Techniques

UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database AACL 2020 UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training ICML 2020 Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers EMNLP 2020 Up or Down? Adaptive Rounding for Post-Training Quantization ICML 2020 UPSTAGE: Unsupervised Context Augmentation for Utterance Classification in Patient-Provider Communication MLHC 2020 URNet: User-Resizable Residual Networks with Conditional Gating Module AAAI 2020 Using Pre-Trained Transformer for Better Lay Summarization EMNLP 2020 Vector-Based Attentive Pooling for Text-Independent Speaker Verification Interspeech 2020 Video Person Re-ID: Fantastic Techniques and Where to Find Them (Student Abstract) AAAI 2020 Visual Commonsense R-CNN CVPR 2020 Visualizing Deep Networks by Optimizing with Integrated Gradients AAAI 2020 Visual-Textual Alignment for Graph Inference in Visual Dialog COLING 2020 VL-BERT: Pre-training of Generic Visual-Linguistic Representations ICLR 2020 Voice Transformer Network: Sequence-to-Sequence Voice Conversion Using Transformer with Text-to-Speech Pretraining Interspeech 2020 Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains EMNLP 2020 Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions CVPR 2020 wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations NeurIPS 2020 Weakly Supervised Medication Regimen Extraction from Medical Conversations EMNLP 2020 Weakly-Supervised Video Re-Localization with Multiscale Attention Model AAAI 2020 What Deep CNNs Benefit From Global Covariance Pooling: An Optimization Perspective CVPR 2020 What Does BERT with Vision Look At? ACL 2020 What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding EMNLP 2020 What Have We Achieved on Text Summarization? EMNLP 2020 What if Neural Networks had SVDs? NeurIPS 2020 When NAS Meets Robustness: In Search of Robust Architectures Against Adversarial Attacks CVPR 2020