Neural Networks

Harder Task Needs More Experts: Dynamic Routing in MoE Models ACL 2024 Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks COLT 2024 Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis ICML 2024 Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition ICML 2024 Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models AAAI 2024 Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning ICML 2024 Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification AAAI 2024 Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification AAAI 2024 HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting AAAI 2024 HDMNet: A Hierarchical Matching Network With Double Attention for Large-Scale Outdoor LiDAR Point Cloud Registration WACV 2024 HDRFlow: Real-Time HDR Video Reconstruction with Large Motions CVPR 2024 HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data NeurIPS 2024 Hear You Say You: An Efficient Framework for Marine Mammal Sounds’ Classification AAAI 2024 Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks ICLR 2024 HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction ICML 2024 HiCoM: Hierarchical Coherent Motion for Dynamic Streamable Scenes with 3D Gaussian Splatting NeurIPS 2024 Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks ICML 2024 Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds CVPR 2024 Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling ICML 2024 HiFi4G: High-Fidelity Human Performance Rendering via Compact Gaussian Splatting CVPR 2024 High-dimensional SGD aligns with emerging outlier eigenspaces ICLR 2024 High-Fidelity 3D Head Avatars Reconstruction through Spatially-Varying Expression Conditioned Neural Radiance Field AAAI 2024 Highly Intelligible Speaker-Independent Articulatory Synthesis Interspeech 2024 High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost ICML 2024 HiLo: Detailed and Robust 3D Clothed Human Reconstruction with High-and Low-Frequency Information of Parametric Models CVPR 2024