Neural Networks

Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism ICLR 2024 Adaptive Depth Networks with Skippable Sub-Paths NeurIPS 2024 Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering AAAI 2024 AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection NeurIPS 2024 Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction ICML 2024 AdaShift: Learning Discriminative Self-Gated Neural Feature Activation With an Adaptive Shift Factor CVPR 2024 Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning NeurIPS 2024 A deep learning approach for distributed aggregative optimization with users’ Feedback L4DC 2024 A differentiable brain simulator bridging brain simulation and brain-inspired computing ICLR 2024 A differentiable first-order rule learner for inductive logic programming (Abstract Reprint) IJCAI 2024 Advancing Dynamic Sparse Training by Exploring Optimization Opportunities ICML 2024 Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler NeurIPS 2024 Advancing Regular Language Reasoning in Linear Recurrent Neural Networks NAACL 2024 Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators NeurIPS 2024 Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation NeurIPS 2024 Advection Augmented Convolutional Neural Networks NeurIPS 2024 Adversarially Balanced Representation for Continuous Treatment Effect Estimation AAAI 2024 A Dynamical Model of Neural Scaling Laws ICML 2024 AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer AAAI 2024 A faster and simpler algorithm for learning shallow networks COLT 2024 AFBench: A Large-scale Benchmark for Airfoil Design NeurIPS 2024 Affine Equivariant Networks Based on Differential Invariants CVPR 2024 A Fourier Perspective of Feature Extraction and Adversarial Robustness IJCAI 2024 A Generic and Flexible Regularization Framework for NeRFs WACV 2024 A Hong Kong Sign Language Corpus Collected from Sign-interpreted TV News COLING 2024