Projects in Awesome Lists tagged with zero-shot-learning

https://github.com/cvi-szu/linly

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

bert chatbot chatgpt chinese chinese-nlp gpt-3 language-model llama nlp zero-shot-learning

Last synced: 15 May 2025

https://github.com/CVI-SZU/Linly

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

bert chatbot chatgpt chinese chinese-nlp gpt-3 language-model llama nlp zero-shot-learning

Last synced: 13 Mar 2025

https://github.com/dsxiangli/decryptprompt

总结Prompt&LLM论文，开源数据&模型，AIGC应用

aigc chain-of-thought chatgpt demonstration few-shot-learning in-context-learning instruction-tuning llm llm-agent papers prompt prompt-engineering prompt-tuning zero-shot-learning

Last synced: 14 May 2025

https://github.com/DSXiangLi/DecryptPrompt

总结Prompt&LLM论文，开源数据&模型，AIGC应用

aigc chain-of-thought chatgpt demonstration few-shot-learning in-context-learning instruction-tuning llm llm-agent papers prompt prompt-engineering prompt-tuning zero-shot-learning

Last synced: 05 May 2025

https://github.com/sudharsan13296/hands-on-meta-learning-with-python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

deep-meta-learning few-shot-learning keras maml mann matching-networks meta-imitation-learning meta-sgd metalearning ntm one-shot-learning prototypical-network prototypical-networks reinforcement-learning relation-network reptile shot-learning siamese-network tensorflow zero-shot-learning

Last synced: 16 May 2025

https://github.com/sudharsan13296/Hands-On-Meta-Learning-With-Python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

deep-meta-learning few-shot-learning keras maml mann matching-networks meta-imitation-learning meta-sgd metalearning ntm one-shot-learning prototypical-network prototypical-networks reinforcement-learning relation-network reptile shot-learning siamese-network tensorflow zero-shot-learning

Last synced: 06 May 2025

https://github.com/NVlabs/ODISE

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

deep-learning diffusion-models instance-segmentation open-vocabulary open-vocabulary-segmentation open-vocabulary-semantic-segmentation open-world-classification open-world-object-detection panoptic-segmentation pytorch semantic-segmentation text-image-retrieval zero-shot-learning

Last synced: 28 Mar 2025

https://github.com/batsresearch/bonito

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

domain-adaptation gpt llm synthetic-data synthetic-dataset-generation task-adaptation zero-shot-learning

Last synced: 18 Jan 2026

https://github.com/NVlabs/GroupViT

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.

image-text-matching semantic-segmentation transformers zero-shot-learning

Last synced: 03 Apr 2025

https://github.com/lucidrains/x-clip

A concise but complete implementation of CLIP with various experimental improvements from recent papers

artificial-intelligence contrastive-learning deep-learning multi-modal-learning zero-shot-learning

Last synced: 01 Apr 2025

https://github.com/miracleyoung/you-are-pythonista

汇聚【Python应用】【Python实训】【Python技术分享】等等

awesome-python learning-python python python-learning python-learning-notes python-programming python-programming-exercises python-project python-script python3 zero-shot-learning

Last synced: 15 May 2025

https://github.com/clue-ai/promptclue

PromptCLUE, 全中文任务支持零样本学习模型

bert chinese few-shot-learning gpt-3 multitask-learning pretrained-models prompt-tuning roberta t5-model transfer-learning zero-shot-learning

Last synced: 04 Apr 2025

https://github.com/clue-ai/PromptCLUE

PromptCLUE, 全中文任务支持零样本学习模型

bert chinese few-shot-learning gpt-3 multitask-learning pretrained-models prompt-tuning roberta t5-model transfer-learning zero-shot-learning

Last synced: 09 May 2025

https://github.com/BatsResearch/bonito

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

domain-adaptation gpt llm synthetic-data synthetic-dataset-generation task-adaptation zero-shot-learning

Last synced: 16 Apr 2025

https://github.com/chenwu98/cycle-diffusion

[ICCV 2023] A latent space for stochastic diffusion models

diffusion-models generative-models image-synthesis image-to-image-translation score-based-generative-models stable-diffusion text-to-image zero-shot-learning

Last synced: 27 Mar 2025

https://github.com/bigscience-workshop/xmtf

Crosslingual Generalization through Multitask Finetuning

bloom bloomz instruction-tuning language-models large-language-models mt0 multilingual-nlp multitask-learning t5 zero-shot-learning

Last synced: 09 Apr 2025

https://github.com/cluebenchmark/pclue

pCLUE: 1000000+多任务提示学习数据集

chinese clue datasets multi-task-learning prompt-learning promptclue zero-shot-learning

Last synced: 05 Apr 2025

https://github.com/CLUEbenchmark/pCLUE

pCLUE: 1000000+多任务提示学习数据集

chinese clue datasets multi-task-learning prompt-learning promptclue zero-shot-learning

Last synced: 19 Mar 2025

https://github.com/aelnouby/Text-to-Image-Synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

gans image-generation pytorch text-to-image zero-shot-learning

Last synced: 09 May 2025

https://github.com/aelnouby/text-to-image-synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

gans image-generation pytorch text-to-image zero-shot-learning

Last synced: 06 Apr 2025

https://github.com/ibm/zshot

Zero and Few shot named entity & relationships recognition

ai deep-learning few-shot few-shot-learning machine-learning named-entity-recognition natural-language-processing natural-language-understanding ned ner nlp nlp-library pytorch relation-extraction relationship-extraction spacy transformer zero-shot zero-shot-learning

Last synced: 15 May 2025

https://github.com/adapt-python/adapt

Awesome Domain Adaptation Python Toolbox

adversarial-learning adversarial-networks dann deep-learning domain-adaptation feature-selection few-shot-learning generalization importance-sampling machine-learning python regularization-parameters scikit-learn tensorflow transfer-learning zero-shot-learning

Last synced: 15 May 2025

https://github.com/yinboc/dgp

Rethinking Knowledge Graph Propagation for Zero-Shot Learning, in CVPR 2019

knowledge-graph machine-learning pytorch zero-shot-learning

Last synced: 09 Apr 2025

https://github.com/explosion/prodigy-openai-recipes

✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3

annotation-tool few-shot-learning gpt-3 nlp openai openai-api prodigy zero-shot-learning

Last synced: 27 Sep 2025

https://github.com/edgarschnfld/CADA-VAE-PyTorch

Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)

few-shot-learning generalized-zero-shot-learning vae variational-autoencoder zero-shot-learning

Last synced: 15 Mar 2025

https://github.com/rucaibox/llmrank

[ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"

chatgpt large-language-models recommendation-system recommender-system zero-shot-learning

Last synced: 17 Sep 2025

https://github.com/lzrobots/LearningToCompare_ZSL

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)

few-shot-learning zero-shot-learning

Last synced: 15 Mar 2025

https://github.com/RetroCirce/Zero_Shot_Audio_Source_Separation

The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022

audio-source-separation music-information-retrieval python query-based-learning transformer-models zero-shot-learning

Last synced: 14 Jul 2025

https://github.com/yizhongw/tk-instruct

Tk-Instruct is a Transformer model that is tuned to solve many NLP tasks by following instructions.

cross-task-generalization few-shot-learning instruction transformer-models zero-shot-learning

Last synced: 21 Aug 2025

https://github.com/fcjian/PromptDet

PromptDet: Towards Open-vocabulary Detection using Uncurated Images, ECCV2022

clip computer-vision eccv2022 novel-categories object-detection prompt-learning pseudo-labeling regional-prompt self-training vocabulary web-image zero-shot-learning

Last synced: 15 Jun 2025

https://github.com/jhu-lcsr/good_robot

"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

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

Last synced: 03 Oct 2025

https://github.com/salesforce/MUST

PyTorch code for MUST

clip masked-image-modeling self-training unsupervised-learning zero-shot-classification zero-shot-learning

Last synced: 08 May 2025

https://github.com/salesforce/must

PyTorch code for MUST

clip masked-image-modeling self-training unsupervised-learning zero-shot-classification zero-shot-learning

Last synced: 15 Apr 2025

https://github.com/mahmoodlab/mi-zero

Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023

computational-pathology digital-pathology image-text-pathology mahmoodlab mil pathology quantitative-pathology vision-language-pathology zero-shot-learning zero-shot-pathology

Last synced: 22 Jul 2025

https://github.com/sajjjadayobi/CLIPfa

CLIPfa: Connecting Farsi Text and Images

clip farsi farsi-datasets image-search openai-clip persian-nlp zero-shot-learning

Last synced: 08 Jul 2025

https://github.com/soumik12345/zero-dce

Pytorch implementation of Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

deep-learning hdr low-light-enhance low-light-image-enhancement pytorch zero-shot-learning

Last synced: 06 May 2025

https://github.com/ramprs/neuron-importance-zsl

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

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

Last synced: 14 May 2025

https://github.com/hellowangqian/domain-adaptation-capls

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

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

Last synced: 08 May 2025

https://github.com/jingqingz/kg4zeroshottext

Source code of the paper 'Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. NAACL-HLT 2019. '

deep-learning knowledge-graph natural-language-processing text-classification zero-shot-learning

Last synced: 03 Aug 2025

https://github.com/sseung0703/zero-shot_knowledge_distillation

Zero-Shot Knowledge Distillation in Deep Networks in ICML2019

knowledge-distillation tensorflow zero-shot-learning

Last synced: 30 Apr 2025

https://github.com/xuanlinli17/large_vlm_distillation_ood

Distilling Large Vision-Language Model with Out-of-Distribution Generalizability (ICCV 2023)

deep-learning few-shot-learning machine-learning open-vocabulary out-of-distribution out-of-distribution-generalization zero-shot-learning

Last synced: 21 Apr 2026

https://github.com/osu-nlp-group/qa4re

[ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"

instruction-tuning large-language-models relation-extraction zero-shot-learning

Last synced: 23 Jul 2025

https://github.com/universome/class-norm

Class Normalization for Continual Zero-Shot Learning

continual-learning iclr2021 initialization lifelong-learning normalization zero-shot-learning

Last synced: 29 Apr 2025

https://github.com/universome/class-norm-for-czsl

Class Normalization for Continual Zero-Shot Learning

continual-learning iclr2021 initialization lifelong-learning normalization zero-shot-learning

Last synced: 24 Apr 2025

https://github.com/snap-stanford/zeroc

ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more complex, hierarchical concepts, even across domains

concept-learning energy-based-model generalization hierarchical neuro-symbolic zero-shot-learning

Last synced: 23 Oct 2025

https://github.com/izuna385/zero-shot-entity-linking

Zero-shot Entity Linking with blitz start in 3 minutes. Hard negative mining and encoder for all entities are also included in this implementation.

allennlp approximate-nearest-neighbor-search bert entity-linking faiss natural-language-processing zero-shot-learning zero-shot-retrieval

Last synced: 22 Apr 2025

https://github.com/ivandonadello/visual-relationship-detection-ltn

This repository contains the dataset and the source code for the detection of visual relationships with the Logic Tensor Networks framework.

action-recognition deep-learning human-object-interaction scene-graph scene-recognition scene-understanding semantic-image-interpretation visual-relationship-detection vrd zero-shot-learning

Last synced: 01 May 2025

https://github.com/narcissusex/cunerf

[ICCV2023] CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super Resolution

iccv2023 medical-image-synthesis neural-radiance-fields pytorch super-resolution zero-shot-learning

Last synced: 27 Aug 2025

https://github.com/jacobmarks/zero-shot-prediction-plugin

Run zero-shot prediction models on your data

classification clip computer-vision detection fiftyone huggingface owl-vit plugin python segment-anything segmentation yolo-world zero-shot-learning

Last synced: 31 Oct 2025

https://github.com/mhw32/rubric-sampling-public

PyTorch implementation for "Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference" (https://arxiv.org/abs/1809.01357).

deep-learning education machine-learning programming zero-shot-learning

Last synced: 14 Apr 2025

https://github.com/ashok-arjun/zero-shot-sketch-based-image-retrieval

Zero-shot sketch-based image retrieval using a domain adversarial neural network

computer-vision deep-learning domain-adversarial gradient-reversal-layer image-retrieval machine-learning pytorch sketch-based-image-retrieval zero-shot-learning

Last synced: 28 Jul 2025

https://github.com/megagonlabs/zett

:see_no_evil: Code for Zero-shot Triplet Extraction by Template Infilling (Kim et al; IJCNLP-AACL 2023)

ijcnlp-aacl-2023 information-extraction nlp zero-shot-learning zero-shot-triplet-extraction

Last synced: 23 Apr 2025

https://github.com/centre-for-humanities-computing/stormtrooper

Zero/few shot learning components for scikit-learn pipelines with LLMs and transformers.

chatgpt few-shot-learning gpt-4 large-language-models llm scikit-learn transformer transformers zero-shot-learning

Last synced: 24 Oct 2025

https://github.com/wenkesj/zero_shot_visual_imitation

Efficient zero-shot goal planning

deep-learning zero-shot-learning

Last synced: 23 Apr 2025

https://github.com/visresearch/sdmprune

The official implementation of "SDMPrune: Self-Distillation MLP Pruning for Efficient Large Language Models"

efficient-inference large-language-models llama zero-shot-learning

Last synced: 20 Jun 2025

https://github.com/howardyclo/imagenet2coco

A demo for mapping class labels from ImageNet to COCO.

deep-learning detection few-shot-learning imagenet imagenet-dataset mscoco mscoco-dataset one-shot-learning zero-shot-learning

Last synced: 12 Oct 2025

https://github.com/sedflix/unsacmt

Unsupervised Sentiment Analysis for Code-mixed Data

code-mixed code-switching cross-lingual embeddings multi-lingual sentiment-analysis unsupervised zero-shot-learning

Last synced: 05 Sep 2025

https://github.com/anuj-rai-23/phosc-zero-shot-word-recognition

Implementation of PHOSNet and Pho(SC)Net for Word Recognition in Historical Documents. Implemented using Tensorflow 2.x

deep-learning deep-neural-networks historical-document-analysis historical-documents icdar icdar2021 keras-tensorflow neural-networks phocnet phoscnet phosnet spatial-pyramid-pooling tensorflow word-recognition zero-shot-learning

Last synced: 10 Jun 2025

https://github.com/fractalego/fewrel_zero_shot

A relation extractor trained on FewRel 1.0

fewrel notebook paper relation-extraction zero-shot-learning

Last synced: 09 Apr 2025

https://github.com/rajatdiptabiswas/flask-api-hugging-face-fb-bart-large-mnli

:hugs: Flask API for Hugging Face's facebook/bart-large-mnli model

huggingface huggingface-transformers zero-shot-classification zero-shot-learning

Last synced: 14 Apr 2025

https://github.com/nishiwen1214/prompt-learning

利用MLM-prompt learning 做 Zero-Shot/Few-Shot/Semi-Supervised

bert few-shot-learning pet prompt-learning zero-shot-learning

Last synced: 17 Jun 2025

https://github.com/yueyang1996/z-lavi

EMNLP 2022: Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination

language-and-vision visual-imagination zero-shot-learning

Last synced: 14 Oct 2025

https://github.com/analyticalmonk/slack-gpt-classifier

Python scripts to extract Slack messages, and classify their intent using OpenAI's GPT-4 API

gpt-4 intent-classification openai openai-api slack slack-api zero-shot-learning

Last synced: 11 Sep 2025

https://github.com/sharpiless/zskd-pytorch

Pytorch implement of Zero-shot Knowledge Distillation in Deep Neural Networks

knowledge-distillation zero-data zero-shot-learning zskd

Last synced: 03 Mar 2026

https://github.com/twuilliam/bias-gzsl

Source code for "Bias-Awareness for Zero-Shot Learning the Seen and Unseen" (BMVC, 2020).

generalized-zero-shot-learning gzsl zero-shot-learning

Last synced: 11 Apr 2025

https://github.com/nishiwen1214/zero-few-shot-electra

Code of paper: "ELECTRA is a Zero-shot learner, Too" -- Prompt-based ELECTRA for zero-shot learning.

bert4keras electra prompt-learning rtd zero-shot-learning

Last synced: 15 May 2025

https://github.com/bayer-group/xtars-naacl2022

Zero/few-shot learning for classification with very large label sets and long-tailed distribution of labels in data points

bayer-not-classified bayer-reg-none beat-not-applicable few-shot-learning large-scale-classification natural-language-processing text-classification zero-shot-learning

Last synced: 06 Mar 2026

https://github.com/vision-cair/cizslv2

CIZSL++: Creativity Inspired Generative Zero-Shot Learning. T-PAMI under review.

attributes creativity generative-models unseen-classes-understanding vision-and-language zero-shot-learning

Last synced: 12 Apr 2025

https://github.com/amey-thakur/zero-shot-video-generation

Zero-Shot Text to Video Generation

amey ameythakur computer-engineering engineering jupyter-notebook machine-learning master-of-engineering meng meng-ece project python t2v text-to-video text-to-video-generation university-of-windsor uwindsor zero-shot-learning

Last synced: 17 Sep 2025

https://github.com/Vision-CAIR/CIZSLv2

CIZSL++: Creativity Inspired Generative Zero-Shot Learning. T-PAMI under review.

attributes creativity generative-models unseen-classes-understanding vision-and-language zero-shot-learning

Last synced: 08 May 2025

https://github.com/jaketae/auto-tagger

Fine-tuning and zero-shot learning with transformers to automatically tag my study blog posts

bart bert multilabel-classification nli nlp pytorch roberta tagging transformer zero-shot-learning

Last synced: 11 Oct 2025

https://github.com/ashwaniydv/zero-shot-image-recognition

IIT Patna Academic Project | CS244-Introduction to data science | Image classification: Zero-shot Image Recognition

object-detection transfer-learning word2vec zero-shot zero-shot-classification zero-shot-learning

Last synced: 09 Mar 2026

https://github.com/om-ai-lab/groundvlp

GroundVLP: Harnessing Zero-shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object Detection

multimodal object-detection vision-and-language zero-shot-learning

Last synced: 08 Apr 2025

https://github.com/zehong-wang/awesome-foundation-models-on-graphs

A collection of graph foundation models including papers, codes, and datasets.

data-augmentation deep-learning few-shot-learning foundation-models graph-classification graph-foundation-model graph-neural-networks graph-representation-learning knowlege-graph link-prediction machine-learning molecule node-classification node-embedding pre-training representation-learning self-supervised-learning transfer-learning unsupervised-learning zero-shot-learning

Last synced: 17 Apr 2025

https://github.com/voletiv/zero-shot-learning-experiments

My experiments with Zero Shot Learning

lip-reading zero-shot-learning

Last synced: 16 Sep 2025

https://github.com/paxnea/llm-multimodal-nudging

Zero-Shot Learning for Multimodal Nudging

content-creation generative-ai llm multimodal recommender-system zero-shot-learning

Last synced: 13 Apr 2025

https://github.com/humansignal/smartfew

SmartFew is your swiss knife for semi-supervised structuring of unlabeled data using Few Shot Learning.

few-shot few-shot-learning few-shot-recognition machine-learning meta-learning one-shot-learning one-shot-segmentation zero-shot zero-shot-learing zero-shot-learning

Last synced: 07 May 2025

https://github.com/lucasfrag/automated-fact-checking-in-pt-br

This repository provides scripts and workflows for translating fact-checking datasets and automating claim classification using large language models (LLMs).

dataset fact-checking few-shot few-shot-learning llm nlp ollama pt-br python translation zero-shot zero-shot-learning

Last synced: 09 Mar 2026

https://github.com/kamenialexnea/zero-shot-classification

gliznet: generalized ligthweight zero shot classification network

classification deep-learning machine-learning zero-shot-learning

Last synced: 16 Apr 2026

https://github.com/bhattbhavesh91/zero-shot-huggingface-demo

Zero Shot Classification with HuggingFace Pipeline

huggingface huggingface-pipeline huggingface-transformers shot-classification zero-shot-learning zeroshot-learning

Last synced: 26 Sep 2025

https://github.com/lucasfrag/fact-checking-dataset-translator

This repository provides scripts and workflows for translating fact-checking datasets and automating claim classification using large language models (LLMs).

dataset fact-checking few-shot few-shot-learning llm nlp ollama pt-br python translation zero-shot zero-shot-learning

Last synced: 01 Aug 2025

https://github.com/alessioborgi/stylealigned

Novel framework for Zero-Shot Style Alignment in Text-to-Image generation, using minimal attention sharing and ensuring consistent style transfer without fine-tuning.

canny-edge-detection clip controlnet depth-image diffusion diffusion-models generative generative-model reference-images style-aligned t2i zero-shot-learning

Last synced: 04 Jan 2026

https://github.com/alessioborgi/z-samb_stylealigned_multireference-multimodal

Novel framework for Zero-Shot Style Alignment in Text-to-Image generation, incorporating Multi-Modal Context-Awareness and Multi-Reference Style Alignment, using minimal attention sharing, ensuring consistent style transfer without fine-tuning.

adain blip clap context-awareness multi-modal multi-style-transfer no-fine-tuning shared-attention-heads style-aligned text-to-image-generation whisper zero-shot-learning

Last synced: 16 Feb 2026

https://github.com/fork123aniket/zero-shot-question-answering

Implementation of Zero-Shot Question Answering in PyTorch

natural-language-processing nlp pytorch pytorch-tutorial question-answering transformers zero-shot-learning

Last synced: 20 Apr 2026

https://github.com/liaoyanqing666/pretrained_model_alignment

将视觉预训练模型与文字预训练模型进行对齐，可用于零样本学习。Aligning visual pre-trained models with text pre-trained models, enabling zero-shot learning.

alignment pretrained-models python pytorch sentence-transformers transformer vision-transformer zero-shot-learning

Last synced: 26 Jun 2025

https://github.com/rdspring1/lsh_memory

One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH

deep-learning locality-sensitive-hashing memory-networks pytorch zero-shot-learning

Last synced: 26 Apr 2026

https://github.com/alessioborgi/Z-SAMB_StyleAligned_MultiReference-MultiModal

Novel framework for Zero-Shot Style Alignment in Text-to-Image generation, incorporating Multi-Modal Context-Awareness and Multi-Reference Style Alignment, using minimal attention sharing, ensuring consistent style transfer without fine-tuning.

adain blip clap context-awareness multi-modal multi-style-transfer no-fine-tuning shared-attention-heads style-aligned text-to-image-generation whisper zero-shot-learning

Last synced: 03 Mar 2025

https://github.com/milindi-kodikara/rmit-read-biomed

Evaluating the performance of generative technologies on information extraction of genetic information utilising a range of prompting techniques, including zero-shot and few-shot learning paradigms.

bioinformatics computational-biology few-shot-learning generative-ai generative-large-language-models genetics gpt information-extraction named-entity-recognition natural-language-processing relation-extraction zero-shot-learning

Last synced: 29 Jul 2025

https://github.com/sitamgithub-msit/depthlens

DepthLens: This is a demo for DPT Beit-Large-512 used to estimate the depth of objects in images.

artificial-intelligence beit depth-estimation gradio gradio-interface huggingface-spaces huggingface-transformers monocular-depth-estimation zero-shot-learning

Last synced: 23 Mar 2025

https://github.com/noahwillcrow/stzsl

Reference DOI: 10.1109/TIP.2017.2696747

machine-learning-algorithms python3 research transfer-learning zero-shot-learning

Last synced: 13 Jan 2026

https://github.com/danfmaia/hybrid-legal-doc-classifier

Production-ready zero-shot legal document classifier using Mistral-7B LLM and FAISS validation, built with FastAPI for high-performance document classification.

async-python document-classification faiss fastapi legal-tech machine-learning mistral-7b nlp production-ready python zero-shot-learning

Last synced: 27 Apr 2026

https://github.com/ajkeith/strategydocumentanalysis

Zero-shot text classification of national AI and defense strategies

artificial-intelligence defense strategy zero-shot-learning

Last synced: 25 Oct 2025

https://github.com/bglid/haitian-creole-nlu

Project designed to reimplement and build upon CreoleVal's Reading Comprehension NLU task.

nlp nlu transfer-learning transformers zero-shot-learning

Last synced: 12 Jul 2025

https://github.com/shchoholiev/assets-manager-start-projects-evaluation

Evaluating OpenAI models on selection of code snippets for a project description.

chain-of-thought few-shot-learning model-evaluation openai prompt-engineering python zero-shot-learning

Last synced: 09 May 2026

https://github.com/rooshikesh/item-inspector-ai

AI-based product condition detection using BLIP-2 + FastAPI + Phi-4 (Ollama)

ai blip2 computer-vision condition-scoring ecommerce-ai fastapi hugging image-analysis image-tagging multimodal-ai natural-language-generation ollama open-source phi4 product-inspection prompt-engineering pyotrch python visual-language-models zero-shot-learning

Last synced: 18 Jun 2025

https://github.com/amanpriyanshu/talk-to-my-projects

Interact with my projects to quickly assess their value and relevance to your academic or business needs.

chat-application chatbot deep-learning differential-privacy federated-learning few-shot-learning llama llama3 llm named-entity-recognition openai optimization personal portfolio privacy project projects research zero-shot-learning

Last synced: 07 May 2026

https://github.com/alessioborgi/z-saslm

Accepted at the CVPR 2025 Workshop on AI for Creative Visual Content Generation, Editing and Understanding and published in the Official CVPR Workshop Procedings. Z-SASLM is a zero-shot framework for multi-style image synthesis leveraging Spherical Linear Interpolation (SLI) to achieve smooth, coherent blending—without any fine-tuning.

ai blending content creative cvpr2025 diffusion dino-vit generation interpolation latent linear manipulation models spherical style-aligned visual workshop z-saslm zero-shot-learning