Preferences Implicit in the State of the World. Balanced Binary Neural Networks with Gated Residual. MNIST-C: A Robustness Benchmark for Computer Vision. An Active Approach for Model Interpretation. PyTorchPipe: a framework for rapid prototyping of pipelines combining language and vision. Unsupervised Learning of Probabilistic Diffeomorphic Registr …

Spatiotemporal PET reconstruction using ML-EM with learned diffeomorphic deformation. Adversarial Learning of General Transformations for Data Augmentation. Improving Heart Rate Variability Measurements from Consumer Smartwatches with Machine Learning. Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection. Transformer-ba …

Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference. Minimal penalties and the slope heuristics: a survey. A Study of the Effect of Resolving Negation and Sentiment Analysis in Recognizing Text Entailment for Arabic. Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design. Real …

Transcriptional Response of SK-N-AS Cells to Methamidophos. Signal propagation in continuous approximations of binary neural networks. Transformer-based Acoustic Modeling for Hybrid Speech Recognition. A Proposal-based Approach for Activity Image-to-Video Retrieval. Hindi Visual Genome: A Dataset for Multimodal English-to-Hindi Machine Translation. …

HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion. A Cryptanalysis of Two Cancelable Biometric Schemes based on Index-of-Max Hashing. Clustering and Classification Networks. Known-plaintext attack and ciphertext-only attack for encrypted single-pixel imaging. Saliency-Guided Attention Network for Image-Sentence Matching. …

Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning. Finite Depth and Width Corrections to the Neural Tangent Kernel. Hierarchical Multi-task Deep Neural Network Architecture for End-to-End Driving. Probing Representations Learned by Multimodal Recurrent and Transformer Models. PAC Guarantees for Cooperative Multi-A …

Modal clustering asymptotics with applications to bandwidth selection. Debiasing Word Embeddings Improves Multimodal Machine Translation. A-Phase classification using convolutional neural networks. Electroencephalography based Classification of Long-term Stress using Psychological Labeling. Machine learning without a feature set for detecting burst …

Analysis of Deep Networks for Monocular Depth Estimation Through Adversarial Attacks with Proposal of a Defense Method. Improved Regret Bounds for Projection-free Bandit Convex Optimization. Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. Minimal Learning Machine: Theoretical Results and Clustering-Based Ref …

Multimodal End-to-End Autonomous Driving. A Sober Look at Neural Network Initializations. Algorithmic Bias in Recidivism Prediction: A Causal Perspective. Addressing Design Issues in Medical Expert System for Low Back Pain Management: Knowledge Representation, Inference Mechanism, and Conflict Resolution Using Bayesian Network. Physics-informed Aut …

A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text. Reflexives in Czech from a Dependency Perspective. hpGAT: High-order Proximity Informed Graph Attention Network. Experiments on human incremental parsing. Amharic Question Answering for Biography, Definition, and Description Questions. On reducing translation shifts in …

Contextualized Word Representations from Distant Supervision with and for NER. A deep-learning-based approach for fast and robust steel surface defects classification. Self-Supervised 3D Hand Pose Estimation Through Training by Fitting. Crowdsourced Hedge Term Disambiguation. Multilingual Multimodal Machine Translation for Dravidian Languages utili …

Exploration of Noise Strategies in Semi-supervised Named Entity Classification. Improving Human Needs Categorization of Events with Semantic Classification. Understanding the Effect of Textual Adversaries in Multimodal Machine Translation. Dynamic Multi-Scale Filters for Semantic Segmentation. Joint Representation and Estimator Learning for Facial …