2 papers
cs.LG2025
Indirect Attention: Turning Context Misalignment into a Feature
Bissmella Bahaduri, Hicham Talaoubrid, Fangchen Feng +2
The attention mechanism has become a cornerstone of modern deep learning architectures, where keys and values are typically derived from the same underlying sequence or representat…
cs.CV2025
Analyzing the Impact of Low-Rank Adaptation for Cross-Domain Few-Shot Object Detection in Aerial Images
Hicham Talaoubrid, Anissa Mokraoui, Ismail Ben Ayed +4
This paper investigates the application of Low-Rank Adaptation (LoRA) to small models for cross-domain few-shot object detection in aerial images. Originally designed for large-sca…