Neural Networks

Predictive auxiliary objectives in deep RL mimic learning in the brain ICLR 2024 Pre-training Neural Transducer-based Streaming Voice Conversion for Faster Convergence and Alignment-free Training Interspeech 2024 Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks AISTATS 2024 Privacy-Preserving Face Recognition Using Trainable Feature Subtraction CVPR 2024 Privacy-Preserving Optics for Enhancing Protection in Face De-Identification CVPR 2024 Probabilistic Calibration by Design for Neural Network Regression AISTATS 2024 Probablistic Emulation of a Global Climate Model with Spherical DYffusion NeurIPS 2024 Probing the 3D Awareness of Visual Foundation Models CVPR 2024 Progress-Aware Online Action Segmentation for Egocentric Procedural Task Videos CVPR 2024 Progressive Fourier Neural Representation for Sequential Video Compilation ICLR 2024 Progressive High-Frequency Reconstruction for Pan-Sharpening with Implicit Neural Representation AAAI 2024 PromptFusion: Decoupling Stability and Plasticity for Continual Learning ECCV 2024 Prompt Learning with Quaternion Networks ICLR 2024 Protein Conformation Generation via Force-Guided SE(3) Diffusion Models ICML 2024 ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data ICML 2024 Provable Accelerated Convergence of Nesterov’s Momentum for Deep ReLU Neural Networks ALT 2024 Provable Benefits of Complex Parameterizations for Structured State Space Models NeurIPS 2024 Provable Benefits of Local Steps in Heterogeneous Federated Learning for Neural Networks: A Feature Learning Perspective ICML 2024 Provable Editing of Deep Neural Networks using Parametric Linear Relaxation NeurIPS 2024 Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks ICML 2024 Provable Tempered Overfitting of Minimal Nets and Typical Nets NeurIPS 2024 Provably Efficient CVaR RL in Low-rank MDPs ICLR 2024 Provably Neural Active Learning Succeeds via Prioritizing Perplexing Samples ICML 2024 PTaRL: Prototype-based Tabular Representation Learning via Space Calibration ICLR 2024 ptwt - The PyTorch Wavelet Toolbox JMLR 2024