Topic: zero-shot-learning Goto Github

👇 Here are 275 public repositories matching this topic...

adapt-python / adapt
zero-shot-learning,Awesome Domain Adaptation Python Toolbox
User: adapt-python
Home Page: https://adapt-python.github.io/adapt/
domain-adaptation transfer-learning few-shot-learning zero-shot-learning adversarial-learning adversarial-networks feature-selection importance-sampling regularization-parameters machine-learning

aelnouby / text-to-image-synthesis
zero-shot-learning,Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper
User: aelnouby
gans pytorch text-to-image zero-shot-learning image-generation

akshitac8 / tfvaegan
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
User: akshitac8
zero-shot-learning image-classification f-vaegan clswgan action-recognition eccv2020 gzsl gan zsl pytorch-gan

anjandutta / sem-pcyc
zero-shot-learning,PyTorch implementation of the paper "Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval", CVPR 2019.
User: anjandutta
zero-shot-learning cross-modality cycle-gan generative-model sketch-based-image-retrieval

batsresearch / bonito
zero-shot-learning,A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.
Organization: batsresearch
domain-adaptation gpt llm synthetic-data synthetic-dataset-generation task-adaptation zero-shot-learning

batsresearch / zsl-kg
zero-shot-learning,Framework for zero-shot learning with knowledge graphs.
Organization: batsresearch
Home Page: https://arxiv.org/abs/2006.10713
graph-convolutional-networks knowledge-graph machine-learning zero-shot-learning

bcmi / awesome-weak-shot-learning
zero-shot-learning,A curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.
Organization: bcmi
weak-shot-learning zero-shot-learning few-shot-learning weakly-supervised-learning

bcmi / cagnet-zero-shot-semantic-segmentation
zero-shot-learning,Code for our ACMMM2020 paper "Context-aware Feature Generation for Zero-shot Semantic Segmentation".
Organization: bcmi
semantic-segmentation zero-shot-semantic-segmentation zero-shot-learning zero-label-semantic-segmentation

bigscience-workshop / xmtf
zero-shot-learning,Crosslingual Generalization through Multitask Finetuning
Organization: bigscience-workshop
Home Page: https://arxiv.org/abs/2211.01786
instruction-tuning large-language-models multitask-learning language-models bloom multilingual-nlp t5 bloomz mt0 zero-shot-learning

cetinsamet / zero-shot-learning
zero-shot-learning,Implementation of Zero-Shot Learning algorithm using Word2Vecs as class embeddings
User: cetinsamet
feature-extraction keras object-detection transfer-learning word2vec zero-shot zero-shot-learning

chenwu98 / cycle-diffusion
zero-shot-learning,[ICCV 2023] A latent space for stochastic diffusion models
User: chenwu98
diffusion-models generative-models image-to-image-translation score-based-generative-models stable-diffusion text-to-image zero-shot-learning image-synthesis

clue-ai / promptclue
zero-shot-learning,PromptCLUE, 全中文任务支持零样本学习模型
Organization: clue-ai
Home Page: https://www.clueai.cn
chinese gpt-3 multitask-learning pretrained-models t5-model zero-shot-learning few-shot-learning transfer-learning bert prompt-tuning

cluebenchmark / pclue
zero-shot-learning,pCLUE: 1000000+多任务提示学习数据集
Organization: cluebenchmark
Home Page: https://www.cluebenchmarks.com/clueai.html
chinese clue datasets multi-task-learning prompt-learning zero-shot-learning promptclue

cvi-szu / linly
zero-shot-learning,Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集
Organization: cvi-szu
bert gpt-3 language-model llama nlp zero-shot-learning chatbot chatgpt chinese chinese-nlp

davidhuji / capdec
zero-shot-learning,CapDec: SOTA Zero Shot Image Captioning Using CLIP and GPT2, EMNLP 2022 (findings)
User: davidhuji
captioning clip gpt-2 multimodal-deep-learning zero-shot-learning clipcap

diffusion-classifier / diffusion-classifier
zero-shot-learning,Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training
Organization: diffusion-classifier
Home Page: http://diffusion-classifier.github.io/
bayes-theorem classification computer-vision deep-learning diffusion diffusion-models elbo generative generative-models machine-learning monte-carlo robustness supervised-learning zero-shot-classification zero-shot-learning

dsxiangli / decryptprompt
zero-shot-learning,总结Prompt&LLM论文，开源数据&模型，AIGC应用
User: dsxiangli
demonstration in-context-learning prompt few-shot-learning zero-shot-learning aigc papers prompt-tuning instruction-tuning chain-of-thought

edgarschnfld / cada-vae-pytorch
zero-shot-learning,Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)
User: edgarschnfld
zero-shot-learning generalized-zero-shot-learning few-shot-learning vae variational-autoencoder

explosion / prodigy-openai-recipes
zero-shot-learning,✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3
Organization: explosion
Home Page: https://prodi.gy
annotation-tool openai openai-api prodigy few-shot-learning gpt-3 zero-shot-learning nlp

fcjian / promptdet
zero-shot-learning,PromptDet: Towards Open-vocabulary Detection using Uncurated Images, ECCV2022
User: fcjian
computer-vision object-detection prompt-learning zero-shot-learning vocabulary regional-prompt self-training pseudo-labeling web-image clip

hanzy1996 / ce-gzsl
zero-shot-learning,Codes for the CVPR 2021 paper: Contrastive Embedding for Generalized Zero-Shot Learning
User: hanzy1996
zero-shot-learning

ibm / zshot
zero-shot-learning,Zero and Few shot named entity & relationships recognition
Organization: ibm
Home Page: https://ibm.github.io/zshot
few-shot few-shot-learning ned ner relation-extraction zero-shot zero-shot-learning spacy nlp ai

jhu-lcsr / good_robot
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
Organization: jhu-lcsr
Home Page: https://openreview.net/forum?id=Pxs5XwId51n
robotics reinforcement-learning deep-learning deep-reinforcement-learning deep-q-network multi-step-learning multi-step-dqn grasping manipulation computer-vision

jiachenwestlake / cross-domain_ner
zero-shot-learning,Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper
User: jiachenwestlake
transfer-learning cross-domain-ner zero-shot-learning parameter-generation-network language-model domain-adaptation

kennithli / awesome-zero-shot-object-detection
zero-shot-learning,
User: kennithli
zero-shot-object-detection zero-shot-learning

li-xirong / hierse
zero-shot-learning,Zero-shot image tagging by hierarchical semantic embedding
User: li-xirong
zero-shot-learning image-recognition computer-vision

lucidrains / x-clip
zero-shot-learning,A concise but complete implementation of CLIP with various experimental improvements from recent papers
User: lucidrains
artificial-intelligence deep-learning contrastive-learning zero-shot-learning multi-modal-learning

lzrobots / learningtocompare_zsl
zero-shot-learning,PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)
User: lzrobots
zero-shot-learning few-shot-learning

mahmoodlab / mi-zero
zero-shot-learning,Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023
Organization: mahmoodlab
mil pathology vision-language-pathology zero-shot-learning image-text-pathology zero-shot-pathology computational-pathology digital-pathology mahmoodlab quantitative-pathology

miracleyoung / you-are-pythonista
zero-shot-learning,汇聚【Python应用】【Python实训】【Python技术分享】等等
User: miracleyoung
python awesome-python learning-python python3 zero-shot-learning python-script python-learning python-learning-notes python-project python-programming-exercises

nvlabs / groupvit
zero-shot-learning,Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.
Organization: nvlabs
Home Page: https://arxiv.org/abs/2202.11094
image-text-matching transformers zero-shot-learning semantic-segmentation

nvlabs / odise
zero-shot-learning,Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
Organization: nvlabs
Home Page: https://arxiv.org/abs/2303.04803
deep-learning instance-segmentation panoptic-segmentation pytorch semantic-segmentation diffusion-models text-image-retrieval zero-shot-learning open-vocabulary open-vocabulary-segmentation

prakharguptaz / instructdial
zero-shot-learning,Code for the paper Code for the paper InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
User: prakharguptaz
dialogue dialogue-system few-shot-learning multitask-learning zero-shot-learning dialogue-generation dialogue-understanding

quqxui / awesome-llm4ie-papers
zero-shot-learning,Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
User: quqxui
cross-domain-learning data-augmentation event-arguments event-detection event-extraction few-shot-learning in-context-learning information-extraction knowledge-graph-construction large-language-models

retrocirce / zero_shot_audio_source_separation
zero-shot-learning,The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022
User: retrocirce
Home Page: https://arxiv.org/abs/2112.07891
audio-source-separation music-information-retrieval zero-shot-learning transformer-models query-based-learning python

rucaibox / llmrank
zero-shot-learning,[ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"
Organization: rucaibox
chatgpt large-language-models recommendation-system recommender-system zero-shot-learning

salesforce / must
zero-shot-learning,PyTorch code for MUST
Organization: salesforce
clip masked-image-modeling self-training unsupervised-learning zero-shot-classification zero-shot-learning

sbharadwajj / awesome-zero-shot-learning
zero-shot-learning,A curated list of papers, code and resources pertaining to zero shot learning
User: sbharadwajj
zero-shot-learning deep-learning awesome-list papers

snakeztc / neuraldialog-zsdg
zero-shot-learning,PyTorch codebase for zero-shot dialog generation SIGDIAL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
User: snakeztc
Home Page: https://www.cs.cmu.edu/~tianchez
zero-shot-learning end-to-end-machine-learning neural-dialogue-agents domain-adaptation dialog sigdial-2018

soham97 / awesome-sound_event_detection
zero-shot-learning,Reading list for research topics in Sound AI
User: soham97
audio-processing icassp interspeech sound-event-detection acoustic-scene-classification audio-captioning audio-generation audio-retrieval representation-learning zero-shot-learning

sudharsan13296 / awesome-meta-learning
zero-shot-learning, A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
User: sudharsan13296
metalearning one-shot-learning zero-shot-learning few-shot-learning deep-meta-learning meta-reinforcement

sudharsan13296 / hands-on-meta-learning-with-python
zero-shot-learning,Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
User: sudharsan13296
Home Page: https://www.amazon.com/Hands-Meta-Learning-Python-algorithms-ebook/dp/B07KJJHYKF/ref=sr_1_1?ie=UTF8&qid=1543222179&sr=8-1&keywords=meta+learning+hands+on
metalearning maml reptile meta-sgd tensorflow ntm mann one-shot-learning few-shot-learning matching-networks

ttengwang / awesome_prompting_papers_in_computer_vision
zero-shot-learning,A curated list of prompt-based paper in computer vision and vision-language learning.
User: ttengwang
Home Page: https://visualprompting.github.io/
prompt-learning adapter few-shot-learning prompt-tuning zero-shot-learning visual-prompt parameter-efficient-tuning

ucsc-vlaa / clipa
zero-shot-learning,[NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"
Organization: ucsc-vlaa
contrastive-learning foundation-models multimodal-learning zero-shot-classification zero-shot-learning deep-learning neurips-2023 pytorch

windvchen / diff-harmonization
zero-shot-learning,A novel zero-shot image harmonization method based on Diffusion Model Prior.
User: windvchen
diffusion-models image-harmonization image-to-image-translation optimization textual-inversion zero-shot-learning image-composition

yinboc / dgp
zero-shot-learning,Rethinking Knowledge Graph Propagation for Zero-Shot Learning, in CVPR 2019
User: yinboc
machine-learning zero-shot-learning knowledge-graph pytorch

yizhongw / tk-instruct
zero-shot-learning,Tk-Instruct is a Transformer model that is tuned to solve many NLP tasks by following instructions.
User: yizhongw
Home Page: https://arxiv.org/abs/2204.07705
few-shot-learning instruction transformer-models zero-shot-learning cross-task-generalization

yueyu1030 / attrprompt
zero-shot-learning,[NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.
User: yueyu1030
Home Page: https://arxiv.org/abs/2306.15895
attributed-text data-centric-ai large-language-models natural-language-processing pretrained-language-model text-classification training-data-generation zero-shot-learning

zhaoxin94 / awesome-domain-adaptation
zero-shot-learning,A collection of AWESOME things about domian adaptation
User: zhaoxin94
transfer-learning domain-adaptation adversarial-learning image-translation awesome-list paper zero-shot-learning few-shot-learning optimal-transport

zhihou7 / batchformer
zero-shot-learning,CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522
User: zhihou7
representation-learning long-tailed-recognition domain-generalization domain-adaptation zero-shot-learning few-shot-learning contrastive-learning cvpr2022