There are 36 repositories under zero-shot-learning topic.
A collection of AWESOME things about domian adaptation
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
A curated list of papers, code and resources pertaining to zero shot learning
A concise but complete implementation of CLIP with various experimental improvements from recent papers
Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.
Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper
Rethinking Knowledge Graph Propagation for Zero-Shot Learning, in CVPR 2019
PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)
Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)
Code for our ACMMM2020 paper "Context-aware Feature Generation for Zero-shot Semantic Segmentation".
A curated list of prompt-based paper in computer vision and vision-language learning.
A curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.
PyTorch codebase for zero-shot dialog generation SIGDIAL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522
Awesome Domain Adaptation Python Toolbox
[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL
PyTorch implementation of the paper "Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval", CVPR 2019.
Framework for zero-shot learning with knowledge graphs.
PromptDet: Towards Open-vocabulary Detection using Uncurated Images, ECCV2022
Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper
The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022
NLU: domain-intent-slot; text2SQL
Zero-shot image tagging by hierarchical semantic embedding
"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer; and “Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer
Zero and Few shot named entity & relationships recognition
General-Purpose Neural Networks for Sentence Boundary Detection
PyTorch code for MUST
Codes for the CVPR 2021 paper: Contrastive Embedding for Generalized Zero-Shot Learning
Implementation of Zero-Shot Learning algorithm using Word2Vecs as class embeddings
One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH
CLIPfa: Connecting Farsi Text and Images
[ECCV 2018] code for Choose Your Neuron: Incorporating Domain Knowledge Through Neuron Importance
Reading list for research topics in Sound AI