Suraj Kothawade
7 papers · 2021–2024 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (22) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6)
π
Cross-Pollinator
(7)
π
Renaissance Researcher
(6)
π
Trend Setter
Conferences
NIPS (2)
AAAI (1)
ACL (1)
ECCV (1)
ICML (1)
WACV (1)
Top co-authors
Keywords
submodular optimization
(3)
subset selection
(2)
active learning
(2)
semi-supervised learning
(1)
few-shot learning
(1)
data subset selection
(1)
guided sampling
(1)
preference optimization
(1)
automatic speech recognition
(1)
text-to-image generation
(1)
data representation
(1)
class imbalance
(1)
mutual information
(1)
uncertainty sampling
(1)
generative model
(1)
acquisition function
(1)
out-of-distribution detection
(1)
subject-driven generation
(1)
submodular function
(1)
few-shot classification
(1)
Papers
Beyond Active Learning: Leveraging the Full Potential of Human Interaction via Auto-Labeling, Human Correction, and Human Verification
WACV 2024
Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning
NIPS 2024
DITTO: Data-efficient and Fair Targeted Subset Selection for ASR Accent Adaptation
ACL 2023
TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices Using Submodular Mutual Information
ECCV 2022
PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information
ICML 2022
PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection
AAAI 2022
SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios
NIPS 2021