conftrace_

deep learning framework

21 papers

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Co-occurring keywords

deep learning (2118) imperative programming (3) gpu task scheduling (1) scheduling overhead (2) graph execution (1) pythonic programming (1) geo-aware classification (1) inverse game problem (1) hybrid network (2) computational latency (1)

Papers

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction IJCAI 2025
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation AISTATS 2024
ADELT: Transpilation between Deep Learning Frameworks IJCAI 2024
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning NIPS 2024
DeepZensols: A Deep Learning Natural Language Processing Framework for Experimentation and Reproducibility EMNLP 2023
torchdistill Meets Hugging Face Libraries for Reproducible, Coding-Free Deep Learning Studies: A Case Study on NLP EMNLP 2023
CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation EMNLP 2023
The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment EMNLP 2023
RRED : A Radiology Report Error Detector based on Deep Learning Framework NAACL 2022
Investigation on the Band Importance of Phase-aware Speech Enhancement INTERSPEECH 2022
Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks NSDI 2022
TopoSeg: Topology-aware Segmentation for Point Clouds IJCAI 2022
Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs NIPS 2021
Retiarii: A Deep Learning Exploratory-Training Framework OSDI 2020
Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning NIPS 2020
A Unified Framework for Multilingual and Code-Mixed Visual Question Answering AACL 2020
A deep-learning framework to detect sarcasm targets EMNLP 2019
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians NIPS 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library NIPS 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