Neural Networks

Polynomially Over-Parameterized Convolutional Neural Networks Contain Structured Strong Winning Lottery Tickets NeurIPS 2023 Predicting Temporal Sets with Simplified Fully Connected Networks AAAI 2023 Prefix Search Decoding for RNN Transducers Interspeech 2023 PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search ICML 2023 Principled Weight Initialisation for Input-Convex Neural Networks NeurIPS 2023 PRN: Panoptic Refinement Network WACV 2023 Probabilistic Categorical Adversarial Attack and Adversarial Training ICML 2023 Probabilistic Verification of ReLU Neural Networks via Characteristic Functions L4DC 2023 Probing Neural Representations of Scene Perception in a Hippocampally Dependent Task Using Artificial Neural Networks CVPR 2023 Progressive Deep Multi-View Comprehensive Representation Learning AAAI 2023 Progressive Learning for Physics-informed Neural Motion Planning RSS 2023 Progressive Neighbor Consistency Mining for Correspondence Pruning CVPR 2023 Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning ICLR 2023 PROMINET: Prototype-based Multi-View Network for Interpretable Email Response Prediction EMNLP 2023 Protein Sequence and Structure Co-Design with Equivariant Translation ICLR 2023 ProtoShotXAI: Using Prototypical Few-Shot Architecture for Explainable AI JMLR 2023 Prototype-Based Interpretability for Legal Citation Prediction ACL 2023 Prototypical Residual Networks for Anomaly Detection and Localization CVPR 2023 Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs NeurIPS 2023 Provable Data Subset Selection For Efficient Neural Networks Training ICML 2023 Provable Defense Against Geometric Transformations ICLR 2023 Provable Guarantees for Neural Networks via Gradient Feature Learning NeurIPS 2023 Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks NeurIPS 2023 Provably and Practically Efficient Neural Contextual Bandits ICML 2023 Pseudo-Siamese Network based Timbre-reserved Black-box Adversarial Attack in Speaker Identification Interspeech 2023