Explicable Reward Design for Reinforcement Learning Agents [NeurIPS'21]

[NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS).

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Implementation of paper "Graph Condensation for Graph Neural Networks"

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Scikit-learn compatible estimation of general graphical models

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Scalable training for dense retrieval models.

Scalable implementation of dense retrieval. Training on cluster By default it trains locally: PYTHONPATH=.:$PYTHONPATH python dpr_scale/main.py traine

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A framework for multi-step probabilistic time-series/demand forecasting models

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A bare-bones Python library for quality diversity optimization.

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Code for "Localization with Sampling-Argmax", NeurIPS 2021

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MIMO-UNet - Official Pytorch Implementation

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Implementation of the Swin Transformer in PyTorch.

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A sample pytorch Implementation of ACL 2021 research paper "Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction".

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The open-source and free to use Python package miseval was developed to establish a standardized medical image segmentation evaluation procedure

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Creative Applications of Deep Learning w/ Tensorflow

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Collections for the lasted paper about multi-view clustering methods (papers, codes)

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An implementation of Fastformer: Additive Attention Can Be All You Need in TensorFlow

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Pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

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The implementation of 'Image synthesis via semantic composition'.

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Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO.

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Council-GAN - Implementation for our paper Breaking the Cycle - Colleagues are all you need (CVPR 2020)

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