R. Manmatha

Computer Science · Physical Sciences

46h-index12.9kcitations174works5.22yr avg
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Research Topics

Image Retrieval and Classification Techniques(68), Advanced Image and Video Retrieval Techniques(67), Handwritten Text Recognition Techniques(63), Video Analysis and Summarization(25), Multimodal Machine Learning Applications(24)

Publications173 total

Scaling up Image Segmentation across Data and Tasks
2025
Efficient Scaling of Diffusion Transformers for Text-to-Image Generation
arXiv (Cornell University)·2024Open Access
NAVERO: Unlocking Fine-Grained Semantics for Video-Language Compositionality
arXiv (Cornell University)·2024Open Access
On the Scalability of Diffusion-based Text-to-Image Generation
2024· 5 cited
Mixed-Query Transformer: A Unified Image Segmentation Architecture
arXiv (Cornell University)·2024· 2 citedOpen Access
On the Scalability of Diffusion-based Text-to-Image Generation
arXiv (Cornell University)·2024· 1 citedOpen Access
DocFormerv2: Local Features for Document Understanding
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 41 citedOpen Access
Multiple-Question Multiple-Answer Text-VQA
2024· 2 citedOpen Access
DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models
2024Open Access
DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models
arXiv (Cornell University)·2023· 1 citedOpen Access
Multiple-Question Multiple-Answer Text-VQA
arXiv (Cornell University)·2023· 1 citedOpen Access
DocTr: Document Transformer for Structured Information Extraction in Documents
2023· 26 cited
DocTr: Document Transformer for Structured Information Extraction in Documents
arXiv (Cornell University)·2023· 4 citedOpen Access
On Calibration of Scene-Text Recognition Models
Lecture notes in computer science·2023· 11 cited
YORO - Lightweight End to End Visual Grounding
Lecture notes in computer science·2023· 14 cited
LaTr: Layout-Aware Transformer for Scene-Text VQA
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 80 cited
ResNeSt: Split-Attention Networks
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)·2022· 1.2k cited
Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 57 cited
GLASS: Global to Local Attention for Scene-Text Spotting
Lecture notes in computer science·2022· 47 cited
Improving Semantic Segmentation via Efficient Self-Training
IEEE Transactions on Pattern Analysis and Machine Intelligence·2021· 83 cited
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Frequent Co-authors

Victor Lavrenko(8), Alexander J. Smola(5), T.M. Rath(5), Edward M. Riseman(5), Toni M. Rath(5), Jiwoon Jeon(4), Chongruo Wu(3), Yi Zhu(3), Chao-Yuan Wu(3), Philipp Krähenbühl(3), Siwei Feng(3), Venkatesh N. Murthy(3), Hang Zhang(2), Zhongyue Zhang(2), Zhi Zhang(2), Tong He(2), Mu Li(2), Victor Wu(2), Srikar Appalaraju(2), Chengfeng Han(2)