3 citations · 9 across the 7 of their papers we have counts for
7 papers
Camera-Incremental Object Re-Identification with Identity Knowledge Evolution
Hantao Yao, Lu Yu, Jifei Luo +1
Object Re-identification (ReID) aims to retrieve the probe object from many gallery images with the ReID model inferred based on a stationary camera-free dataset by associating and…
Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment
Lu Yu, Malvina Nikandrou, Jiali Jin +1
Automated image captioning has the potential to be a useful tool for people with vision impairments. Images taken by this user group are often noisy, which leads to incorrect and e…
Knowledge Distillation for Efficient Sequences of Training Runs
Xingyu Liu, Alex Leonardi, Lu Yu +3
In many practical scenarios -- like hyperparameter search or continual retraining with new data -- related training runs are performed many times in sequence. Current practice is t…
X-Pruner: eXplainable Pruning for Vision Transformers
Lu Yu, Wei Xiang
Recently vision transformer models have become prominent models for a range of tasks. These models, however, usually suffer from intensive computational costs and heavy memory requ…
Going for GOAL: A Resource for Grounded Football Commentaries
Alessandro Suglia, José Lopes, Emanuele Bastianelli +6
Recent video+language datasets cover domains where the interaction is highly structured, such as instructional videos, or where the interaction is scripted, such as TV shows. Both…
Task Formulation Matters When Learning Continually: A Case Study in Visual Question Answering
Mavina Nikandrou, Lu Yu, Alessandro Suglia +2
Continual learning aims to train a model incrementally on a sequence of tasks without forgetting previous knowledge. Although continual learning has been widely studied in computer…
Adversarial Robustness of Visual Dialog
Lu Yu, Verena Rieser
Adversarial robustness evaluates the worst-case performance scenario of a machine learning model to ensure its safety and reliability. This study is the first to investigate the ro…