Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation

Computer Science

• Fixed Points 100%
• Object Representation 100%
• Iterative Refinement 100%
• Backpropagation 50%
• Space Complexity 50%
• Time Complexity 50%
• Clustering Algorithm 50%
• Lines of Code 50%
• Representation Learning 50%
• Constant Space 50%
• Implicit Function 50%

Keyphrases

• Implicit Differentiation 100%
• Slot Attention 50%
• Learning Entity 50%

Mathematics

• Implicit Differentiation 100%
• Implicit Function Theorem 50%