All Categories → No Category → zero-shot-learning

Top 24 zero-shot-learning open source projects

Awesome Domain Adaptation

A collection of AWESOME things about domian adaptation

✭ 3,357

awesome-list paper transfer-learning domain-adaptation adversarial-learning image-translation optimal-transport zero-shot-learning few-shot-learning

Official Pytorch Implementation of: "Semantic Diversity Learning for Zero-Shot Multi-label Classification"(ICCV, 2021) paper

✭ 22

python multi-label-classification zero-shot-learning image-text-search

Zero-shot image tagging by hierarchical semantic embedding

✭ 77

Jupyter Notebook python C++shell c Makefile Batchfile computer-vision image-recognition zero-shot-learning

domain-adaptation-capls

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

✭ 43

matlab python M zero-shot-learning structured-prediction domain-adaptation pseudo-labeling unsupervised-domain-adaptation office-home

Awesome-Zero-Shot-Object-Detection

No description or website provided.

✭ 89

zero-shot-learning zero-shot-object-detection

neuron-importance-zsl

[ECCV 2018] code for Choose Your Neuron: Incorporating Domain Knowledge Through Neuron Importance

✭ 56

python shell grad-cam zero-shot-learning interpretability neuron-importance

Codes for the ICCV'21 paper "FREE: Feature Refinement for Generalized Zero-Shot Learning"

✭ 28

python zero-shot-learning feature-refinement cross-dataset-bias

Awesome-Weak-Shot-Learning

A curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.

✭ 142

weakly-supervised-learning zero-shot-learning few-shot-learning weak-shot-learning

General-Purpose Neural Networks for Sentence Boundary Detection

✭ 66

python shell deep-learning neural-network general-purpose zero-shot-learning sentence-boundary-detection end-of-sentence-detection

Zero-shot-Fact-Verification

Codes for ACL-IJCNLP 2021 Paper "Zero-shot Fact Verification by Claim Generation"

✭ 39

python shell fact-checking zero-shot-learning question-generation few-shot-learning fact-verification claim-generation

Feature-Generating-Networks

Zero Shot Learning with Feature Generating Networks

✭ 31

python deep-learning gans zero-shot-learning

Official PyTorch code for the ICIP 2021 paper 'Syntactically Guided Generative Embeddings For Zero Shot Skeleton Action Recognition'

✭ 14

Jupyter Notebook python computer-vision pytorch action-recognition pose zero-shot-learning vision-and-language skeleton-based-action-recognition generalized-zero-shot-learning pose-skeleton icip2021

Zero-Shot-Learning

零样本学习

✭ 20

python zero-shot-learning

Natural-language-understanding-papers

NLU: domain-intent-slot; text2SQL

✭ 77

natural-language-understanding zero-shot-learning domain-adaptation paper-list text2sql domain-intent-slot

zero shot learning

A Visual-semantic embedding model using word2vec and CNNs

✭ 13

python deep-learning convolutional-neural-networks zero-shot-learning

Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition

✭ 47

python shell generative-adversarial-network action-recognition zero-shot-learning generalized-zero-shot-learning

[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL

✭ 107

python pytorch gan image-classification action-recognition zero-shot-learning pytorch-gan pytorch-implementation gzsl zsl eccv2020 eccv-2020 feature-synthesis clswgan f-vaegan

Unofficial Implementation of Zero-Shot Text-to-Speech for Text-Based Insertion in Audio Narration

✭ 33

python audio text-to-speech speech pytorch tts speech-synthesis transformer zero-shot-learning

Zero-Shot-Learning

A python ZSL system which makes it easy to run Zero-Shot Learning on new datasets, by giving it features and attributes. Used for the paper "Zero-Shot Learning Based Approach For Medieval Word Recognition Using Deep-Learned Features", published in ICFHR2018.

✭ 21

python machine-learning classification zero-shot-learning shot-learning pyhton-zsl

few shot dialogue generation

Dialogue Knowledge Transfer Networks (DiKTNet)

Codes for the CVPR 2021 paper: Contrastive Embedding for Generalized Zero-Shot Learning

✭ 73

python zero-shot-learning

"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

✭ 84

Jupyter Notebook python reinforcement-learning computer-vision deep-learning robotics simulation deep-reinforcement-learning manipulation grasping deep-q-network learning-from-demonstration zero-shot-learning vrep-simulator robotic-manipulation multi-step-learning multi-step-dqn task-to-task-transfer

Class Normalization for Continual Zero-Shot Learning

✭ 34

python Jupyter Notebook shell normalization zero-shot-learning lifelong-learning initialization continual-learning iclr2021

1-24 of 24 zero-shot-learning projects