Pradeep Natarajan
13 papers · 2014–2024 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (36)
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Keyword Pioneer
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Century Club Β· Bronze
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Renaissance Researcher
(5)
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Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(6)
Computer Vision
(5)
Learning Types Β· Machine Learning
(5)
Natural Language Processing
(3)
Analysis
(3)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Generation
(2)
Models
(2)
Optimization & Theory
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Keywords
dialogue system
(2)
image generation
(2)
adversarial learning
(1)
adversarial robustness
(1)
few-shot learning
(1)
conversational ai
(1)
style transfer
(1)
named entity recognition
(1)
object detection
(1)
optimal transport
(1)
constrained generation
(1)
speech recognition
(1)
image retrieval
(1)
question answering
(1)
feature learning
(1)
multimodal learning
(1)
feature embedding
(1)
video understanding
(1)
image editing
(1)
zero-shot learning
(1)
Papers
HVCLIP: High-dimensional Vector in CLIP for Unsupervised Domain Adaptation
ECCV 2024
Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions
EMNLP 2023
FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory
ICCV 2023
User-Controllable Arbitrary Style Transfer via Entropy Regularization
AAAI 2023
CGF: Constrained Generation Framework for Query Rewriting in Conversational AI
EMNLP 2022
FashionVLP: Vision Language Transformer for Fashion Retrieval With Feedback
CVPR 2022
FPI: Failure Point Isolation in Large-scale Conversational Assistants
NAACL 2022
Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection
EMNLP 2022
Class-Agnostic Object Detection
WACV 2021
Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models
ACL 2021
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models
EMNLP 2021
Style-Aware Normalized Loss for Improving Arbitrary Style Transfer
CVPR 2021
Zero-shot Event Detection using Multi-modal Fusion of Weakly Supervised Concepts
CVPR 2014