Model Architecture

Sound Event Detection in Multichannel Audio Using Convolutional Time-Frequency-Channel Squeeze and Excitation Interspeech 2019 SparseMask: Differentiable Connectivity Learning for Dense Image Prediction ICCV 2019 Splitting Steepest Descent for Growing Neural Architectures NeurIPS 2019 SPoD-Net: Fast Recovery of Microscopic Images Using Learned ISTA ACML 2019 SpotTune: Transfer Learning Through Adaptive Fine-Tuning CVPR 2019 SRM: A Style-Based Recalibration Module for Convolutional Neural Networks ICCV 2019 SSN: Learning Sparse Switchable Normalization via SparsestMax CVPR 2019 STAR-Caps: Capsule Networks with Straight-Through Attentive Routing NeurIPS 2019 Star-Transformer NAACL 2019 Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers NeurIPS 2019 Structure Learning for Neural Module Networks EMNLP 2019 Sub-Band Convolutional Neural Networks for Small-Footprint Spoken Term Classification Interspeech 2019 Superposition of many models into one NeurIPS 2019 Super Sparse Convolutional Neural Networks AAAI 2019 Surround Modulation: A Bio-inspired Connectivity Structure for Convolutional Neural Networks NeurIPS 2019 TECHSSN at SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Tweets using Deep Neural Networks SemEval 2019 Temporal FiLM: Capturing Long-Range Sequence Dependencies with Feature-Wise Modulations. NeurIPS 2019 Temporal Graph Convolutional Networks for Automatic Seizure Detection MLHC 2019 Temporal Video Analyzer (TVAN): Efficient Temporal Video Analysis for Robust Video Description and Search AAAI 2019 TensorLy: Tensor Learning in Python JMLR 2019 Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems NAACL 2019 The Active-Filler Strategy in a Move-Eager Left-Corner Minimalist Grammar Parser NAACL 2019 The Evolved Transformer ICML 2019 The Goldilocks Zone: Towards Better Understanding of Neural Network Loss Landscapes AAAI 2019 The Laplacian in RL: Learning Representations with Efficient Approximations ICLR 2019