Neural Networks

A Differentiable Point Process with Its Application to Spiking Neural Networks ICML 2021 Adjusting for Autocorrelated Errors in Neural Networks for Time Series NeurIPS 2021 Adult Content Detection on Arabic Twitter: Analysis and Experiments EACL 2021 Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples WACV 2021 Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles AAAI 2021 Adversarial Examples in Multi-Layer Random ReLU Networks NeurIPS 2021 Adversarial Generation of Continuous Images CVPR 2021 Adversarial Robustness Guarantees for Random Deep Neural Networks ICML 2021 Adversarial Robustness through Disentangled Representations AAAI 2021 AdvRush: Searching for Adversarially Robust Neural Architectures ICCV 2021 A Dynamical View on Optimization Algorithms of Overparameterized Neural Networks AISTATS 2021 A Framework to Learn with Interpretation NeurIPS 2021 A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration ICML 2021 A Functional Approach to Rotation Equivariant Non-Linearities for Tensor Field Networks. CVPR 2021 A Functional Perspective on Learning Symmetric Functions with Neural Networks ICML 2021 AGENT: A Benchmark for Core Psychological Reasoning ICML 2021 A Geometric Analysis of Neural Collapse with Unconstrained Features NeurIPS 2021 Aggregation With Feature Detection ICCV 2021 A Good Image Generator Is What You Need for High-Resolution Video Synthesis ICLR 2021 A Hybrid Frequency-Spatial Domain Model for Sparse Image Reconstruction in Scanning Transmission Electron Microscopy ICCV 2021 A Latent Transformer for Disentangled Face Editing in Images and Videos ICCV 2021 A Law of Robustness for Two-Layers Neural Networks COLT 2021 A Light-Weight Contextual Spelling Correction Model for Customizing Transducer-Based Speech Recognition Systems Interspeech 2021 Aligning Artificial Neural Networks and Ontologies towards Explainable AI AAAI 2021 Alleviating Over-Segmentation Errors by Detecting Action Boundaries WACV 2021