2 papers
cs.NE2026
The Forward-Backward Disconnect: State Dynamics, Credit Assignment, and Biological Grounding in Neural Computation
Hadi Al Mubasher, Mariette Awad
A recurring pattern in neural computation is the reintroduction of dynamical and biological structure into models originally simplified for scalable optimization. Early feedforward…
cs.CV2026
RRFC: Recursive Refinement via Feedback Conditioning for Iterative Image-to-Image Generation
Kareem Hassani, Chaymaa Abbas, Hadi Al Mubasher +1
Conditional image-to-image generators are single-shot: they map input features to an output in one forward pass and treat it as final, with no opportunity to improve on it. Althoug…