Piyush Sharma
13 papers · 2018–2022 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π± Topic Pioneer
π¬
Deep Specialist
(11)
π€
Dynamic Duo
(12)
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Keyword Champion
(2)
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Trend Setter
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
ποΈ
Keyword Collector
(70)
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Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(12)
Generation Β· Computer Vision
(11)
Deep Learning
(10)
Artificial Intelligence
(8)
Machine Learning
(7)
Core AI
(7)
Learning Types Β· Deep Learning
(6)
Learning Types Β· Machine Learning
(5)
Natural Language Processing
(3)
Architectures
(3)
Generation Β· Natural Language Processing
(3)
Applications
(2)
Models
(2)
Techniques
(2)
Reinforcement Learning
(1)
Keywords
image captioning
(10)
multimodal learning
(5)
visual question answering
(3)
conceptual caption
(2)
coherence relation
(2)
human rating
(2)
domain generalization
(2)
object detection
(1)
policy gradient
(1)
reinforcement learning
(1)
text generation
(1)
natural language generation
(1)
cross-modal learning
(1)
fine-grained classification
(1)
transfer learning
(1)
off-policy reinforcement learning
(1)
off-policy learning
(1)
distribution shift
(1)
reward maximization
(1)
quality estimation
(1)
Papers
Denoising Large-Scale Image Captioning from Alt-text Data Using Content Selection Models
COLING 2022
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts
CVPR 2021
COSMic: A Coherence-Aware Generation Metric for Image Descriptions
EMNLP 2021
CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization
EMNLP 2021
Quality Estimation for Image Captions Based on Large-scale Human Evaluations
NAACL 2021
Understanding Guided Image Captioning Performance across Domains
CoNLL 2021
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
ICLR 2020
Cross-modal Coherence Modeling for Caption Generation
ACL 2020
Reinforcing an Image Caption Generator Using Off-Line Human Feedback
AAAI 2020
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering
EMNLP 2019
Informative Image Captioning with External Sources of Information
ACL 2019
Neural Naturalist: Generating Fine-Grained Image Comparisons
EMNLP 2019
Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning
ACL 2018