conftrace_

resnet

8 papers

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generalization (2) improved variational online newton (ivon) (1) sgd (1) contrastive guidance (1) average geometry (1) data covariance (1) geometric invariance hypothesis (1) input space curvature (1) tunable weights (1) neuronal state space (1)

Papers

Gamma Distribution PCA-Enhanced Feature Learning for Angle-Robust SAR Target Recognition ICML 2025 Geometric Inductive Biases of Deep Networks: The Role of Data and Architecture ICLR 2025 Transformative or Conservative? Conservation laws for ResNets and Transformers ICML 2025 AttNS: Attention-Inspired Numerical Solving For Limited Data Scenarios ICML 2024 Characterizing ResNet’s Universal Approximation Capability ICML 2024 Data-free Neural Representation Compression with Riemannian Neural Dynamics ICML 2024 Diffusion Models Demand Contrastive Guidance for Adversarial Purification to Advance ICML 2024 Variational Learning is Effective for Large Deep Networks ICML 2024