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Neural Networks

11,300 papers

Papers per year

Papers

FGPrompt: Fine-grained Goal Prompting for Image-goal Navigation NIPS 2023
Deep Recurrent Optimal Stopping NIPS 2023
Adaptive whitening with fast gain modulation and slow synaptic plasticity NIPS 2023
Tanh Works Better with Asymmetry NIPS 2023
Scale-Space Hypernetworks for Efficient Biomedical Image Analysis NIPS 2023
Joint Training of Deep Ensembles Fails Due to Learner Collusion NIPS 2023
Investigating how ReLU-networks encode symmetries NIPS 2023
DSR: Dynamical Surface Representation as Implicit Neural Networks for Protein NIPS 2023
Explaining V1 Properties with a Biologically Constrained Deep Learning Architecture NIPS 2023
Computing a human-like reaction time metric from stable recurrent vision models NIPS 2023
Multimodal Deep Learning Model Unveils Behavioral Dynamics of V1 Activity in Freely Moving Mice NIPS 2023
Physics-Driven ML-Based Modelling for Correcting Inverse Estimation NIPS 2023
Deep Equilibrium Based Neural Operators for Steady-State PDEs NIPS 2023
Expressive Sign Equivariant Networks for Spectral Geometric Learning NIPS 2023
Simultaneous embedding of multiple attractor manifolds in a recurrent neural network using constrained gradient optimization NIPS 2023
Implicit Convolutional Kernels for Steerable CNNs NIPS 2023
Adaptive recurrent vision performs zero-shot computation scaling to unseen difficulty levels NIPS 2023
Direct Training of SNN using Local Zeroth Order Method NIPS 2023
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising NIPS 2023
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging NIPS 2023
Sparse Modular Activation for Efficient Sequence Modeling NIPS 2023
The Contextual Lasso: Sparse Linear Models via Deep Neural Networks NIPS 2023
Slow and Weak Attractor Computation Embedded in Fast and Strong E-I Balanced Neural Dynamics NIPS 2023
Cognitive Steering in Deep Neural Networks via Long-Range Modulatory Feedback Connections NIPS 2023
D$^2$CSG: Unsupervised Learning of Compact CSG Trees with Dual Complements and Dropouts NIPS 2023