Deep Learning

When Are Solutions Connected in Deep Networks? NeurIPS 2021 When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute EMNLP 2021 When Do Curricula Work? ICLR 2021 When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? NeurIPS 2021 When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021 When Does Gradient Descent with Logistic Loss Find Interpolating Two-Layer Networks? JMLR 2021 When does gradient descent with logistic loss interpolate using deep networks with smoothed ReLU activations? COLT 2021 When Do GANs Replicate? On the Choice of Dataset Size ICCV 2021 When Do You Need Billions of Words of Pretraining Data? ACL 2021 When Expressivity Meets Trainability: Fewer than n Neurons Can Work NeurIPS 2021 When False Positive is Intolerant: End-to-End Optimization with Low FPR for Multipartite Ranking NeurIPS 2021 When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks CVPR 2021 When MAML Can Adapt Fast and How to Assist When It Cannot AISTATS 2021 Where and What? Examining Interpretable Disentangled Representations CVPR 2021 Where Are You Heading? Dynamic Trajectory Prediction With Expert Goal Examples ICCV 2021 Which Mutual-Information Representation Learning Objectives are Sufficient for Control? NeurIPS 2021 Which transformer architecture fits my data? A vocabulary bottleneck in self-attention ICML 2021 Whisper Speech Enhancement Using Joint Variational Autoencoder for Improved Speech Recognition Interspeech 2021 Whitening and Second Order Optimization Both Make Information in the Dataset Unusable During Training, and Can Reduce or Prevent Generalization ICML 2021 WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP 2021 Whitening for Self-Supervised Representation Learning ICML 2021 Whittle Networks: A Deep Likelihood Model for Time Series ICML 2021 Whole-Body Soft-Tissue Lesion Tracking and Segmentation in Longitudinal CT Imaging Studies MIDL 2021 Who You Would Like to Share With? A Study of Share Recommendation in Social E-commerce AAAI 2021 WhyAct: Identifying Action Reasons in Lifestyle Vlogs EMNLP 2021