Few-shot-NLEs
These are the materials for the paper "Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations".
You can find the small-e-WinoGrande dataset in the folder with that name.
These are the materials for the paper "Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations"
Overview
Scalable Optical Flow-based Image Montaging and Alignment
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Physics-Aware Training (PAT) is a method to train real physical systems with backpropagation.
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Part-aware Measurement for Robust Multi-View Multi-Human 3D Pose Estimation and Tracking
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PyTorch implementation of Decoupling Value and Policy for Generalization in Reinforcement Learning
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Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations
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Propose a principled and practically effective framework for unsupervised accuracy estimation and error detection tasks with theoretical analysis and state-of-the-art performance.
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Neural network for recognizing the gender of people in photos
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Y. Zhang, Q. Yao, W. Dai, L. Chen. AutoSF: Searching Scoring Functions for Knowledge Graph Embedding. IEEE International Conference on Data Engineering (ICDE). 2020
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64 Dec 17, 2022
PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021
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Official repository for "Exploiting Session Information in BERT-based Session-aware Sequential Recommendation", SIGIR 2022 short.
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PyTorch implementation of Memory-based semantic segmentation for off-road unstructured natural environments.
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Radar-to-Lidar: Heterogeneous Place Recognition via Joint Learning
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Example scripts for the detection of lanes using the ultra fast lane detection model in ONNX.
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A Web API for automatic background removal using Deep Learning. App is made using Flask and deployed on Heroku.
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A curated list of awesome Model-Based RL resources
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FewBit — a library for memory efficient training of large neural networks
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《Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis》(2021)
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An implementation of the [Hierarchical (Sig-Wasserstein) GAN] algorithm for large dimensional Time Series Generation
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Code for the paper Language as a Cognitive Tool to Imagine Goals in Curiosity Driven Exploration
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