Neural Networks

Continuous Rotation Group Equivariant Network Inspired by Neural Population Coding AAAI 2024 Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation NeurIPS 2024 Contrastive Entity Coreference and Disambiguation for Historical Texts EMNLP 2024 Contributing Dimension Structure of Deep Feature for Coreset Selection AAAI 2024 Controlled maximal variability along with reliable performance in recurrent neural networks NeurIPS 2024 Convex Relaxations of ReLU Neural Networks Approximate Global Optima in Polynomial Time ICML 2024 ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy ICML 2024 Convolutional Channel-Wise Competitive Learning for the Forward-Forward Algorithm AAAI 2024 Convolutional Deep Kernel Machines ICLR 2024 Convolutional Differentiable Logic Gate Networks NeurIPS 2024 Convolutional Spectral Kernel Learning with Generalization Guarantees (Abstract Reprint) AAAI 2024 COPD-FlowNet: Elevating Non-invasive COPD Diagnosis with CFD Simulations (Student Abstract) AAAI 2024 Copula-Nested Spectral Kernel Network ICML 2024 Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder ICML 2024 CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks ICML 2024 CoSW: Conditional Sample Weighting for Smoke Segmentation with Label Noise NeurIPS 2024 Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning NeurIPS 2024 Coupled Mamba: Enhanced Multimodal Fusion with Coupled State Space Model NeurIPS 2024 CPP-Net: Embracing Multi-Scale Feature Fusion into Deep Unfolding CP-PPA Network for Compressive Sensing CVPR 2024 Critical feature learning in deep neural networks ICML 2024 CRONOS: Enhancing Deep Learning with Scalable GPU Accelerated Convex Neural Networks NeurIPS 2024 Cross-Attention-Guided WaveNet for EEG-to-MEL Spectrogram Reconstruction Interspeech 2024 Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer AAAI 2024 CrystalBox: Future-Based Explanations for Input-Driven Deep RL Systems AAAI 2024 CuReD: Deep Learning Optical Character Recognition for Cuneiform Text Editions and Legacy Materials ACL 2024