142 Open source projects that are alternatives of or similar to meta-interpolation

PyTorch implementation of Super SloMo by Jiang et al.

Official repository of FISR (AAAI 2020).

Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, SRMD, RealSR, Anime4K, RIFE, CAIN, DAIN, and ACNet.

code for our CVPR 2020 paper "PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes"

Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020

[CVPR2021] Meta Batch-Instance Normalization for Generalizable Person Re-Identification

This is an official implementation for "Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertising"(KDD2021).

Code for FOCAL Paper Published at ICLR 2021

Repository to track the progress in Meta-Learning (MtL), including the datasets and the current state-of-the-art for the most common MtL problems.

Awesome Few-shot learning

[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)

SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation (CVPR2020) https://arxiv.org/abs/2003.14266

CVPR 2020, "MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps"

PyTorch code for NeurIPSW 2020 paper (4th Workshop on Meta-Learning) "Few-Shot Unsupervised Continual Learning through Meta-Examples"

Meta-DETR: Official PyTorch Implementation

Implementation for <Neural Similarity Learning> in NeurIPS'19.

[CVPR'20] Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement

awesome few shot / meta learning papers

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

TensorFlow 2.0 implementation of MAML.

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

[CVPR2020] Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation

Implementation of our paper "Meta Reinforcement Learning with Task Embedding and Shared Policy"

[CVPR 2020] Re-hosting of the LUVLi Face Alignment codebase. Please download the codebase from the original MERL website by agreeing to all terms and conditions. By using this code, you agree to MERL's research-only licensing terms.

Code for "One-Shot Visual Imitation Learning via Meta-Learning"

The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"

One-Shot Learning with Triplet CNNs in Pytorch

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.

Code for meta-learning initializations for image segmentation

Code of Empirical Bayes Transductive Meta-Learning with Synthetic Gradients

Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686

Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)

MetaGenRL, a novel meta reinforcement learning algorithm. Unlike prior work, MetaGenRL can generalize to new environments that are entirely different from those used for meta-training.

Source code for ECCV2020 "Fast Adaptation to Super-Resolution Networks via Meta-Learning"

Python Meta-Feature Extractor package.

Frame interpolation

DSGN: Deep Stereo Geometry Network for 3D Object Detection (CVPR 2020)

Learning To Compare For Text , Few shot learning in text classification

CVPR 2020 papers focusing on point cloud analysis

Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)

Repository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem

Zero-VIRUS: Zero-shot VehIcle Route Understanding System for Intelligent Transportation (CVPR 2020 AI City Challenge Track 1)

LibFewShot: A Comprehensive Library for Few-shot Learning.

Pytorch implementation of Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs (Interspeech, 2020)

The code for CVPR21 paper "Deep Animation Video Interpolation in the Wild"

(CVPR 2020) This repo contains code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning", which proposes learnable triplet mining with Reinforcement Learning.

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

Holistically-Attracted Wireframe Parsing

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

Official implementation of Meta-StyleSpeech and StyleSpeech

Tools for generating mini-ImageNet dataset and processing batches

FSL-Mate: A collection of resources for few-shot learning (FSL).

Code for the paper "Evolved Policy Gradients"

Official Repo for the paper "Extremely Dense Point Correspondences using a Learned Feature Descriptor" (CVPR 2020)

code for "Neural Cages for Detail-Preserving 3D Deformations"

My notes and assignment solutions for Stanford CS330 (Fall 2019 & 2020) Deep Multi-Task and Meta Learning

CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!

Tensorflow implementation for paper: Learning to Compare: Relation Network for Few-Shot Learning.