Vinay Kumar Verma

Zero-Shot Learning via Class-Conditioned Deep Generative Models

Wenlin Wang, Yunchen Pu, Vinay Kumar Verma et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 105 citations · Full text

Natural Language Processing, Few-shot Learning, Semantic Embedding +13

Meta-Learning for Generalized Zero-Shot Learning

Vinay Kumar Verma, Dhanajit Brahma, Piyush Rai · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 87 citations · Full text

Artificial Intelligence, Few-shot Learning, Class Bias +13

Generalized Zero-Shot Learning via Synthesized Examples

Vinay Kumar Verma, Gundeep Arora, Ashish Mishra et al. · 2018 · 68 citations · Full text

Artificial Intelligence, Few-shot Learning, Structured Prediction +16

DCT-domain deep convolutional neural networks for multiple JPEG compression classification

Vinay Kumar Verma, Nikita Agarwal, Nitin Khanna · Signal Processing Image Communication · 2018 · 52 citations · Full text

Lossy Compression, Convolutional Neural Network, Engineering +7

Zero-Shot Learning via Class-Conditioned Deep Generative Models

Wenlin Wang, Yunchen Pu, Vinay Kumar Verma et al. · ArXiv.org · 2017 · 51 citations · Full text

Natural Language Processing, Few-shot Learning, Class Attributes +15