Deep Chakraborty

1. Unsupervised Hard Example Mining from Videos for Improved Object Detection
   2018/08/13 by SouYoung Jin, Jin, SouYoung, Aruni RoyChowdhury +11 · 3 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 #Video Surveillance and Tracking Methods
2. Self-Supervised Learning to Guide Scientifically Relevant Categorization of Martian Terrain Images
   2022/04/21 by Tejas Panambur, Deep Chakraborty, Panambur, Tejas +9 · 1 citation
   Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #68T07 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.4.8 #I.5.1 #I.5.3 #Image Processing and 3D Reconstruction #J.2 #Planetary Science and Exploration #Underwater Acoustics Research
3. A Survey on Data Curation for Visual Contrastive Learning: Why Crafting Effective Positive and Negative Pairs Matters
   2025/02/12 by Shasvat Desai, Debasmita Ghose, Desai, Shasvat +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
4. Improving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximization
   2024/11/24 by Deep Chakraborty, Chakraborty, Deep, Yann LeCun +5 · 1 voice · 1 citation
   Computer Science · Mathematics · #Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Text and Document Classification Technologies #cs.CV #cs.IT #cs.LG #stat.AP #stat.ML