uncanny Resemblances of Associative Memories and Diffusion Models
2023/09/28 by Benjamin Hoover, Hoover, Benjamin, Hendrik Strobelt +9 · 2 voices · 3 citations
#cs.LG #cs.AI #math.DS
- Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors
2024/11/12 by Anisha Pal, Julia Kruk, Pal, Anisha +11 · 1 voice · 4 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI
- SkyScenes: A Synthetic Dataset for Aerial Scene Understanding
2023/12/11 by Sahil Khose, Anisha Pal, Khose, Sahil +9 · 3 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
- Window Attention is Bugged: How not to Interpolate Position Embeddings
2023/11/09 by Daniel Bolya, Bolya, Daniel, Chaitanya K. Ryali +5 · 2 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 #Multimodal Machine Learning Applications
- Label Efficient Learning of Transferable Representations across Domains and Tasks
2017/11/30 by Zelun Luo, Luo, Zelun, Yuliang Zou +5 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (stat.ML)
- UDIS: Unsupervised Discovery of Bias in Deep Visual Recognition Models
2021/10/29 by Arvindkumar Krishnakumar, Viraj Prabhu, Krishnakumar, Arvindkumar +5 · 1 citation
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 #Imbalanced Data Classification Techniques
- Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting
2023/02/09 by Viraj Prabhu, Prabhu, Viraj, David Acuna +13 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Surveillance and Tracking Methods
- Synthetic-to-Real Domain Adaptation for Action Recognition: A Dataset and Baseline Performances
2023/03/17 by Arun Reddy, Reddy, Arun V., Ketul Shah +15 · 1 citation
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
- AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images
2023/12/11 by Prithvijit Chattopadhyay, Chattopadhyay, Prithvijit, Bharat Goyal +7 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #AI in cancer detection #Domain Adaptation and Few-Shot Learning
- 3D cloud masking across a broad swath using multi-angle polarimetry and deep learning
2024/12/16 by Sean R. Foley, Kirk Knobelspiesse, A. M. Sayer +3 · 1 voice · 1 citation
Environmental Science · #Atmospheric aerosols and clouds #Remote Sensing in Agriculture #Urban Heat Island Mitigation
- DeVA: Decoupled Video-Action Model with physical guidance for robot policy learning
2026/07/27 by Mengqi Zhang, Sahil Khose, Simar Kareer +3
#cs.RO #cs.CV