deep learning framework

Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data ICML 2025 End-to-End Learning Framework for Solving Non-Markovian Optimal Control ICML 2025 LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction IJCAI 2025 ADELT: Transpilation between Deep Learning Frameworks IJCAI 2024 Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation AISTATS 2024 TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning NeurIPS 2024 CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation EMNLP 2023 DeepZensols: A Deep Learning Natural Language Processing Framework for Experimentation and Reproducibility EMNLP 2023 NCDL: A Framework for Deep Learning on non-Cartesian Lattices NeurIPS 2023 The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment EMNLP 2023 torchdistill Meets Hugging Face Libraries for Reproducible, Coding-Free Deep Learning Studies: A Case Study on NLP EMNLP 2023 Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks NSDI 2022 Einops: Clear and Reliable Tensor Manipulations with Einstein-like Notation ICLR 2022 Investigation on the Band Importance of Phase-aware Speech Enhancement Interspeech 2022 RRED : A Radiology Report Error Detector based on Deep Learning Framework NAACL 2022 TopoSeg: Topology-aware Segmentation for Point Clouds IJCAI 2022 Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs NeurIPS 2021 A Unified Framework for Multilingual and Code-Mixed Visual Question Answering AACL 2020 Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning NeurIPS 2020 Retiarii: A Deep Learning Exploratory-Training Framework OSDI 2020 A deep-learning framework to detect sarcasm targets EMNLP 2019 JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs NSDI 2019 Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games AAAI 2019 Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians NeurIPS 2019 PyTorch: An Imperative Style, High-Performance Deep Learning Library NeurIPS 2019