Techniques

MultiQuant: Training Once for Multi-bit Quantization of Neural Networks IJCAI 2022 Multi Resolution Analysis (MRA) for Approximate Self-Attention ICML 2022 Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation ICLR 2022 MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving NAACL 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 Natural Language to Code Translation with Execution EMNLP 2022 NCUEE-NLP@SMM4H’22: Classification of Self-reported Chronic Stress on Twitter Using Ensemble Pre-trained Transformer Models COLING 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 Attentive Circuits NeurIPS 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 Neural Window Fully-Connected CRFs for Monocular Depth Estimation CVPR 2022 Neuron with Steady Response Leads to Better Generalization NeurIPS 2022 NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning ICLR 2022