Visual Question Answering using Explicit Visual Attention
Vasileios Lioutas, Nikolaos Passalis, and Anastasios Tefas
Proceedings of the 2018 IEEE International Symposium on Circuits and Systems (ISCAS)
Download here
Posts by Collection
committees
people
publications
Explicit ensemble attention learning for improving visual question answering
Vasileios Lioutas, Nikolaos Passalis, and Anastasios Tefas
Download here
Copy this Sentence
Vasileios Lioutas, and Andriy Drozdyuk
Download here
Distilled embedding: non-linear embedding factorization using knowledge distillation
Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, and Mehdi Rezagholizadeh
Download here
On Compressing The Embedding Matrix Of Language Models For Edge Deployment
Vasileios Lioutas, Ahmad Rashid, and Krtin Kumar
Time-aware Large Kernel Convolutions
Vasileios Lioutas, and Yuhong Guo
Proceedings of the 2020 37th International Conference on Machine Learning (ICML)
Download here
Mapping Low-Resolution Images To Multiple High-Resolution Images Using Non-Adversarial Mapping
Vasileios Lioutas
Download here
Sequence Modeling with Time-aware Large Kernel Convolutions
Vasileios Lioutas, and Yuhong Guo
MATE-KD: Masked Adversarial Text, a companion to Knowledge Distillation
Ahmad Rashid, Vasileios Lioutas and Mehdi Rezagholizadeh
Improving Word Embedding Factorization for Compression using Distilled Nonlinear Neural Decomposition
Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, and Mehdi Rezagholizadeh
Towards Zero-Shot Knowledge Distillation for Natural Language Processing
Ahmad Rashid, Vasileios Lioutas, Abbas Ghaddar and Mehdi Rezagholizadeh
Download here