ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation. Stance Detection Benchmark: How Robust Is Your Stance Detection?. Modeling ASR Ambiguity for Dialogue State Tracking Using Word Confusion Networks. Plato Dialogue System: A Flexible Conversational AI Research Platform. Two-Stream Aural-Visual Affect Analysis in the Wild. Cli …

Self-guided Approximate Linear Programs. Predicting trends in the quality of state-of-the-art neural networks without access to training or testing data. Improved Techniques for Training Single-Image GANs. A C Code Generator for Fast Inference and Simple Deployment of Convolutional Neural Networks on Resource Constrained Systems. Image Fine-grained …

Unsupervised Pidgin Text Generation By Pivoting English Data and Self-Training. Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization. Extracting dispersion curves from ambient noise correlations using deep learning. Differentiating through the Fréchet Mean. Classification of Chest Diseases using Wavelet Transforms …

A Sample Selection Approach for Universal Domain Adaptation. Lifting Interpretability-Performance Trade-off via Automated Feature Engineering. Compositional ADAM: An Adaptive Compositional Solver. Local Nonparametric Meta-Learning. Geometric Dataset Distances via Optimal Transport. Revisiting Meta-Learning as Supervised Learning. Learning to Recons …

Mutual Learning Network for Multi-Source Domain Adaptation. Learning Invariant Representation for Unsupervised Image Restoration. Conversational Structure Aware and Context Sensitive Topic Model for Online Discussions. From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization. REALM: Retrieval-Au …

Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees. FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution. The large learning rate phase of deep learning: the catapult mechanism. Semi-Supervised StyleGAN for Disentanglement Learning. Global and Local Feature L …

Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing. Estimating counterfactual treatment outcomes over time through adversarially balanced representations. Generalized Convolutional Forest Networks for Domain Generalization and Visual Recognition. Hypermodels for Exploration. SpikeGrad: An ANN-equiv …

Machine Truth Serum. Adversarial training with perturbation generator networks. Conditional Invertible Neural Networks for Guided Image Generation. To Relieve Your Headache of Training an MRF, Take AdVIL. Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading Comprehension. Incorporating BERT into Neura …

Neural networks with motivation. Unsupervised Disentanglement of Pose, Appearance and Background from Images and Videos. Physics-as-Inverse-Graphics: Unsupervised Physical Parameter Estimation from Video. The Logical Expressiveness of Graph Neural Networks. Iterative energy-based projection on a normal data manifold for anomaly localization. Size-f …