Muhammad Awais

3 papers CVSSP, University of Surrey

• CG-SSL: Concept-Guided Self-Supervised Learning
• Dual-Stage Value-Guided Inference with Margin-Based Reward Adjustment for Fast and Faithful VLM Captioning
• RespoDiff: Dual-Module Bottleneck Transformation for Responsible & Faithful T2I Generation