Architectures

Data Processing Matters: SRPH-Konvergen AI’s Machine Translation System for WMT’21 EMNLP 2021 Dataset Distillation with Infinitely Wide Convolutional Networks NeurIPS 2021 DA-Transformer: Distance-aware Transformer NAACL 2021 DBNet: A Dual-Branch Network Architecture Processing on Spectrum and Waveform for Single-Channel Speech Enhancement Interspeech 2021 DC3: A learning method for optimization with hard constraints ICLR 2021 DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation CVPR 2021 DCT-SNN: Using DCT To Distribute Spatial Information Over Time for Low-Latency Spiking Neural Networks ICCV 2021 Dealing with training and test segmentation mismatch: FBK@IWSLT2021 ACL 2021 Dealing with Typos for BERT-based Passage Retrieval and Ranking EMNLP 2021 DEBERTA: DECODING-ENHANCED BERT WITH DISENTANGLED ATTENTION ICLR 2021 De-Biasing Neural Networks With Estimated Offset for Class Imbalanced Learning WACV 2021 DECA: Deep Viewpoint-Equivariant Human Pose Estimation Using Capsule Autoencoders ICCV 2021 DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks NeurIPS 2021 Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks AAAI 2021 Decision Transformer: Reinforcement Learning via Sequence Modeling NeurIPS 2021 Decomposable-Net: Scalable Low-Rank Compression for Neural Networks IJCAI 2021 De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation ACL 2021 Deconvolutional Networks on Graph Data NeurIPS 2021 Decoupled Dynamic Filter Networks CVPR 2021 Decoupling dynamics and sampling: RNNs for unevenly sampled data and flexible online predictions L4DC 2021 Decoupling the Depth and Scope of Graph Neural Networks NeurIPS 2021 Deep Active Surface Models CVPR 2021 Deep Attention Diffusion Graph Neural Networks for Text Classification EMNLP 2021 Deep Audio-Visual Speech Separation Based on Facial Motion Interspeech 2021 Deep Automatic Natural Image Matting IJCAI 2021