Kanika Madan
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Reinforcement Learning
(1)
Analysis
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
generative flow network
(2)
probabilistic modeling
(1)
visual question answering
(1)
self-supervised learning
(1)
future prediction
(1)
scene representation
(1)
out-of-distribution generalization
(1)
exploration
(1)
fast adaptation
(1)
goal-conditioned policy
(1)
intrinsic reward
(1)
systematic generalization
(1)
efficient fine-tuning
(1)
stochastic method
(1)
reward signal
(1)
gradient dynamics
(1)
sequential sampler
(1)
trajectory balance
(1)
object dynamics
(1)
modular network
(1)
Papers
Towards Improving Exploration through Sibling Augmented GFlowNets
ICLR 2025
Pre-Training and Fine-Tuning Generative Flow Networks
ICLR 2024
Learning GFlowNets From Partial Episodes For Improved Convergence And Stability
ICML 2023
Reusable Slotwise Mechanisms
NeurIPS 2023
Fast And Slow Learning Of Recurrent Independent Mechanisms
ICLR 2021