R. Manmatha
21 papers · 2016–2025 · 8 venues · across top CS/AI venues
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multimodal learning
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visual document understanding
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text recognition
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encoder-decoder transformer
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visual question answering
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attention mechanism
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unsupervised pretraining
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multimodal transformer
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vision-language model
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semantic segmentation
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knowledge distillation
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scene text recognition
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weakly supervised learning
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multi-task learning
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object detection
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image segmentation
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image classification
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named entity recognition
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Papers
R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding
ACL 2025
Scaling up Image Segmentation across Data and Tasks
CVPR 2025
DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models
NAACL 2024
DocFormerv2: Local Features for Document Understanding
AAAI 2024
DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models
EMNLP 2024
Multiple-Question Multiple-Answer Text-VQA
NAACL 2024
No Head Left Behind β Multi-Head Alignment Distillation for Transformers
AAAI 2024
On the Scalability of Diffusion-based Text-to-Image Generation
CVPR 2024
VisFocus: Prompt-Guided Vision Encoders for OCR-Free Dense Document Understanding
ECCV 2024
DocTr: Document Transformer for Structured Information Extraction in Documents
ICCV 2023
PolyFormer: Referring Image Segmentation As Sequential Polygon Generation
CVPR 2023
GLASS: Global to Local Attention for Scene-Text Spotting
ECCV 2022
LaTr: Layout-Aware Transformer for Scene-Text VQA
CVPR 2022
Towards Weakly-Supervised Text Spotting Using a Multi-Task Transformer
CVPR 2022
DocFormer: End-to-End Transformer for Document Understanding
ICCV 2021
Saliency Driven Perceptual Image Compression
WACV 2021
Sequence-to-Sequence Contrastive Learning for Text Recognition
CVPR 2021
SCATTER: Selective Context Attentional Scene Text Recognizer
CVPR 2020
Compressed Video Action Recognition
CVPR 2018
Sampling Matters in Deep Embedding Learning
ICCV 2017
Deep Decision Network for Multi-Class Image Classification
CVPR 2016