List of Publications

Patents

Badri N. Patro, Vijay Srinivas Agneeswaran, "Gated Spectral State Space Model for Image Encoding." U.S. Patent, filed by Microsoft, August 1, 2024.
Badri N. Patro, Vijay Srinivas Agneeswaran, "Spectral Adapter for Adaptive Training of Transformer Networks." U.S. Patent, filed by Microsoft, March 4, 2024.
Badri N. Patro, Vijay Srinivas Agneeswaran, "Transformer for Classification." U.S. Patent, filed by Microsoft, January 12, 2024.
Badri N. Patro, Vijay Srinivas Agneeswaran, "Scattering Vision Transformer." U.S. Patent, filed by Microsoft, May 17, 2023.
Pranya Lohiya*, Badri N. Patro*, Naveen Panwar*, "SPASE: Spatial Saliency Explanation for Time Series Models." U.S. Patent, filed by Microsoft, January 17, 2023.

Badri N. Patro, Vijay S. Agneeswaran, " Simba-TS: Simplified mamba-based architecture for vision and multivariate time series.," ICASSP, 2025. [Paper]
Badri N. Patro, Vinay P. Namboodiri, Vijay Srinivas Agneeswaran, " SpectFormer: Frequency and Attention is what you need in a Vision Transformer.," WACV, 2025. [Paper] [Project Page]
Mayank Thakur, Radhe Shyam Sharma, Vinod K Kurmi, Raj Samant, Badri N. Patro, " Spectral Gating Network with SGLUs: Mathematical Overview.," IROS, 2025.
Badri N. Patro, Vinay P. Namboodiri, Vijay Srinivas Agneeswaran, " Mamba-360: Survey of state space models as transformer alternative for long sequence modelling: Methods, applications, and challenges.," Engineering Applications of Artificial Intelligence (EAAI), 2025. [Paper]

Pranya Lohiya*, Badri N. Patro*, Naveen Panwar*, Vijay S. Agneeswaran, " SPASE: Spatial Saliency Explanation for Time Series Models.," ICASSP, Seoul, South Korea, April 2024. [Paper]

Badri N. Patro, Vijay S. Agneeswaran, " Scattering Vision Transformer: Spectral Mixing is What Matters in Transformers.," NeurIPS, New Orleans, USA, 2023. [Paper]
Jha, Abhishek*, Badri N. Patro*, Luc Van Gool, Tinne Tuytelaars, " Barlow constrained optimization for visual question answering.," WACV, 2023. [Paper] [Code]
Avideep Mukherjee, Badri N. Patro, Vinay P. Namboodiri, " Attentive Contractive Flow: Improved Contractive Flows with Lipschitz-constrained Self-Attention.," BMVC, Aberdeen, UK, 2023.

Kumar, Sumit, Badri N. Patro, Vinay P. Namboodiri, " Auto QA: The Question Is Not Only What, but Also Where.," WACV, 2022. [Paper]
Gupta, Vivek, Badri N. Patro, Hemant Parihar, Vinay P. Namboodiri, " VQuAD: Video Question Answering Diagnostic Dataset.," WACV, 2022. [Paper]

Vinod K Kurmi, Vipul Bajaj, Badri N. Patro, Venkatesh K Subramanian, Vinay P Namboodiri, and Preethi Jyothi. , " Collaborative learning to generate audio-video jointly.," ICASSP, Virtual, 2021 [Paper] [Project Page]
Badri N. Patro, Mayank Lunayach, and Vinay P Namboodiri., " Uncertainty class activation map (u-cam)using gradient certainty method.," IEEE Transactions on Image Processing (TIP), 30:1910–1924, 2021 [Paper] [Project Page]
Badri N. Patro, Dev Chauhan, Vinod K. Kurmi, and Vinay P. Namboodiri., " Revisiting paraphrasequestion generator using pairwise discriminator.," Neurocomputing, 420:149 – 161, 2021 [Paper] [Code]
Badri N. Patro*, Kasturi GS*, Ansh Jain*, and Vinay P Namboodiri., " Self supervision for attention networks.," WACV, Virtual, 2021 [Paper] [Code]
Badri N. Patro*, Mayank Lunayach*, Deepankar Srivastava, Sarvesh, Hunar Singh, and Vinay P. Namboodiri., " Multimodal humor dataset: Predicting laughter tracks for sitcoms.," WACV, Virtual, 2021 [Paper] [Project Page] [Code]
Vinod K Kurmi, Badri N. Patro, Venkatesh K Subramanian, and Vinay P Namboodiri., " Do not forget toattend to uncertainty while mitigating catastrophic forgetting.," WACV, Virtual, 2021 [Paper] [Project Page]
Badri N. Patro, Vinod Kurmi, Sandeep Kumar, and Vinay Namboodiri., " MUMC: Minimizing uncertainty of mixture of cues.," Image and Vision Computing (IVC), volume-115, page-104280, 2021. [Paper] [Project Page]

Badri N. Patro, Anupriy, and Vinay Namboodiri., " Explanation vs attention: A two-player game to obtainattention for vqa.," AAAI, USA, 2020. [Paper] [Project Page]
Badri N. Patro, Anupriy, and Vinay Namboodiri., " Probabilistic framework for solving visual dialog.," Pattern Recognition, 110:107586, 2020 [Paper]
Badri N. Patro, Vinod Kurmi, Sandeep Kumar, and Vinay Namboodiri., " Deep bayesian network for visual question generation.," WACV, USA, March 2020. [Paper] [Project Page]
Badri N. Patro, Shivansh Patel, and Vinay Namboodiri., " Robust explanations for visual question answering.," WACV, USA, March 2020 [Paper] [Code]
Riddhiman Dasgupta, Francis Tom, Sudhir Kumar, Mithun Das Gupta, Yokesh Kumar, Badri N. Patro,and Vinay P. Namboodiri. , " Visually Precise Query.,," In Proceedings of Association for Computing Machinery, page 3550–3558, New York, NY, USA, 2020 [Paper] [Code]

Badri N. Patro, Mayank Lunayach, Shivansh Patel, Vinay P. Namboodiri, " U-CAM: Visual Explanation using Uncertainty based Class Activation Maps," ICCV, Seoul, South Korea, 2019. [Paper] [Project Page] [Code]

Badri N. Patro, Sandeep Kumar, Vinod K. Kurmi, Vinay P. Namboodiri, " Multimodal Differential Network for Visual Question Generation," EMNLP, Brussels, Belgium, 2018. [Paper] [Project page] [Code]
Badri N. Patro*, Vinod K. Kurmi*, Sandeep Kumar*, Vinay P. Namboodiri, " Learning Semantic Sentence Embeddings using Pair-wise Discriminator," COLING, Santa Fe, New Mexico, USA, 2018. [Paper] [Project Page] [Code]
Badri N. Patro, Vinay P. Namboodiri, "Differential Attention for Visual Question Answering," CVPR, Salt Lake City, Utah, USA, 2018. [Paper] [Project Page]