Neural Networks

CamoFocus: Enhancing Camouflage Object Detection With Split-Feature Focal Modulation and Context Refinement WACV 2024 Can Implicit Bias Imply Adversarial Robustness? ICML 2024 Can neural operators always be continuously discretized? NeurIPS 2024 Can we get the best of both Binary Neural Networks and Spiking Neural Networks for Efficient Computer Vision? ICLR 2024 CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation CVPR 2024 CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition AAAI 2024 Cascade of phase transitions in the training of energy-based models NeurIPS 2024 Causality-enhanced Discreted Physics-informed Neural Networks for Predicting Evolutionary Equations IJCAI 2024 Causal-StoNet: Causal Inference for High-Dimensional Complex Data ICLR 2024 CELI: Simple yet Effective Approach to Enhance Out-of-Domain Generalization of Cross-Encoders. NAACL 2024 Certified Adversarial Robustness for Rate Encoded Spiking Neural Networks ICLR 2024 CGAPoseNet+GCAN: A Geometric Clifford Algebra Network for Geometry-Aware Camera Pose Regression WACV 2024 Characterizing ResNet’s Universal Approximation Capability ICML 2024 Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks JMLR 2024 Classification with Deep Neural Networks and Logistic Loss JMLR 2024 Cleaner Pretraining Corpus Curation with Neural Web Scraping ACL 2024 CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks ICML 2024 Clifford-Steerable Convolutional Neural Networks ICML 2024 CliffPhys: Camera-based Respiratory Measurement using Clifford Neural Networks ECCV 2024 ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs ICLR 2024 CLIP in Mirror: Disentangling text from visual images through reflection NeurIPS 2024 Clustered Federated Learning via Gradient-based Partitioning ICML 2024 CMG-Net: Robust Normal Estimation for Point Clouds via Chamfer Normal Distance and Multi-Scale Geometry AAAI 2024 Coarse-To-Fine Tensor Trains for Compact Visual Representations ICML 2024 Codebook Features: Sparse and Discrete Interpretability for Neural Networks ICML 2024