Pradeep Shenoy
19 papers · 2010–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (15) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (9) π Cross-Pollinator (15)
π
Cross-Pollinator
(15)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(43)
π
Keyword Champion
π
Grand Slam
π§¬
Topic Evolution
π
Century Club
(19)
π₯
Unstoppable
(5)
β‘
Prolific Year
(7)
ποΈ
Keyword Collector
(81)
π
Trend Setter
Conferences
CVPR (5)
AAAI (4)
ECCV (2)
ICML (2)
NIPS (2)
AISTATS (1)
ICLR (1)
IJCAI (1)
WACV (1)
Top co-authors
Keywords
continual learning
(2)
generative model
(2)
outlier detection
(2)
bayesian inference
(2)
cognitive modeling
(2)
decision making
(2)
knowledge distillation
(2)
catastrophic forgetting
(1)
feature extraction
(1)
active learning
(1)
anomaly detection
(1)
vision transformer
(1)
image classification
(1)
adversarial learning
(1)
object detection
(1)
uncertainty quantification
(1)
semantic segmentation
(1)
sample complexity
(1)
interpretable machine learning
(1)
representation learning
(1)
Papers
Masked Generative Nested Transformers with Decode Time Scaling
ICML 2025
Learning model uncertainty as variance-minimizing instance weights
ICLR 2024
OLAF: A Plug-and-Play Framework for Enhanced Multi-object Multi-part Scene Parsing
ECCV 2024
Instance-Conditional Timescales of Decay for Non-Stationary Learning
AAAI 2024
Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components
AISTATS 2024
Using Early Readouts To Mediate Featural Bias in Distillation
WACV 2024
Improving Generalization via Meta-Learning on Hard Samples
CVPR 2024
Dynamic Data Selection for Efficient SSL via Coarse-to-Fine Refinement
ECCV 2024
Interactive Concept Bottleneck Models
AAAI 2023
Adaptive Mixing of Auxiliary Losses in Supervised Learning
AAAI 2023
Shaken, and Stirred: Long-Range Dependencies Enable Robust Outlier Detection with PixelCNN++
IJCAI 2023
Overcoming Simplicity Bias in Deep Networks using a Feature Sieve
ICML 2023
Edges to Shapes to Concepts: Adversarial Augmentation for Robust Vision
CVPR 2023
GCR: Gradient Coreset Based Replay Buffer Selection for Continual Learning
CVPR 2022
FLOAT: Factorized Learning of Object Attributes for Improved Multi-Object Multi-Part Scene Parsing
CVPR 2022
Robust Outlier Detection by De-Biasing VAE Likelihoods
CVPR 2022
Model-Agnostic Fits for Understanding Information Seeking Patterns in Humans
AAAI 2021
Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making
NIPS 2012
A rational decision making framework for inhibitory control
NIPS 2010