Neural Networks

A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors ICLR 2024 Asymptotics of feature learning in two-layer networks after one gradient-step ICML 2024 Asymptotics of Learning with Deep Structured (Random) Features ICML 2024 A Tensor Decomposition Perspective on Second-order RNNs ICML 2024 A Theoretical Analysis of Backdoor Poisoning Attacks in Convolutional Neural Networks ICML 2024 A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks ICML 2024 Attention-augmented X-vectors for the Evaluation of Mimicked Speech Using Sparse Autoencoder-LSTM framework Interspeech 2024 Attention-Guided Contrastive Role Representations for Multi-agent Reinforcement Learning ICLR 2024 Attention Modules Improve Image-Level Anomaly Detection for Industrial Inspection: A DifferNet Case Study WACV 2024 AttNS: Attention-Inspired Numerical Solving For Limited Data Scenarios ICML 2024 A two-scale Complexity Measure for Deep Learning Models NeurIPS 2024 Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations Interspeech 2024 Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification AAAI 2024 Augmented Neural Fine-tuning for Efficient Backdoor Purification ECCV 2024 A Unified Adaptive Testing System Enabled by Hierarchical Structure Search ICML 2024 A Unified Approach for Text- and Image-guided 4D Scene Generation CVPR 2024 A Unified Environmental Network for Pedestrian Trajectory Prediction AAAI 2024 Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks ICML 2024 Automated Deep Learning for load forecasting AutoML 2024 Automated Natural Language Explanation of Deep Visual Neurons with Large Models (Student Abstract) AAAI 2024 Autonomous Driving with Spiking Neural Networks NeurIPS 2024 Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification COLING 2024 AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting NeurIPS 2024 Average gradient outer product as a mechanism for deep neural collapse NeurIPS 2024 A Walsh Hadamard Derived Linear Vector Symbolic Architecture NeurIPS 2024