Open-Ended Automatic Programming Through Combinatorial Evolution Feb 20, 2021 Code Generation
— Unverified A Survey of Machine Learning for Computer Architecture and Systems Feb 16, 2021 BIG-bench Machine Learning Code Generation
— Unverified Data Analytics and Machine Learning Methods, Techniques and Tool for Model-Driven Engineering of Smart IoT Services Feb 12, 2021 AutoML Code Generation
— Unverified CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Feb 9, 2021 BIG-bench Machine Learning Clone Detection
Code Code Available Cain: Automatic Code Generation for Simultaneous Convolutional Kernels on Focal-plane Sensor-processors Jan 21, 2021 Code Generation
Code Code Available Teach me how to Label: Labeling Functions from Natural Language with Text-to-text Transformers Jan 18, 2021 Code Generation Semantic Parsing
Code Code Available FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference Jan 13, 2021 Code Generation Deep Learning
Code Code Available Code Generation from Natural Language with Less Prior and More Monolingual Data Jan 1, 2021 Code Generation Inductive Bias
Code Code Available Recurrently Controlling a Recurrent Network with Recurrent Networks Controlled by More Recurrent Networks Jan 1, 2021 Code Generation Inductive Bias
— Unverified N-Bref : A High-fidelity Decompiler Exploiting Programming Structures Jan 1, 2021 Code Generation Decoder
Code Code Available Discovering Autoregressive Orderings with Variational Inference Jan 1, 2021 Code Generation Image Captioning
Code Code Available Self-supervised asymmetric deep hashing with margin-scalable constraint Dec 7, 2020 Code Generation Deep Hashing
Code Code Available NPAS: A Compiler-aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration Dec 1, 2020 Bayesian Optimization Code Generation
— Unverified FusionStitching: Boosting Memory Intensive Computations for Deep Learning Workloads Sep 23, 2020 Code Generation CPU
— Unverified From Things' Modeling Language (ThingML) to Things' Machine Learning (ThingML2) Sep 22, 2020 BIG-bench Machine Learning Code Generation
Code Code Available ThingML+ Augmenting Model-Driven Software Engineering for the Internet of Things with Machine Learning Sep 22, 2020 BIG-bench Machine Learning Code Generation
Code Code Available Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches Sep 16, 2020 Code Generation Deep Learning
Code Code Available HipaccVX: Wedding of OpenVX and DSL-based Code Generation Aug 26, 2020 Code Generation GPU
— Unverified Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination? Aug 12, 2020 Code Generation GUI Element Detection
Code Code Available A Learned Performance Model for Tensor Processing Units Aug 3, 2020 Code Generation model
— Unverified Formal Fields: A Framework to Automate Code Generation Across Domains Jul 28, 2020 ARC Code Generation
— Unverified RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices Jul 20, 2020 Code Generation Model Compression
— Unverified Relevance Transformer: Generating Concise Code Snippets with Relevance Feedback Jul 6, 2020 Code Generation Decoder
— Unverified FastSpec: Scalable Generation and Detection of Spectre Gadgets Using Neural Embeddings Jun 25, 2020 Code Generation
Code Code Available Multi-branch Attentive Transformer Jun 18, 2020 Code Generation Machine Translation
Code Code Available Quantitatively Assessing the Benefits of Model-driven Development in Agent-based Modeling and Simulation Jun 15, 2020 Code Generation
— Unverified Graph-based, Self-Supervised Program Repair from Diagnostic Feedback May 20, 2020 Code Generation Diagnostic
Code Code Available IntelliCode Compose: Code Generation Using Transformer May 16, 2020 Code Completion Code Generation
— Unverified Semantic Scaffolds for Pseudocode-to-Code Generation May 12, 2020 Code Generation
Code Code Available Visual Modeling of Turkish Morphology May 1, 2020 Code Generation
— Unverified Automated Physics-Derived Code Generation for Sensor Fusion and State Estimation Apr 28, 2020 C++ code Code Generation
— Unverified Incorporating External Knowledge through Pre-training for Natural Language to Code Generation Apr 20, 2020 Code Generation Data Augmentation
Code Code Available Taming the Expressiveness and Programmability of Graph Analytical Queries Apr 20, 2020 Code Generation
— Unverified Leveraging Code Generation to Improve Code Retrieval and Summarization via Dual Learning Feb 24, 2020 Code Generation Code Summarization
— Unverified LIMITS: Lightweight Machine Learning for IoT Systems with Resource Limitations Jan 28, 2020 BIG-bench Machine Learning Code Generation
— Unverified An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices Jan 20, 2020 Code Generation Compiler Optimization
— Unverified A C Code Generator for Fast Inference and Simple Deployment of Convolutional Neural Networks on Resource Constrained Systems Jan 14, 2020 C++ code Code Generation
Code Code Available PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning Jan 1, 2020 Code Generation Model Compression
— Unverified Metagross: Meta Gated Recursive Controller Units for Sequence Modeling Jan 1, 2020 Code Generation Inductive Bias
— Unverified GANCoder: An Automatic Natural Language-to-Programming Language Translation Approach based on GAN Dec 2, 2019 Code Generation Translation
— Unverified TreeGen: A Tree-Based Transformer Architecture for Code Generation Nov 22, 2019 Code Generation Semantic Parsing
Code Code Available Simultaneous Region Localization and Hash Coding for Fine-grained Image Retrieval Nov 19, 2019 Code Generation Deep Hashing
— Unverified CloudifierNet -- Deep Vision Models for Artificial Image Processing Nov 4, 2019 Benchmarking Code Generation
— Unverified Content Enhanced BERT-based Text-to-SQL Generation Oct 16, 2019 Code Generation Semantic Parsing
Code Code Available Code Generation as a Dual Task of Code Summarization Oct 14, 2019 Code Generation Code Summarization
Code Code Available JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation Oct 5, 2019 Code Generation
Code Code Available Structural Language Models of Code Sep 30, 2019 C++ code Code Completion
Code Code Available Structural Language Models for Any-Code Generation Sep 25, 2019 C++ code Code Generation
— Unverified An Acceleration Framework for High Resolution Image Synthesis Sep 9, 2019 Code Generation Decoder
— Unverified Reranking for Neural Semantic Parsing Jul 1, 2019 Code Generation Reranking
— Unverified 