Singh, Pravendra

1. Recent Advancements in End-to-End Autonomous Driving using Deep Learning: A Survey
   2023/07/10 by Chib, Pranav Singh, Singh, Pravendra · 24 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
2. Few-Shot Lifelong Learning
   2021/03/01 by Mazumder, Pratik, Singh, Pravendra, Rai, Piyush · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives
   2023/07/18 by Kumari, Suruchi, Singh, Pravendra · 5 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
4. LG-Traj: LLM Guided Pedestrian Trajectory Prediction
   2024/03/12 by Pranav Singh Chib, Chib, Pranav Singh, Pravendra Singh +1 · 5 citations
   Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Traffic Prediction and Management Techniques #Traffic and Road Safety
5. Rectification-based Knowledge Retention for Continual Learning
   2021/03/30 by Singh, Pravendra, Mazumder, Pratik, Rai, Piyush +1 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Data efficient deep learning for medical image analysis: A survey
   2023/10/10 by Suruchi Kumari, Kumari, Suruchi, Pravendra Singh +1 · 3 citations
   Computer Science · Medicine · #AI in cancer detection #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) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
7. SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification
   2023/07/10 by Md Junaid Mahmood, Mahmood, Md Junaid, Pranaw Raj +7 · 2 citations
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
8. Leveraging Filter Correlations for Deep Model Compression
   2018/11/26 by Singh, Pravendra, Verma, Vinay Kumar, Rai, Piyush +1 · 1 citation
   #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) #Machine Learning (stat.ML) #electronic engineering #information engineering
9. AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings
   2020/05/27 by Mazumder, Pratik, Singh, Pravendra, Parida, Kranti Kumar +1 · 1 citation
   #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
10. Biasing & Debiasing based Approach Towards Fair Knowledge Transfer for Equitable Skin Analysis
    2024/05/16 by Anshul Pundhir, Balasubramanian Raman, Pundhir, Anshul +3 · 2 citations
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Ocular and Laser Science Research
11. Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking
    2024/10/31 by Chib, Pranav Singh, Singh, Pravendra · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
12. MWIRSTD: A MWIR Small Target Detection Dataset
    2024/06/12 by Kumar, Nikhil, Upadhyay, Avinash, Sharma, Shreya +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
13. CCF: Cross Correcting Framework for Pedestrian Trajectory Prediction
    2024/06/02 by Chib, Pranav Singh, Singh, Pravendra · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
14. Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation
    2024/07/06 by Kumari, Suruchi, Das, Aryan, Roy, Swalpa Kumar +2 · 1 citation
    #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