A qualitative-quantitative comparison of image motion deblurring algorithms. - Ashwini Mangesh Deshpande; Suprava Patnaik (ICWET, 2011)

Human Head Pose and Eye State Based Driver Distraction Monitoring System. - Astha Modak; Samruddhi Paradkar; Shruti Manwatkar; Amol R. Madane; Ashwini Mangesh Deshpande (CVIP (1), 2018)

Multi-head attention with reinforcement learning for supervised video summarization. - Bhakti D. Kadam; Ashwini Mangesh Deshpande (J. Electronic Imaging, 2024)

Enhanced BERT-based Multi-Head Self-Attention Transformer for Transformation of Marathi Text to Marathi Sign Language Gloss. - Prachi Pramod Waghmare; Ashwini Mangesh Deshpande (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

Query-attentive video summarization: a comprehensive review. - Bhakti D. Kadam; Ashwini Mangesh Deshpande (Multim. Tools Appl., 2025)