Area of research
Computer Vision and Pattern Recognition · Artificial Intelligence
Research interest
Research interests include Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Image and Video Retrieval Techniques, and AI in cancer detection.
Continual Anomaly Detection: A Comprehensive Survey and Research Roadmap
Inference of three-dimensional hot-spot and shell morphology in inertial confinement fusion experiments using a convolutional neural network
A foundation model for clinical-grade computational pathology and rare cancers detection.
Learning to Evaluate the Artness of AI-Generated Images
A Genomics-Driven Artificial Intelligence-Based Model Classifies Breast Invasive Lobular Carcinoma and Discovers CDH1 Inactivating Mechanisms.
Deep learning-based predictive models for laser direct drive at the Omega Laser Facility
Supplementary Data from A Genomics-Driven Artificial Intelligence<b>–</b>Based Model Classifies Breast Invasive Lobular Carcinoma and Discovers <i>CDH1</i> Inactivating Mechanisms
Data from A Genomics-Driven Artificial Intelligence<b>–</b>Based Model Classifies Breast Invasive Lobular Carcinoma and Discovers <i>CDH1</i> Inactivating Mechanisms
OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games
Avalanche: An end-to-end library for continual learning
Replay in Deep Learning: Current Approaches and Missing Biological Elements
REMIND Your Neural Network to Prevent Catastrophic Forgetting
REMIND Your Neural Network to Prevent Catastrophic Forgetting
A negative case analysis of visual grounding methods for VQA
Continual lifelong learning with neural networks: A review
Continual lifelong learning with neural networks: A review.
Answer Them All! Toward Universal Visual Question Answering Models
Challenges and Prospects in Vision and Language Research
Humans have idiosyncratic and task-specific scanpaths for judging faces
Color-to-Grayscale: Does the Method Matter in Image Recognition?