Model Architecture

Multi Resolution Analysis (MRA) for Approximate Self-Attention ICML 2022 Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation ICLR 2022 NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks NeurIPS 2022 NASI: Label- and Data-agnostic Neural Architecture Search at Initialization ICLR 2022 NASPY: Automated Extraction of Automated Machine Learning Models ICLR 2022 NAS-SCAE: Searching Compact Attention-based Encoders For End-to-end Automatic Speech Recognition Interspeech 2022 NASViT: Neural Architecture Search for Efficient Vision Transformers with Gradient Conflict aware Supernet Training ICLR 2022 Network Augmentation for Tiny Deep Learning ICLR 2022 Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo WACV 2022 NeuralArTS: Structuring Neural Architecture Search with Type Theory (Student Abstract) AAAI 2022 Neural Circuit Architectural Priors for Embodied Control NeurIPS 2022 Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence NeurIPS 2022 Neural Models for Output-Space Invariance in Combinatorial Problems ICLR 2022 Neural Network Architecture Beyond Width and Depth NeurIPS 2022 Neural Network Weights Do Not Converge to Stationary Points: An Invariant Measure Perspective ICML 2022 Neural Parameter Allocation Search ICLR 2022 Neural Subgraph Explorer: Reducing Noisy Information via Target-oriented Syntax Graph Pruning IJCAI 2022 Neuron with Steady Response Leads to Better Generalization NeurIPS 2022 Noise Attention Learning: Enhancing Noise Robustness by Gradient Scaling NeurIPS 2022 NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights AAAI 2022 NoisyTune: A Little Noise Can Help You Finetune Pretrained Language Models Better ACL 2022 Non-deep Networks NeurIPS 2022 Not All Bits have Equal Value: Heterogeneous Precisions via Trainable Noise NeurIPS 2022 Objective Metrics to Evaluate Residual-Echo Suppression During Double-Talk in the Stereophonic Case Interspeech 2022 Occlusion-Robust Face Alignment Using a Viewpoint-Invariant Hierarchical Network Architecture CVPR 2022