Reinforcement Learning with Human Feedback(RLHF)是强化学习(RL)的一个扩展分支,当决策问题的优化目标比较抽象,难以形式化定义具体的奖励函数时,RLHF 系列方法可以将人类的反馈信息纳入到训练过程,通过使用这些反馈信息构建一个奖励模型神经网络,以此提供奖励信号来帮助 RL 智能体学习,从而更加自然地将人类的需求,偏好...
Meta Learning/ Learning to Learn/ One Shot Learning/ Lifelong Learning. A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch. 实践 Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow. A collection of extensions and...
Awesome Few-Shot Learning on GraphsThis repository provides a curated collection of research papers focused on few-shot learning on graphs. It is derived from our survey paper: A Survey of Few-Shot Learning on Graphs: From Meta-Learning to Pre-Training and Prompting. We will update this list...
shot learning, novel categories have no training samples, so class-level representations are required to bridge the gap between base categories and novel categories. In few-shot learning, novel categories have limited training samples. In weak-shot leanring, novel categories have abundant weakly-...
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Learning Human-Object Interactions by Graph Parsing Neural Networks. Siyuan Qi, Wenguan Wang, Baoxiong Jia, Jianbing Shen, Song-Chun Zhu. ECCV 2018. paper Neural graph matching networks for fewshot 3d action recognition. Michelle Guo, Edward Chou, De-An Huang, Shuran Song, Serena Yeung, Li ...
[Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning][scholar][arXiv] [Multi-input and dataset-invariant adversarial learning (MDAL) for left and right-ventricular coverage estimation in cardiac MRI][scholar][MICCAI2018] ...
Over the past few months, the number of recordings and screenshots uploaded to awesomescreenshot.com has increased a lot and this led to the need for a better way to organize videos and images, on which we’ve been working recently. Today, we’re launching the new website redesigned to ...
A few of the robots march down the rows of cars, while the rest make a wall on the sidewalks, trying to keep back the foot traffic. There are humans on the sidewalk. A lot more than a couple dozen. They want inside the city too. Hundreds of them, dirty and angry. “I don’t ...
Practice data structures and algorithms in python with few small projects 19 February 2022 Detection OpenMMLab Rotated Object Detection Benchmark OpenMMLab Rotated Object Detection Benchmark 18 February 2022 Dataset ZeroGen: Efficient Zero-shot Learning via Dataset Generation ZeroGen: Efficient...