2 papers
cs.AI2026
From Virtual Environments to Real-World Trials: Emerging Trends in Autonomous Driving
A. Humnabadkar, A. Sikdar, B. Cave +3
Autonomous driving technologies have achieved significant advances in recent years, yet their real-world deployment remains constrained by data scarcity, safety requirements, and t…
cs.CV2025
Advancing Cache-Based Few-Shot Classification via Patch-Driven Relational Gated Graph Attention
Tasweer Ahmad, Arindam Sikdar, Sandip Pradhan +1
Few-shot image classification remains difficult under limited supervision and visual domain shift. Recent cache-based adaptation approaches (e.g., Tip-Adapter) address this challen…