Nikhil Singh
13 papers · 2021–2026 · 11 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Gold 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Grand Slam
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Topic Evolution
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The Questioner
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Century Club · Bronze
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Trend Setter
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Artificial Intelligence
(8)
Core AI
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Machine Learning
(7)
Natural Language Processing
(6)
Deep Learning
(4)
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Core Methods
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Computer Vision
(1)
Keywords
contrastive learning
(2)
text classification
(2)
transformer model
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data augmentation
(2)
multimodal learning
(2)
graph representation
(1)
self-supervised learning
(1)
transfer learning
(1)
data provenance
(1)
generative model
(1)
cross-modal learning
(1)
question generation
(1)
sarcasm detection
(1)
continuous control
(1)
audio processing
(1)
parameter optimization
(1)
human-computer interaction
(1)
low-resource language
(1)
question answering
(1)
sentiment analysis
(1)
Papers
Kernel-Based Safe Exploration in Deep Reinforcement Learning
L4DC 2026
Bridging the Data Provenance Gap Across Text, Speech, and Video
ICLR 2025
Contrastive Learning from Synthetic Audio Doppelgängers
ICLR 2025
Consent in Crisis: The Rapid Decline of the AI Data Commons
NeurIPS 2024
Creative Text-to-Audio Generation via Synthesizer Programming
ICML 2024
Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning
CVPR 2024
A Dataset for Learning University STEM Courses at Scale and Generating Questions at a Human Level
AAAI 2023
A Benchmark and Dataset for Post-OCR text correction in Sanskrit
EMNLP 2022
A Selective Summary of Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence
ACL 2022
niksss at SemEval-2022 Task 6: Are Traditionally Pre-Trained Contextual Embeddings Enough for Detecting Intended Sarcasm ?
SemEval 2022
niksss at SemEval-2022 Task7:Transformers for Grading the Clarifications on Instructional Texts
SemEval 2022
Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis
ICCV 2021
Solving Machine Learning Problems
ACML 2021