Spandan Madan
3 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Application Areas
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Analysis
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Processing
(1)
Keywords
distribution shift
(2)
domain generalization
(1)
object recognition
(1)
neural encoding
(1)
contextual reasoning
(1)
out-of-distribution generalization
(1)
markov decision process
(1)
deep neural network
(1)
noise injection
(1)
transition dynamics
(1)
scene context
(1)
ventral visual cortex
(1)
deep neural network encoding
(1)
neuronal response prediction
(1)
object recognition model
(1)
transition function
(1)
encoding model
(1)
out-of-context detection
(1)
reinforcement learning
(1)
environment variation
(1)
Papers
The Indoor-Training Effect: Unexpected Gains from Distribution Shifts in the Transition Function
AAAI 2025
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.
NeurIPS 2024
When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes
ICCV 2021