Counterfactual Contrastive Learning: Robust Representations via Causal Image Synthesis. - Mélanie Roschewitz; Fabio De Sousa Ribeiro; Tian Xia; Galvin Khara; Ben Glocker (DEMI@MICCAI, 2024)

Robust image representations with counterfactual contrastive learning. - Mélanie Roschewitz; Fabio De Sousa Ribeiro; Tian Xia; Galvin Khara; Ben Glocker (Medical Image Anal., 2025)

Transformers Don't Need LayerNorm at Inference Time: Scaling LayerNorm Removal to GPT-2 XL and the Implications for Mechanistic Interpretability. - Luca Baroni; Galvin Khara; Joachim Schaeffer; Marat Subkhankulov; Stefan Heimersheim (CoRR, 2025)