Neural Networks

HIT: Estimating Internal Human Implicit Tissues from the Body Surface CVPR 2024 HMD-Poser: On-Device Real-time Human Motion Tracking from Scalable Sparse Observations CVPR 2024 Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection AISTATS 2024 HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection NeurIPS 2024 How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective ICML 2024 How does Gradient Descent Learn Features --- A Local Analysis for Regularized Two-Layer Neural Networks NeurIPS 2024 How does PDE order affect the convergence of PINNs? NeurIPS 2024 How Do Hyenas Deal with Human Speech? Speech Recognition and Translation with ConfHyena COLING 2024 How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio? Interspeech 2024 How Effective Are State Space Models for Machine Translation? EMNLP 2024 How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression UAI 2024 How many classifiers do we need? NeurIPS 2024 How to Train Neural Field Representations: A Comprehensive Study and Benchmark CVPR 2024 How Two-Layer Neural Networks Learn, One (Giant) Step at a Time JMLR 2024 How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachers ICML 2024 HTCCN: Temporal Causal Convolutional Networks with Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs NAACL 2024 HumanNeRF-SE: A Simple yet Effective Approach to Animate HumanNeRF with Diverse Poses CVPR 2024 HumMUSS: Human Motion Understanding using State Space Models CVPR 2024 Hyb-NeRF: A Multiresolution Hybrid Encoding for Neural Radiance Fields WACV 2024 Hybrid Frequency Modulation Network for Image Restoration IJCAI 2024 Hybrid Mamba for Few-Shot Segmentation NeurIPS 2024 HybridNeRF: Efficient Neural Rendering via Adaptive Volumetric Surfaces CVPR 2024 Hybrid Neural Representations for Spherical Data ICML 2024 Hyperbolic Anomaly Detection CVPR 2024 Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin WACV 2024