 Conformal Prediction for Zero-Shot ModelsComputer Vision and Pattern Recognition (CVPR), 2025 |
 CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2025 |
 FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question AnsweringComputer Vision and Pattern Recognition (CVPR), 2025 |
 DiSa: Directional Saliency-Aware Prompt Learning for Generalizable Vision-Language ModelsKnowledge Discovery and Data Mining (KDD), 2025 |
 FDBPL: Faster Distillation-Based Prompt Learning for Region-Aware Vision-Language Models AdaptationExpert systems with applications (ESWA), 2025 |
 StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity AlignmentInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 |
 Diff-Prompt: Diffusion-Driven Prompt Generator with Mask SupervisionInternational Conference on Learning Representations (ICLR), 2025 |
