Communication Efficient Federated Learning over Multiple Access Channels. Shifted and Squeezed 8-bit Floating Point format for Low-Precision Training of Deep Neural Networks. A Study of Human Summaries of Scientific Articles. Low-Complexity LSTM Training and Inference with FloatSD8 Weight Representation. Least squares binary quantization of neural …

MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation. Delving Deeper into the Decoder for Video Captioning. The Tree Ensemble Layer: Differentiability meets Conditional Computation. Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations. Cross-Domain Document Object Detection: Benchmark Suite and …

Multilingual Alignment of Contextual Word Representations. Spatio-Temporal Graph for Video Captioning with Knowledge Distillation. Object-Oriented Video Captioning with Temporal Graph and Prior Knowledge Building. Spatio-Temporal Ranked-Attention Networks for Video Captioning. LSCP: Enhanced Large Scale Colloquial Persian Language Understanding. Ro …

$μ$VulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection. A Spiking Neural Network Emulating the Structure of the Oculomotor System Requires No Learning to Control a Biomimetic Robotic Head. Efficient and Robust Algorithms for Adversarial Linear Contextual Bandits. Activism by the AI Community: Analysing Recent Achieveme …

Marketplace for AI Models. UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation. Robust Semantic Segmentation of Brain Tumor Regions from 3D MRIs. Wavesplit: End-to-End Speech Separation by Speaker Clustering. Generalized Embedding Machines for Recommender Systems. Stochastic encoding of graphs in dee …

RECAST: Interactive Auditing of Automatic Toxicity Detection Models. Is Temporal Difference Learning Optimal? An Instance-Dependent Analysis. Object Relational Graph with Teacher-Recommended Learning for Video Captioning. Quantized Neural Network Inference with Precision Batching. A more abstractive summarization model. Interval Neural Networks as …

Extending iLQR method with control delay. The Conditional Entropy Bottleneck. Large-Scale Educational Question Analysis with Partial Variational Auto-encoders. Prediction of Discharge Capacity of Labyrinth Weir with Gene Expression Programming. Convergence of Artificial Intelligence and High Performance Computing on NSF-supported Cyberinfrastructur …

MoTiAC: Multi-Objective Actor-Critics for Real-Time Bidding. Clustering and Classification with Non-Existence Attributes: A Sentenced Discrepancy Measure Based Technique. Belief Base Revision for Further Improvement of Unified Answer Set Programming. Self-supervised visual feature learning with curriculum. Tensor Networks for Language Modeling. Are …

Semi-Supervised Few-Shot Learning with Prototypical Random Walks. On the Evaluation of Conditional GANs. The Visual Task Adaptation Benchmark. Residual EBMs: Does Real vs. Fake Text Discrimination Generalize?. Variable Complexity in the Univariate and Multivariate Structural Causal Model. Forecasting Deep Learning Dynamics with Applications to Hype …