Dy, Jennifer
- Learning to Prompt for Continual Learning
2021/12/16 by Zifeng Wang, Wang, Zifeng, Zizhao Zhang +17 · 176 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning
2022/04/10 by Zifeng Wang, Wang, Zifeng, Zizhao Zhang +19 · 121 citations
Computer Science · #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
- SparCL: Sparse Continual Learning on the Edge
2022/09/20 by Zifeng Wang, Wang, Zifeng, Zheng Zhan +16 · 9 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Structured Disentangled Representations
2018/04/06 by Babak Esmaeili, Esmaeili, Babak, Hao Wu +14 · 8 citations
Computer Science · #Artificial Intelligence in Games #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness
2021/06/04 by Zifeng Wang, Tong Jian, Wang, Zifeng +7 · 6 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network
2022/01/12 by Batool Salehi, Guillem Reus-Muns, Salehi, Batool +12 · 6 citations
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Radio Wave Propagation Studies #Signal Processing (eess.SP) #electronic engineering #information engineering
- Boundary-Aware Uncertainty for Feature Attribution Explainers
2022/10/05 by Davin Hill, Hill, Davin, Aria Masoomi +7 · 5 citations
Computer Science · #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning
2023/04/30 by Zifeng Wang, Wang, Zifeng, Zheng Zhan +11 · 5 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Deep Bayesian Unsupervised Lifelong Learning
2021/06/13 by Tingting Zhao, Zhao, Tingting, Zifeng Wang +5 · 2 citations
Computer Science · Medicine · #Colorectal Cancer Screening and Detection #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Pruning Adversarially Robust Neural Networks without Adversarial Examples
2022/10/09 by Jian, Tong, Zifeng Wang, Yanzhi Wang +6 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming
2023/05/10 by Batool Salehi, Utku Demir, Salehi, Batool +11 · 2 citations
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Radio Frequency Integrated Circuit Design #Signal Processing (eess.SP) #electronic engineering #information engineering
- Analyzing Explainer Robustness via Probabilistic Lipschitzness of Prediction Functions
2022/06/24 by Zulqarnain Khan, Davin Hill, Khan, Zulqarnain +6 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Deep Markov Spatio-Temporal Factorization
2020/03/22 by Farnoosh, Amirreza, Rezaei, Behnaz, Sennesh, Eli Zachary +6 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Open-World Class Discovery with Kernel Networks
2020/12/13 by Zifeng Wang, Wang, Zifeng, Batool Salehi +9 · 1 citation
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learn-Prune-Share for Lifelong Learning
2020/12/13 by Wang, Zifeng, Jian, Tong, Chowdhury, Kaushik +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SmoothHess: ReLU Network Feature Interactions via Stein's Lemma
2023/11/01 by Max Torop, Aria Masoomi, Torop, Max +9 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- STAR: Stability-Inducing Weight Perturbation for Continual Learning
2025/03/03 by Eskandar, Masih, Imtiaz, Tooba, Hill, Davin +2 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SAIF: Sparse Adversarial and Imperceptible Attack Framework
2022/12/14 by Tooba Imtiaz, Imtiaz, Tooba, Morgan Kohler +12 · 1 citation
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Geometry of Score Based Generative Models
2023/02/09 by Sandesh Ghimire, Ghimire, Sandesh, Jinyang Liu +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Cell Image Analysis Techniques
- QueryForm: A Simple Zero-shot Form Entity Query Framework
2022/11/14 by Zifeng Wang, Wang, Zifeng, Zizhao Zhang +15 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Topic Modeling
- High-precision regressors for particle physics
2023/02/02 by Bishara, Fady, Paul, Ayan, Dy, Jennifer · 1 citation
#Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Axiomatic Explainer Globalness via Optimal Transport
2024/11/02 by Davin Hill, Hill, Davin, Josh Bone +7 · 2 citations
Computer Science · #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition
2025/10/23 by Miklautz, Lukas, Shi, Chengzhi, Shkabrii, Andrii +5 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)