Nishant Kumar
7 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🌍 Conference Polyglot · Silver
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Conference Pioneer
🌈
Renaissance Researcher
(5)
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(3)
Computer Vision
(3)
Natural Language Processing
(3)
Analysis
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Applications
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Keywords
few-shot learning
(3)
logical form
(2)
normalizing flow
(2)
knowledge graph question answering
(2)
outlier detection
(2)
symbolic reasoning
(1)
object detection
(1)
zero-shot learning
(1)
semantic parsing
(1)
in-context learning
(1)
computer vision
(1)
code generation
(1)
medical image analysis
(1)
constrained generation
(1)
discriminative learning
(1)
maximum likelihood
(1)
generative model
(1)
medical imaging
(1)
decision boundary
(1)
image classification
(1)
Papers
Aligning Complex Knowledge Graph Question Answering as Knowledge-Aware Constrained Code Generation
COLING 2025
Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports
EMNLP 2025
Automatic Interpretation of Line Probe Assay Test for Tuberculosis
AAAI 2024
Quantile-Based Maximum Likelihood Training for Outlier Detection
AAAI 2024
SymKGQA: Few-Shot Knowledge Graph Question Answering via Symbolic Program Generation and Execution
ACL 2024
Normalizing Flow Based Feature Synthesis for Outlier-Aware Object Detection
CVPR 2023
U-PC: Unsupervised Planogram Compliance
ECCV 2018