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Neural Networks

11,300 papers

Papers per year

Papers

On the Overlooked Structure of Stochastic Gradients NIPS 2023
Structured Neural Networks for Density Estimation and Causal Inference NIPS 2023
A General Framework for Robust G-Invariance in G-Equivariant Networks NIPS 2023
Affinity-Aware Graph Networks NIPS 2023
Structured Neural-PI Control with End-to-End Stability and Output Tracking Guarantees NIPS 2023
Recursion in Recursion: Two-Level Nested Recursion for Length Generalization with Scalability NIPS 2023
Bifurcations and loss jumps in RNN training NIPS 2023
Analyzing Generalization of Neural Networks through Loss Path Kernels NIPS 2023
Transient Neural Radiance Fields for Lidar View Synthesis and 3D Reconstruction NIPS 2023
Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity NIPS 2023
Decoding the Enigma: Benchmarking Humans and AIs on the Many Facets of Working Memory NIPS 2023
Theoretical Analysis of the Inductive Biases in Deep Convolutional Networks NIPS 2023
AutoGO: Automated Computation Graph Optimization for Neural Network Evolution NIPS 2023
Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy NIPS 2023
Trial matching: capturing variability with data-constrained spiking neural networks NIPS 2023
ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling NIPS 2023
Compact Neural Volumetric Video Representations with Dynamic Codebooks NIPS 2023
NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations NIPS 2023
Computational Complexity of Learning Neural Networks: Smoothness and Degeneracy NIPS 2023
The Tunnel Effect: Building Data Representations in Deep Neural Networks NIPS 2023
Function Space Bayesian Pseudocoreset for Bayesian Neural Networks NIPS 2023
Convolutional Neural Operators for robust and accurate learning of PDEs NIPS 2023
Turbulence in Focus: Benchmarking Scaling Behavior of 3D Volumetric Super-Resolution with BLASTNet 2.0 Data NIPS 2023
Neural Functional Transformers NIPS 2023
Metis: Understanding and Enhancing In-Network Regular Expressions NIPS 2023