Kumar Ayush
9 papers · 2016–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Computer Vision
(4)
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Deep Learning
(3)
Analysis
(2)
Core Methods
(2)
Domain-Specific
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Natural Language Processing
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Keywords
remote sensing
(2)
reinforcement learning
(2)
poverty prediction
(2)
representation learning
(2)
contrastive learning
(2)
self-supervised learning
(2)
satellite imagery
(2)
object detection
(2)
anomaly detection
(1)
information extraction
(1)
image segmentation
(1)
multimodal learning
(1)
feature importance
(1)
deep learning
(1)
image classification
(1)
wearable sensor
(1)
generative model
(1)
document analysis
(1)
user evaluation
(1)
scene understanding
(1)
Papers
Scaling Wearable Foundation Models
ICLR 2025
Substance over Style: Evaluating Proactive Conversational Coaching Agents
ACL 2025
Efficient Poverty Mapping from High Resolution Remote Sensing Images
AAAI 2021
Geography-Aware Self-Supervised Learning
ICCV 2021
Negative Data Augmentation
ICLR 2021
Generating Interpretable Poverty Maps using Object Detection in Satellite Images
IJCAI 2020
SieveNet: A Unified Framework for Robust Image-Based Virtual Try-On
WACV 2020
Towards a Unified Framework for Visual Compatibility Prediction
WACV 2020
OCR++: A Robust Framework For Information Extraction from Scholarly Articles
COLING 2016