Lossless Compression of Deep Neural Networks. Recalibrating 3D ConvNets with Project & Excite. E2EET: From Pipeline to End-to-end Entity Typing via Transformer-Based Embeddings. Exploring Chemical Space using Natural Language Processing Methodologies for Drug Discovery. Inducing Optimal Attribute Representations for Conditional GANs. On Safety Asse …

A Neuro-AI Interface for Evaluating Generative Adversarial Networks. batchboost: regularization for stabilizing training with resistance to underfitting & overfitting. Learning Contextualized Document Representations for Healthcare Answer Retrieval. Improving Neural Named Entity Recognition with Gazetteers. TyDi QA: A Benchmark for Information-Seek …

A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis. Snippext: Semi-supervised Opinion Mining with Augmented Data. Bayesian task embedding for few-shot Bayesian optimization. Reconstruction of 3D flight trajectories from ad-hoc camera networks. Harmonic Convolutional Networks based on Discrete Cosine Transform. Lig …

Conditional Self-Attention for Query-based Summarization. Data-Driven Factor Graphs for Deep Symbol Detection. Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization. A physics-informed feature engineering approach to use machine learning with limited amounts of data for alloy design: shape memory alloy demonstra …

Normalizing Flows on Tori and Spheres. Provably Efficient Adaptive Approximate Policy Iteration. How Much Position Information Do Convolutional Neural Networks Encode?. Prior-enlightened and Motion-robust Video Deblurring. Gender Genetic Algorithm in the Dynamic Optimization Problem. Computer-inspired Quantum Experiments. Real-World Human-Robot Col …

Indoor Layout Estimation by 2D LiDAR and Camera Fusion. Off-policy Maximum Entropy Reinforcement Learning : Soft Actor-Critic with Advantage Weighted Mixture Policy(SAC-AWMP). MetNet: A Neural Weather Model for Precipitation Forecasting. Difference Attention Based Error Correction LSTM Model for Time Series Prediction. AirRL: A Reinforcement Learni …

An Assignment Problem Formulation for Dominance Move Indicator. DeepPlume: Very High Resolution Real-Time Air Quality Mapping. Generating Word and Document Embeddings for Sentiment Analysis. Forecasting the Intra-Day Spread Densities of Electricity Prices. A characterization of proportionally representative committees. Memristive Properties of Mush …

DuDoNet++: Encoding mask projection to reduce CT metal artifacts. Saliency Enhancement using Gradient Domain Edges Merging. DNN-based Localization from Channel Estimates: Feature Design and Experimental Results. Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting. Learning to simulate and design for structura …

Convergence of End-to-End Training in Deep Unsupervised Contrasitive Learning. End-to-End Multi-speaker Speech Recognition with Transformer. Damage-sensitive and domain-invariant feature extraction for vehicle-vibration-based bridge health monitoring. Real-Time Optimal Guidance and Control for Interplanetary Transfers Using Deep Networks. Pre-proce …

Precise Tradeoffs in Adversarial Training for Linear Regression. RelatIF: Identifying Explanatory Training Examples via Relative Influence. UDD: An Underwater Open-sea Farm Object Detection Dataset for Underwater Robot Picking. Trained Model Fusion for Object Detection using Gating Network. Unsupervisedly Learned Representations: Should the Quest b …

Shape Features Improve General Model Robustness. Deep Network classification by Scattering and Homotopy dictionary learning. HUBERT Untangles BERT to Improve Transfer across NLP Tasks. Deeper Insights into Weight Sharing in Neural Architecture Search. DyNet: Dynamic Convolution for Accelerating Convolution Neural Networks. A Simple Geometric Proof …