Deep Learning

Understanding and Mitigating the Tradeoff between Robustness and Accuracy ICML 2020 Understanding and Robustifying Differentiable Architecture Search ICLR 2020 Understanding and Stabilizing GANs’ Training Dynamics Using Control Theory ICML 2020 Understanding Architectures Learnt by Cell-based Neural Architecture Search ICLR 2020 Understanding Attention for Text Classification ACL 2020 Understanding Deep Architecture with Reasoning Layer NeurIPS 2020 Understanding Double Descent Requires A Fine-Grained Bias-Variance Decomposition NeurIPS 2020 Understanding Generalization in Deep Learning via Tensor Methods AISTATS 2020 Understanding Generalization in Neural Networks for Robustness against Adversarial Vulnerabilities AAAI 2020 Understanding Human Hands in Contact at Internet Scale CVPR 2020 Understanding Knowledge Distillation in Non-autoregressive Machine Translation ICLR 2020 Understanding Procedural Text using Interactive Entity Networks EMNLP 2020 Understanding Self-Attention of Self-Supervised Audio Transformers Interspeech 2020 Understanding spiking networks through convex optimization NeurIPS 2020 Understanding tables with intermediate pre-training EMNLP 2020 Understanding the Difficulty of Training Transformers EMNLP 2020 Understanding the Disharmony between Weight Normalization Family and Weight Decay AAAI 2020 Understanding the Impact of Model Incoherence on Convergence of Incremental SGD with Random Reshuffle ICML 2020 Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models AISTATS 2020 Understanding the Language of Political Agreement and Disagreement in Legislative Texts ACL 2020 Understanding the Limitations of Conditional Generative Models ICLR 2020 Understanding the Limitations of Variational Mutual Information Estimators ICLR 2020 Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning EMNLP 2020 Understanding the Role of Training Regimes in Continual Learning NeurIPS 2020 Understanding Why Neural Networks Generalize Well Through GSNR of Parameters ICLR 2020