Neural Networks

Surrogate Module Learning: Reduce the Gradient Error Accumulation in Training Spiking Neural Networks ICML 2023 SVD-DIP: Overcoming the Overfitting Problem in DIP-based CT Reconstruction MIDL 2023 SVDFormer: Complementing Point Cloud via Self-view Augmentation and Self-structure Dual-generator ICCV 2023 SwinLSTM: Improving Spatiotemporal Prediction Accuracy using Swin Transformer and LSTM ICCV 2023 Switch-NeRF: Learning Scene Decomposition with Mixture of Experts for Large-scale Neural Radiance Fields ICLR 2023 SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-Time Performance on Mobile Device ICCV 2023 Symmetric Pruning in Quantum Neural Networks ICLR 2023 Symmetries, Flat Minima, and the Conserved Quantities of Gradient Flow ICLR 2023 Synthetic Data, Real Errors: How (Not) to Publish and Use Synthetic Data ICML 2023 Synthetic Voice Spoofing Detection based on Feature Pyramid Conformer Interspeech 2023 System Identification of Neural Systems: If We Got It Right, Would We Know? ICML 2023 TabCaps: A Capsule Neural Network for Tabular Data Classification with BoW Routing ICLR 2023 Tanh Works Better with Asymmetry NeurIPS 2023 TAN Without a Burn: Scaling Laws of DP-SGD ICML 2023 Targeted Adversarial Attacks against Neural Network Trajectory Predictors L4DC 2023 Team Error Point at BLP-2023 Task 2: A Comparative Exploration of Hybrid Deep Learning and Machine Learning Approach for Advanced Sentiment Analysis Techniques. EMNLP 2023 Ted: Tree delineation with reduced dimensions using entropy and deep learning ACML 2023 Temporal-Coded Spiking Neural Networks with Dynamic Firing Threshold: Learning with Event-Driven Backpropagation ICCV 2023 Temporal Interpolation Is All You Need for Dynamic Neural Radiance Fields CVPR 2023 TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities ACL 2023 TensorNet: Cartesian Tensor Representations for Efficient Learning of Molecular Potentials NeurIPS 2023 Test-Time Adaptation via Self-Training with Nearest Neighbor Information ICLR 2023 TFAN: Temporal-Feature correlations Attention-based Network for Urban Air Quality Prediction using Data Fusion technology ACML 2023 TFECN: Time-Frequency Enhanced ConvNet for Audio Classification Interspeech 2023 The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist IJCAI 2023