Srikar Appalaraju
16 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Research topics
Deep Learning
(13)
Computer Vision
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Artificial Intelligence
(9)
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Machine Learning
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Learning Types Β· Deep Learning
(8)
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(5)
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Keywords
multimodal learning
(5)
vision-language model
(3)
visual document understanding
(3)
encoder-decoder transformer
(3)
knowledge distillation
(3)
visual question answering
(2)
unsupervised pretraining
(2)
text recognition
(2)
multimodal transformer
(2)
multi-task learning
(2)
document understanding
(2)
gui grounding
(2)
representation learning
(2)
large language model
(2)
information retrieval
(1)
object detection
(1)
question answering
(1)
cross-lingual transfer
(1)
zero-shot learning
(1)
document analysis
(1)
Papers
Towards GUI Agents: Vision-Language Diffusion Models for GUI Grounding
CVPR 2026
On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models
NAACL 2025
R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding
ACL 2025
Turbocharging Web Automation: The Impact of Compressed History States
ACL 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
Enhancing Vision-Language Pre-training with Rich Supervisions
CVPR 2024
Multiple-Question Multiple-Answer Text-VQA
NAACL 2024
No Head Left Behind β Multi-Head Alignment Distillation for Transformers
AAAI 2024
VisFocus: Prompt-Guided Vision Encoders for OCR-Free Dense Document Understanding
ECCV 2024
A Multi-Modal Multilingual Benchmark for Document Image Classification
EMNLP 2023
LaTr: Layout-Aware Transformer for Scene-Text VQA
CVPR 2022
SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning
WACV 2022
DocFormer: End-to-End Transformer for Document Understanding
ICCV 2021
Saliency Driven Perceptual Image Compression
WACV 2021