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Neural Networks

11,723 papers

Papers per year

25
148
1385
860
'10
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'25

Papers

Understanding Representation of Deep Equilibrium Models from Neural Collapse Perspective NIPS 2024
A Recipe for Charge Density Prediction NIPS 2024
Spiking Transformer with Experts Mixture NIPS 2024
ECLipsE: Efficient Compositional Lipschitz Constant Estimation for Deep Neural Networks NIPS 2024
Layer-Adaptive State Pruning for Deep State Space Models NIPS 2024
Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli NIPS 2024
Slot State Space Models NIPS 2024
MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks NIPS 2024
Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99% NIPS 2024
Variational Distillation of Diffusion Policies into Mixture of Experts NIPS 2024
QKFormer: Hierarchical Spiking Transformer using Q-K Attention NIPS 2024
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields NIPS 2024
Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts NIPS 2024
LION: Linear Group RNN for 3D Object Detection in Point Clouds NIPS 2024
FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning NIPS 2024
Recurrent Reinforcement Learning with Memoroids NIPS 2024
Unconditional stability of a recurrent neural circuit implementing divisive normalization NIPS 2024
Real-Time Recurrent Learning using Trace Units in Reinforcement Learning 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
Beyond Slow Signs in High-fidelity Model Extraction NIPS 2024
MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models NIPS 2024
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning NIPS 2024
Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras NIPS 2024