Architectures

Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders JMLR 2021 Nonlinear state-space identification using deep encoder networks L4DC 2021 Nonseparable Symplectic Neural Networks ICLR 2021 Non-Verbal Vocalisation and Laughter Detection Using Sequence-to-Sequence Models and Multi-Label Training Interspeech 2021 Normalization Matters in Weakly Supervised Object Localization ICCV 2021 Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks AAAI 2021 Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition NeurIPS 2021 Not All Low-Pass Filters are Robust in Graph Convolutional Networks NeurIPS 2021 Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021 Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations EMNLP 2021 Not All Operations Contribute Equally: Hierarchical Operation-Adaptive Predictor for Neural Architecture Search ICCV 2021 Not all parameters are born equal: Attention is mostly what you need EMNLP 2021 Not Quite There Yet: Combining Analogical Patterns and Encoder-Decoder Networks for Cognitively Plausible Inflection ACL 2021 Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations EMNLP 2021 NP-DRAW: A Non-Parametric Structured Latent Variable Model for Image Generation UAI 2021 NPVec1: Word Embeddings for Nepali - Construction and Evaluation ACL 2021 NTopo: Mesh-free Topology Optimization using Implicit Neural Representations NeurIPS 2021 NVIDIA NeMo’s Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21 EMNLP 2021 Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention AAAI 2021 OadTR: Online Action Detection With Transformers ICCV 2021 Object-Centric Image Generation from Layouts AAAI 2021 Object DGCNN: 3D Object Detection using Dynamic Graphs NeurIPS 2021 OCHADAI at SMM4H-2021 Task 5: Classifying self-reporting tweets on potential cases of COVID-19 by ensembling pre-trained language models NAACL 2021 ODAM: Object Detection, Association, and Mapping Using Posed RGB Video ICCV 2021 Offline Contextual Bandits with Overparameterized Models ICML 2021