On Statistical Optimality of Variational Bayes. Adversarial Robustness: Softmax versus Openmax. CNN based Learning using Reflection and Retinex Models for Intrinsic Image Decomposition. Toward Geometric Deep SLAM. Of the People: Voting Is More Effective with Representative Candidates. Strong Baselines for Simple Question Answering over Knowledge Gr …

Event Representations with Tensor-based Compositions. Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification. SGD for robot motion? The effectiveness of stochastic optimization on a new benchmark for biped locomotion tasks. NormFace: L2 Hypersphere Embedding for Face Verification. Predicting Visual Features f …

Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples. Selective Deep Convolutional Features for Image Retrieval. Calibrated Boosting-Forest. Gaussian Prototypical Networks for Few-Shot Learning on Omniglot. Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks …

Machine Teaching: A New Paradigm for Building Machine Learning Systems. Attention-Based Multimodal Fusion for Video Description. A Mathematical Programming Approach for Integrated Multiple Linear Regression Subset Selection and Validation. Closed-Loop Policies for Operational Tests of Safety-Critical Systems. Extracting Core Claims from Scientific …

A projection pursuit framework for testing general high-dimensional hypothesis. Attention-Based End-to-End Speech Recognition on Voice Search. ResumeVis: A Visual Analytics System to Discover Semantic Information in Semi-structured Resume Data. An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing. Robust features f …

Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure. Learning Contextually Informed Representations for Linear-Time Discourse Parsing. NLPSA at IJCNLP-2017 Task 2: Imagine Scenario: Leveraging Supportive Images for Dimensional Sentiment Analysis. Remarks on epistemically biased questions. BTG-based Machin …