Techniques

Is normalization indispensable for training deep neural network? NeurIPS 2020 Is Pruning Compression?: Investigating Pruning Via Network Layer Similarity WACV 2020 ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding NeurIPS 2020 Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine Translation EMNLP 2020 It’s Morphin’ Time! Combating Linguistic Discrimination with Inflectional Perturbations ACL 2020 JAX MD: A Framework for Differentiable Physics NeurIPS 2020 JDI-T: Jointly Trained Duration Informed Transformer for Text-To-Speech without Explicit Alignment Interspeech 2020 Joint Demosaicing and Denoising With Self Guidance CVPR 2020 Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation ACL 2020 Joint Time-Frequency and Time Domain Learning for Speech Enhancement IJCAI 2020 KAFK at SemEval-2020 Task 12: Checkpoint Ensemble of Transformers for Hate Speech Classification SemEval 2020 KAFK at SemEval-2020 Task 8: Extracting Features from Pre-trained Neural Networks to Classify Internet Memes SemEval 2020 Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps ICLR 2020 KDELAB at SemEval-2020 Task 12: A System for Estimating Aggression of Tweets Using Two Layers of BERT Features SemEval 2020 KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug Reactions COLING 2020 Knowledge Consistency between Neural Networks and Beyond ICLR 2020 Knowledge Graph Embedding with Atrous Convolution and Residual Learning COLING 2020 Kornia: an Open Source Differentiable Computer Vision Library for PyTorch WACV 2020 L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks CVPR 2020 LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression COLING 2020 Language-Conditioned Feature Pyramids for Visual Selection Tasks EMNLP 2020 Large Batch Optimization for Deep Learning: Training BERT in 76 minutes ICLR 2020 Large-Scale Adversarial Training for Vision-and-Language Representation Learning NeurIPS 2020 LAST at SemEval-2020 Task 10: Finding Tokens to Emphasise in Short Written Texts with Precomputed Embedding Models and LightGBM SemEval 2020 Latent Alignment of Procedural Concepts in Multimodal Recipes ACL 2020