Neural Networks

A Hybrid Global-Local Perception Network for Lane Detection AAAI 2024 AID: Attention Interpolation of Text-to-Image Diffusion NeurIPS 2024 AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction ICLR 2024 AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings CVPR 2024 Ai-sampler: Adversarial Learning of Markov kernels with involutive maps ICML 2024 A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks NeurIPS 2024 Alias-Free Mamba Neural Operator NeurIPS 2024 A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder IJCAI 2024 AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis CVPR 2024 A Linear Time and Space Local Point Cloud Geometry Encoder via Vectorized Kernel Mixture (VecKM) ICML 2024 All Neural Low-latency Directional Speech Extraction Interspeech 2024 Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction NeurIPS 2024 A Local-Ascending-Global Learning Strategy for Brain-Computer Interface AAAI 2024 Alpha Invariance: On Inverse Scaling Between Distance and Volume Density in Neural Radiance Fields CVPR 2024 AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization AAAI 2024 Amortized Fourier Neural Operators NeurIPS 2024 An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness NeurIPS 2024 Analysing relevance of Discourse Structure for Improved Mental Health Estimation EACL 2024 Analysis of Glyph and Writing System Similarities Using Siamese Neural Networks COLING 2024 Analyzing Few-Shot Neural Architecture Search in a Metric-Driven Framework AutoML 2024 Analyzing Finetuned Vision Models for Mixtec Codex Interpretation NAACL 2024 An Analytic Solution to Covariance Propagation in Neural Networks AISTATS 2024 Anatomically Constrained Implicit Face Models CVPR 2024 An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain AAAI 2024 An efficient text augmentation approach for contextualized Mandarin speech recognition Interspeech 2024