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Anjan Dutta

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#machine learning Preprint Sep 2026

Can Circuit Alignment Predict OOD Generalization?

Can out-of-distribution (OOD) generalization be predicted from a trained model's weights alone, without any target-domain data? Existing representational similarity metrics (CKA, SVCCA, RSA) compare activations rather than forecast generalization. We show they are provably insensitive to structural rerouting in the com...

Ayan Banerjee, Abhra Chaudhuri, Josep Lladós et al. · 0 citations
Jun 2026

3D Scene-Adaptive Trajectory-Controllable Human Image Animation with Camera Movement

A ground-adaptive 3D motion retargeting approach to enable user-friendly motion trajectory control adapting to the changes of elevations of ground and orientations automatically and a viewpoint-adaptive latent fusion mechanism to inject point-cloud geometric priors through scene-visibility masking into the generative p...

Deyin Liu, Jichen Xu, L. Wu et al. · 0 citations

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