Exploring spectro-temporal features in end-to-end convolutional neural networks. On Slicing Sorted Integer Sequences. Warp and Learn: Novel Views Generation for Vehicles and Other Objects. FFA-Net: Feature Fusion Attention Network for Single Image Dehazing. Transductive Zero-Shot Learning with Visual Structure Constraint. Generalisation dynamics of …

The emergence of number and syntax units in LSTM language models. SEAN: Image Synthesis with Semantic Region-Adaptive Normalization. What does a Car-ssette tape tell?. 6-PACK: Category-level 6D Pose Tracker with Anchor-Based Keypoints. Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection. Spotting …

Uncertainty-guided Continual Learning with Bayesian Neural Networks. Continual learning with hypernetworks. Uncertainty-based Continual Learning with Adaptive Regularization. ProbAct: A Probabilistic Activation Function for Deep Neural Networks. Hardware Aware Neural Network Architectures using FbNet. Hierarchically Structured Meta-learning. Improv …

Committee Selection with Attribute Level Preferences. Self-Attentive Adversarial Stain Normalization. Modulating Surrogates for Bayesian Optimization. Universal Dependency Parsing from Scratch. Towards Learning Structure via Consensus for Face Segmentation and Parsing. DeepSpline: Data-Driven Reconstruction of Parametric Curves and Surfaces. Deep L …

Exploring the 3D architectures of deep material network in data-driven multiscale mechanics. Dueling Decoders: Regularizing Variational Autoencoder Latent Spaces. Classification-driven Single Image Dehazing. MC-ISTA-Net: Adaptive Measurement and Initialization and Channel Attention Optimization inspired Neural Network for Compressive Sensing. Ensem …

Learning to Infer User Interface Attributes from Images. VITAL: A Visual Interpretation on Text with Adversarial Learning for Image Labeling. FontGAN: A Unified Generative Framework for Chinese Character Stylization and De-stylization. A New Framework for Query Efficient Active Imitation Learning. Towards Shape Biased Unsupervised Representation Le …

Multiagent Evaluation under Incomplete Information. Full error analysis for the training of deep neural networks. Novelty Detection and Learning from Extremely Weak Supervision. Multiple Style-Transfer in Real-Time. Dataset Growth in Medical Image Analysis Research. FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing Network. The Error-F …

Predicting epileptic seizures using nonnegative matrix factorization. Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization. DHSGAN: An End to End Dehazing Network for Fog and Smoke. Tree Communication Models for Sentiment Analysis. Zero-shot Word Sense Disambiguation using Sense Definition Embeddings. Classifica …

Complaint Analysis and Classification for Economic and Food Safety. Efficient Parameter-Free Clustering Using First Neighbor Relations. Enhancing BERT for Lexical Normalization. Natural Language Generation: Recently Learned Lessons, Directions for Semantic Representation-based Approaches, and the Case of Brazilian Portuguese Language. SpiderBoost a …

Distributionally Robust Optimization Leads to Better Generalization: on SGD and Beyond. Towards Comprehensive Description Generation from Factual Attribute-value Tables. Pingan Smart Health and SJTU at COIN - Shared Task: utilizing Pre-trained Language Models and Common-sense Knowledge in Machine Reading Tasks. BLCU-NLP at COIN-Shared Task1: Stagew …