Abhimanyu Dubey
18 papers · 2018–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (43) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(76)
Top co-authors
Research topics
Machine Learning
(14)
Artificial Intelligence
(7)
Deep Learning
(6)
Core AI
(6)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
Optimization & Theory
(5)
Application Areas
(4)
Computer Vision
(3)
Learning Types Β· Deep Learning
(3)
Mathematics & Optimization
(2)
Analysis
(2)
Architectures
(2)
Optimization
(2)
Computer Science
(1)
Keywords
regret bound
(3)
feature interaction
(2)
multi-armed bandit
(2)
network delay
(2)
contextual bandit
(2)
contrastive learning
(2)
heavy-tailed distribution
(2)
convolutional neural network
(2)
vision-language model
(2)
generalized additive model
(2)
differential privacy
(2)
interpretable machine learning
(2)
kernel approximation
(1)
instance segmentation
(1)
domain generalization
(1)
knowledge distillation
(1)
adversarial learning
(1)
image classification
(1)
sequential decision making
(1)
probability distribution
(1)
Papers
Context Diffusion: In-Context Aware Image Generation
ECCV 2024
Cola: A Benchmark for Compositional Text-to-image Retrieval
NeurIPS 2023
Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training
CVPR 2023
PACO: Parts and Attributes of Common Objects
CVPR 2023
Neural Basis Models for Interpretability
NeurIPS 2022
Scalable Interpretability via Polynomials
NeurIPS 2022
Adaptive Methods for Real-World Domain Generalization
CVPR 2021
No-Regret Algorithms for Private Gaussian Process Bandit Optimization
AISTATS 2021
One More Step Towards Reality: Cooperative Bandits with Imperfect Communication
NeurIPS 2021
Cooperative Multi-Agent Bandits with Heavy Tails
ICML 2020
Differentially-Private Federated Linear Bandits
NeurIPS 2020
Kernel Methods for Cooperative Multi-Agent Contextual Bandits
ICML 2020
Defense Against Adversarial Images Using Web-Scale Nearest-Neighbor Search
CVPR 2019
Thompson Sampling on Symmetric Alpha-Stable Bandits
IJCAI 2019
Coreset-Based Neural Network Compression
ECCV 2018
Maximum-Entropy Fine Grained Classification
NeurIPS 2018
Pairwise Confusion for Fine-Grained Visual Classification
ECCV 2018
TuringBox: An Experimental Platform for the Evaluation of AI Systems
IJCAI 2018