1 code implementation • 13 Jan 2023 • Esha Pahwa, Achleshwar Luthra, Pratik Narang
It is thus crucial to form a solution that can result in a high-quality image and is efficient enough to be deployed for everyday use.
no code implementations • 12 Dec 2022 • Tanish Mittal, Preyansh Agrawal, Esha Pahwa, Aarya Makwana
Multi-Scale and U-shaped Networks are widely used in various image restoration problems, including deblurring.
no code implementations • 7 Dec 2022 • Santosh Kumar Yadav, Achleshwar Luthra, Esha Pahwa, Kamlesh Tiwari, Heena Rathore, Hari Mohan Pandey, Peter Corcoran
To address such complexities, in this paper, we propose a novel Sparse Weighted Temporal Attention (SWTA) module to utilize sparsely sampled video frames for obtaining global weighted temporal attention.
no code implementations • 10 Nov 2022 • Santosh Kumar Yadav, Esha Pahwa, Achleshwar Luthra, Kamlesh Tiwari, Hari Mohan Pandey, Peter Corcoran
To address such complexities, in this paper, we propose a novel Sparse Weighted Temporal Fusion (SWTF) module to utilize sparsely sampled video frames for obtaining global weighted temporal fusion outcome.