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Roitberg, Alina

  1. Referring Atomic Video Action Recognition
    2024/07/02 by Kunyu Peng, Jia Fu, Peng, Kunyu +19 · 7 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Neural Networks and Applications #Robotics (cs.RO) #electronic engineering #information engineering
  2. Multi-modal Depression Estimation based on Sub-attentional Fusion
    2022/07/13 by Wei, Ping-Cheng, Peng, Kunyu, Roitberg, Alina +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  3. Multi-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe Dataset Enriched with Nutritional Information
    2020/11/02 by Ruede, Robin, Heusser, Verena, Frank, Lukas +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.5.4
  4. TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation
    2022/02/27 by Ruiping Liu, Kailun Yang, Liu, Ruiping +11 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #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) #Robotics (cs.RO) #electronic engineering #information engineering
  5. TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration
    2022/03/02 by Kunyu Peng, Peng, Kunyu, Alina Roitberg +7 · 3 citations
    Psychology · Computer Science · #Sleep and Work-Related Fatigue #Human-Automation Interaction and Safety #Context-Aware Activity Recognition Systems
  6. Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler
    2024/09/26 by Kunyu Peng, Peng, Kunyu, Wen Di +15 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Reservoir Engineering and Simulation Methods
  7. Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalization
    2024/12/24 by Peng, Kunyu, Wen, Di, Saquib, Sarfraz M. +7 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  8. A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding
    2022/04/10 by Roitberg, Alina, Peng, Kunyu, Marinov, Zdravko +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Towards Activated Muscle Group Estimation in the Wild
    2023/03/02 by Peng, Kunyu, Schneider, David, Roitberg, Alina +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Robotics (cs.RO) #electronic engineering #information engineering
  10. AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation
    2023/05/07 by Lin, Jiacheng, Chen, Jiajun, Yang, Kailun +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  11. Exploring Few-Shot Adaptation for Activity Recognition on Diverse Domains
    2023/05/15 by Kunyu Peng, Peng, Kunyu, Wen Di +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #Robotics (cs.RO) #electronic engineering #information engineering
  12. MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding
    2021/07/01 by Kunyu Peng, Peng, Kunyu, Juncong Fei +15 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Visual Attention and Saliency Detection
  13. On Transferability of Driver Observation Models from Simulated to Real Environments in Autonomous Cars
    2023/07/31 by Walter Morales-Alvarez, Novel Certad, Morales-Alvarez, Walter +7 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  14. Should I take a walk? Estimating Energy Expenditure from Video Data
    2022/02/01 by Peng, Kunyu, Roitberg, Alina, Yang, Kailun +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Probing Fine-Grained Action Understanding and Cross-View Generalization of Foundation Models
    2024/07/22 by Thinesh Thiyakesan Ponbagavathi, Ponbagavathi, Thinesh Thiyakesan, Kunyu Peng +3 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Tunneling and Rock Mechanics
  16. Line Graphics Digitization: A Step Towards Full Automation
    2023/07/05 by Omar Moured, Moured, Omar, Jiaming Zhang +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing