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Neural Networks

11300 directly classified papers

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Papers

Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals NIPS 2024
Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics NIPS 2024
PointMamba: A Simple State Space Model for Point Cloud Analysis NIPS 2024
The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof NIPS 2024
A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks NIPS 2024
MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts NIPS 2024
MV2Cyl: Reconstructing 3D Extrusion Cylinders from Multi-View Images NIPS 2024
A two-scale Complexity Measure for Deep Learning Models NIPS 2024
Identifying Equivalent Training Dynamics NIPS 2024
Theory-guided Message Passing Neural Network for Probabilistic Inference AISTATS 2024
CLIP in Mirror: Disentangling text from visual images through reflection NIPS 2024
Controlled maximal variability along with reliable performance in recurrent neural networks NIPS 2024
Shaving Weights with Occam's Razor: Bayesian Sparsification for Neural Networks using the Marginal Likelihood NIPS 2024
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut NIPS 2024
SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network ACL 2024
Learning 1D Causal Visual Representation with De-focus Attention Networks NIPS 2024
Optimal deep learning of holomorphic operators between Banach spaces NIPS 2024
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data NIPS 2024
Generative Forests NIPS 2024
Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts NIPS 2024
Recurrent Reinforcement Learning with Memoroids NIPS 2024
Unconditional stability of a recurrent neural circuit implementing divisive normalization NIPS 2024
Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection NIPS 2024
Inferring stochastic low-rank recurrent neural networks from neural data NIPS 2024
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques NIPS 2024