Deep Learning

Implicit Geometric Regularization for Learning Shapes ICML 2020 Implicit Graph Neural Networks NeurIPS 2020 Implicit Neural Representations with Periodic Activation Functions NeurIPS 2020 Implicit Rank-Minimizing Autoencoder NeurIPS 2020 Implicit regularization for deep neural networks driven by an Ornstein-Uhlenbeck like process COLT 2020 Implicit Skills Extraction Using Document Embedding and Its Use in Job Recommendation AAAI 2020 Importance-Aware Learning for Neural Headline Editing AAAI 2020 Improved Few-Shot Visual Classification CVPR 2020 Improved Guided Source Separation Integrated with a Strong Back-End for the CHiME-6 Dinner Party Scenario Interspeech 2020 Improved Knowledge Distillation via Teacher Assistant AAAI 2020 Improved memory in recurrent neural networks with sequential non-normal dynamics ICLR 2020 Improved Natural Language Generation via Loss Truncation ACL 2020 Improved Prosody from Learned F0 Codebook Representations for VQ-VAE Speech Waveform Reconstruction Interspeech 2020 Improved RawNet with Feature Map Scaling for Text-Independent Speaker Verification Using Raw Waveforms Interspeech 2020 Improved Sample Complexities for Deep Neural Networks and Robust Classification via an All-Layer Margin ICLR 2020 Improved Speech Enhancement Using a Time-Domain GAN with Mask Learning Interspeech 2020 Improved Speech Enhancement Using TCN with Multiple Encoder-Decoder Layers Interspeech 2020 Improved Speech Representations with Multi-Target Autoregressive Predictive Coding ACL 2020 Improved Techniques for Training Score-Based Generative Models NeurIPS 2020 Improved Training Strategies for End-to-End Speech Recognition in Digital Voice Assistants Interspeech 2020 Improved Variational Bayesian Phylogenetic Inference with Normalizing Flows NeurIPS 2020 Improved Visual-Semantic Alignment for Zero-Shot Object Detection AAAI 2020 Improve Transformer Models with Better Relative Position Embeddings EMNLP 2020 Improving Abstractive Dialogue Summarization with Graph Structures and Topic Words COLING 2020 Improving Action Segmentation via Graph-Based Temporal Reasoning CVPR 2020