- Ali Furkan Biten, Ron Litman, Yusheng Xie, Srikar Appalaraju, R. Manmatha:
LaTr: Layout-Aware Transformer for Scene-Text VQA. CoRR abs/2112.12494 (2021) - 2020
- Ron Litman, Oron Anschel, Shahar Tsiper, Roee Litman, Shai Mazor, R. Manmatha:
SCATTER: Selective Context Attentional Scene Text Recognizer. CVPR 2020: 11959-11969 - Subhamoy Maitra, Bimal Mandal, Manmatha Roy, Deng Tang:
Experimental Results on Higher-Order Differential Spectra of 6 and 8-bit Invertible S-Boxes. SPACE 2020: 226-237 - Yash Patel, Srikar Appalaraju, R. Manmatha:
Hierarchical Auto-Regressive Model for Image Compression Incorporating Object Saliency and a Deep Perceptual Loss. CoRR abs/2002.04988 (2020) - Ron Litman, Oron Anschel, Shahar Tsiper, Roee Litman, Shai Mazor, R. Manmatha:
SCATTER: Selective Context Attentional Scene Text Recognizer. CoRR abs/2003.11288 (2020) - Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Zhi Zhang, Haibin Lin, Yue Sun, Tong He, Jonas Mueller, R. Manmatha, Mu Li, Alexander J. Smola:
ResNeSt: Split-Attention Networks. CoRR abs/2004.08955 (2020) - Yi Zhu, Zhongyue Zhang, Chongruo Wu, Zhi Zhang, Tong He, Hang Zhang, R. Manmatha, Mu Li, Alexander J. Smola:
Improving Semantic Segmentation via Self-Training. CoRR abs/2004.14960 (2020) - Minesh Mathew, Dimosthenis Karatzas, R. Manmatha, C. V. Jawahar:
DocVQA: A Dataset for VQA on Document Images. CoRR abs/2007.00398 (2020) - Minesh Mathew, Rubèn Tito, Dimosthenis Karatzas, R. Manmatha, C. V. Jawahar:
Document Visual Question Answering Challenge 2020. CoRR abs/2008.08899 (2020) - Yi Zhu, Xinyu Li, Chunhui Liu, Mohammadreza Zolfaghari, Yuanjun Xiong, Chongruo Wu, Zhi Zhang, Joseph Tighe, R. Manmatha, Mu Li:
A Comprehensive Study of Deep Video Action Recognition. CoRR abs/2012.06567 (2020) - Aviad Aberdam, Ron Litman, Shahar Tsiper, Oron Anschel, Ron Slossberg, Shai Mazor, R. Manmatha, Pietro Perona:
Sequence-to-Sequence Contrastive Learning for Text Recognition. CoRR abs/2012.10873 (2020) - Ron Slossberg, Oron Anschel, Amir Markovitz, Ron Litman, Aviad Aberdam, Shahar Tsiper, Shai Mazor, Jon Wu, R. Manmatha:
On Calibration of Scene-Text Recognition Models. CoRR abs/2012.12643 (2020) - 2019
- Anil Kumar Dixit, Manmatha K. Roul, Bikash C. Panda:
Mathematical Model Using Soft Computing Techniques for Different Thermal Insulation Materials. J. Intell. Syst. 28(5): 821-833 (2019) - Ismet Zeki Yalniz, R. Manmatha:
Dependence Models for Searching Text in Document Images. IEEE Trans. Pattern Anal. Mach. Intell. 41(1): 49-63 (2019) - Son Tran, Ming Du, Sampath Chanda, R. Manmatha, Cj Taylor:
Searching for Apparel Products from Images in the Wild. CoRR abs/1907.02244 (2019) - Yash Patel, Srikar Appalaraju, R. Manmatha:
Deep Perceptual Compression. CoRR abs/1907.08310 (2019) - Yash Patel, Srikar Appalaraju, R. Manmatha:
Human Perceptual Evaluations for Image Compression. CoRR abs/1908.04187 (2019) - 2018
- Chao-Yuan Wu, Manzil Zaheer, Hexiang Hu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl:
Compressed Video Action Recognition. CVPR 2018: 6026-6035 - 2017
- R. Manmatha, Chao-Yuan Wu, Alexander J. Smola, Philipp Krähenbühl:
Sampling Matters in Deep Embedding Learning. ICCV 2017: 2859-2867 - Chao-Yuan Wu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl:
Sampling Matters in Deep Embedding Learning. CoRR abs/1706.07567 (2017) - Chao-Yuan Wu, Manzil Zaheer, Hexiang Hu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl:
Compressed Video Action Recognition. CoRR abs/1712.00636 (2017) - 2016
- Venkatesh N. Murthy, Vivek K. Singh, Terrence Chen, R. Manmatha, Dorin Comaniciu:
Deep Decision Network for Multi-class Image Classification. CVPR 2016: 2240-2248 - Ismet Zeki Yalniz, Douglas Gray, R. Manmatha:
Efficient Exploration of Text Regions in Natural Scene Images Using Adaptive Image Sampling. ECCV Workshops (1) 2016: 427-439 - Venkatesh N. Murthy, Avinash Sharma, Visesh Chari, R. Manmatha:
Image Annotation using Multi-scale Hypergraph Heat Diffusion Framework. ICMR 2016: 299-303 - 2015
- Martin Halvey, Philip J. McParlane, Joemon M. Jose, Keith van Rijsbergen, Stefan M. Rüger, R. Manmatha, Mohan S. Kankanhalli:
ICMR 2014: 4th ACM International Conference on Multimedia Retrieval. SIGIR Forum 49(1): 10-15 (2015) - Venkatesh N. Murthy, Subhransu Maji, R. Manmatha:
Automatic Image Annotation using Deep Learning Representations. ICMR 2015: 603-606 - 2014
- K. Pramod Sankar, R. Manmatha, C. V. Jawahar:
Large scale document image retrieval by automatic word annotation. Int. J. Document Anal. Recognit. 17(1): 1-17 (2014) - Thomas B. Moeslund, Omar Javed, Yu-Gang Jiang, R. Manmatha:
Special issue on Multimedia Event Detection. Mach. Vis. Appl. 25(1): 1-4 (2014) - David Fernández Mota, R. Manmatha, Alicia Fornés, Josep Lladós:
Sequential Word Spotting in Historical Handwritten Documents. Document Analysis Systems 2014: 101-105 - Ethem F. Can, R. Manmatha:
Modeling Concept Dependencies for Event Detection. ICMR 2014: 289