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hierarchical feature learning

22 papers

Papers

A Network of Biologically Inspired Rectified Spectral Units (ReSUs) Learns Hierarchical Features Without Error Backpropagation AAAI 2026 Provable Learning of Random Hierarchy Models and Hierarchical Shallow-to-Deep Chaining COLT 2026 Resource Efficient Sleep Staging via Multi-Level Masking and Prompt Learning AAAI 2026 Learning Hierarchical Polynomials of Multiple Nonlinear Features ICLR 2025 SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images ICCV 2025 Scalable Hierarchical Deep Neural Network for Time Series Analysis in Wearable Sensor-based Human Activity Recognition AAAI 2025 Learning Deep Hierarchical Features with Spatial Regularization for One-Class Facial Expression Recognition AAAI 2023 Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022 Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization CVPR 2020 TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation NeurIPS 2020 Hierarchical Deep Feature Learning for Decoding Imagined Speech from EEG AAAI 2019 Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective AAAI 2019 SWAP at SemEval-2019 Task 3: Emotion detection in conversations through Tweets, CNN and LSTM deep neural networks SemEval 2019 Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech Interspeech 2018 SPLATNet: Sparse Lattice Networks for Point Cloud Processing CVPR 2018 PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space NeurIPS 2017 DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection CVPR 2016 Factors in Finetuning Deep Model for Object Detection With Long-Tail Distribution CVPR 2016 Hierarchically Gated Deep Networks for Semantic Segmentation CVPR 2016 Convolutional-Recursive Deep Learning for 3D Object Classification NeurIPS 2012 Hierarchical Modeling of Local Image Features through L_p-Nested Symmetric Distributions NeurIPS 2009 Sparse deep belief net model for visual area V2 NeurIPS 2007