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Neural Networks

11,705 papers

Papers per year

25
148
1385
858
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'25

Papers

Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks NIPS 2022
Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime NIPS 2022
Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations NIPS 2022
Generalised Implicit Neural Representations NIPS 2022
EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring NIPS 2022
RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks NIPS 2022
Training Spiking Neural Networks with Event-driven Backpropagation NIPS 2022
MAtt: A Manifold Attention Network for EEG Decoding NIPS 2022
Geometry-aware Two-scale PIFu Representation for Human Reconstruction NIPS 2022
Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention NIPS 2022
Are All Losses Created Equal: A Neural Collapse Perspective NIPS 2022
Unsupervised Learning of Group Invariant and Equivariant Representations NIPS 2022
MAgNet: Mesh Agnostic Neural PDE Solver NIPS 2022
GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks NIPS 2022
Compositional generalization through abstract representations in human and artificial neural networks NIPS 2022
Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks NIPS 2022
Deep Combinatorial Aggregation NIPS 2022
On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias NIPS 2022
In What Ways Are Deep Neural Networks Invariant and How Should We Measure This? NIPS 2022
Rank Diminishing in Deep Neural Networks NIPS 2022
Exponential Separations in Symmetric Neural Networks NIPS 2022
Oscillatory Tracking of Continuous Attractor Neural Networks Account for Phase Precession and Procession of Hippocampal Place Cells NIPS 2022
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling NIPS 2022
Toward a realistic model of speech processing in the brain with self-supervised learning NIPS 2022
Relaxing Equivariance Constraints with Non-stationary Continuous Filters NIPS 2022