Kapil Thadani
15 papers · 2007–2025 · 8 venues · across top CS/AI venues
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16)
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Research topics
Machine Learning
(4)
Core Methods
(4)
Learning Types
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Applications
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Mathematics
(1)
Optimization & Theory
(1)
Probability
(1)
Resources & Methods
(1)
Keywords
unsupervised learning
(2)
representation learning
(1)
few-shot learning
(1)
transfer learning
(1)
text classification
(1)
density estimation
(1)
embedding learning
(1)
sentiment classification
(1)
face recognition
(1)
nonparametric statistics
(1)
nonparametric estimation
(1)
semiparametric estimation
(1)
sampling assumptions
(1)
maximum likelihood estimation
(1)
mixture model
(1)
vision-language model
(1)
zero-shot classification
(1)
social media
(1)
contrastive pre-training
(1)
kernel density estimator
(1)
Papers
SCOT: Self-Supervised Contrastive Pretraining for Zero-Shot Compositional Retrieval
WACV 2025
Unifying Margin-Based Softmax Losses in Face Recognition
WACV 2023
Effective Few-Shot Classification with Transfer Learning
COLING 2020
Unsupervised Neologism Normalization Using Embedding Space Mapping
EMNLP 2019
Approximation Strategies for Multi-Structure Sentence Compression
ACL 2014
Cluster-based Web Summarization
IJCNLP 2013
Sentence Compression with Joint Structural Inference
CoNLL 2013
Supervised Sentence Fusion with Single-Stage Inference
IJCNLP 2013
A Joint Phrasal and Dependency Model for Paraphrase Alignment
COLING 2012
A Hierarchical Model of Web Summaries
ACL 2011
Identifying Event Descriptions using Co-training with Online News Summaries
IJCNLP 2011
Optimal and Syntactically-Informed Decoding for Monolingual Phrase-Based Alignment
ACL 2011
Time-Efficient Creation of an Accurate Sentence Fusion Corpus
NAACL 2010
A Framework for Identifying Textual Redundancy
COLING 2008
Density Estimation under Independent Similarly Distributed Sampling Assumptions
NeurIPS 2007