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Dev Yashpal Sheth

2 accepted papers

2021

Perturbation CheckLists for Evaluating NLG Evaluation Metrics

EMNLP 2021main

Natural Language Generation (NLG) evaluation is a multifaceted task requiring assessment of multiple desirable criteria, e.g., fluency, coherency, coverage, relevance, adequacy, overall quality, etc. Across existing datasets for 6 NLG tasks, we observe that the human evaluation scores on these multi…

2021

Unsupervised Deep Video Denoising

ICCV 2021poster

Deep convolutional neural networks (CNNs) for video denoising are typically trained with supervision, assuming the availability of clean videos. However, in many applications, such as microscopy, noiseless videos are not available. To address this, we propose an Unsupervised Deep Video Denoiser (UDV…

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