Thalaiyasingam Ajanthan

1. SNIP: Single-shot Network Pruning based on Connection Sensitivity
   2018/10/04 by Namhoon Lee, Lee, Namhoon, Thalaiyasingam Ajanthan +3 · 63 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
2. On Tiny Episodic Memories in Continual Learning
   2019/02/27 by Arslan Chaudhry, Chaudhry, Arslan, Marcus Rohrbach +11 · 23 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and ELM
3. A Signal Propagation Perspective for Pruning Neural Networks at Initialization
   2019/06/14 by Namhoon Lee, Lee, Namhoon, Thalaiyasingam Ajanthan +5 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Mirror Descent View for Neural Network Quantization
   2019/10/18 by Thalaiyasingam Ajanthan, Kartik Gupta, Ajanthan, Thalaiyasingam +7 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Guiding Neural Collapse: Optimising Towards the Nearest Simplex Equiangular Tight Frame
   2024/11/02 by Evan Markou, Thalaiyasingam Ajanthan, Markou, Evan +3 · 3 citations
   Medicine · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traumatic Brain Injury Research
6. Few-shot Weakly-Supervised Object Detection via Directional Statistics
   2021/03/25 by Amirreza Shaban, Shaban, Amirreza, Amir Rahimi +7 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Digital Imaging for Blood Diseases #Multimodal Machine Learning Applications
7. Learning Visual Hierarchies in Hyperbolic Space for Image Retrieval
   2024/11/26 by Ziwei Wang, Sameera Ramasinghe, Wang, Ziwei +9 · 1 citation
   Computer Science · #Image Retrieval and Classification Techniques #Advanced Vision and Imaging