An open API service providing repository metadata for many open source software ecosystems.

Topic: "zero-shot-learning"

zhaoxin94/awesome-domain-adaptation

A collection of AWESOME things about domain adaptation

Size: 952 KB - Last synced at: 10 days ago - Pushed at: 29 days ago - Stars: 5,384 - Forks: 884

DSXiangLi/DecryptPrompt

总结Prompt&LLM论文,开源数据&模型,AIGC应用

Size: 2.56 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3,289 - Forks: 317

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

Language: Python - Size: 7.27 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 3,057 - Forks: 229

sudharsan13296/Awesome-Meta-Learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

Size: 105 KB - Last synced at: 3 days ago - Pushed at: about 5 years ago - Stars: 1,561 - Forks: 297

sudharsan13296/Hands-On-Meta-Learning-With-Python

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

Language: Jupyter Notebook - Size: 27.3 MB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 1,202 - Forks: 360

quqxui/Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

Size: 1.5 MB - Last synced at: about 8 hours ago - Pushed at: about 1 year ago - Stars: 1,038 - Forks: 61

sbharadwajj/awesome-zero-shot-learning

A curated list of papers, code and resources pertaining to zero shot learning

Size: 143 KB - Last synced at: 8 days ago - Pushed at: over 4 years ago - Stars: 934 - Forks: 165

ttengwang/Awesome_Prompting_Papers_in_Computer_Vision

A curated list of prompt-based paper in computer vision and vision-language learning.

Size: 72.3 KB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 928 - Forks: 71

NVlabs/ODISE

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

Language: Python - Size: 16.4 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 913 - Forks: 49

BatsResearch/bonito

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

Language: Python - Size: 796 KB - Last synced at: 2 days ago - Pushed at: 6 months ago - Stars: 818 - Forks: 55

NVlabs/GroupViT

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

Language: Python - Size: 8.04 MB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 761 - Forks: 54

lucidrains/x-clip

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

Language: Python - Size: 1.46 MB - Last synced at: 30 days ago - Pushed at: about 2 years ago - Stars: 719 - Forks: 48

kylinyang0/You-are-Pythonista

汇聚【Python应用】【Python实训】【Python技术分享】等等

Language: Python - Size: 246 MB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 705 - Forks: 716

zhengli97/Awesome-Prompt-Adapter-Learning-for-VLMs

A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.

Size: 459 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 702 - Forks: 31

clue-ai/PromptCLUE

PromptCLUE, 全中文任务支持零样本学习模型

Language: Jupyter Notebook - Size: 15.9 MB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 663 - Forks: 67

EnnengYang/Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2025.

Size: 1.67 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 629 - Forks: 36

ChenWu98/cycle-diffusion

[ICCV 2023] A latent space for stochastic diffusion models

Language: Python - Size: 52.5 MB - Last synced at: 9 months ago - Pushed at: about 2 years ago - Stars: 617 - Forks: 36

bigscience-workshop/xmtf

Crosslingual Generalization through Multitask Finetuning

Language: Jupyter Notebook - Size: 28.6 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 535 - Forks: 41

CLUEbenchmark/pCLUE

pCLUE: 1000000+多任务提示学习数据集

Language: Jupyter Notebook - Size: 192 MB - Last synced at: 8 months ago - Pushed at: over 3 years ago - Stars: 494 - Forks: 59

aelnouby/Text-to-Image-Synthesis

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

Language: Python - Size: 454 KB - Last synced at: 8 months ago - Pushed at: over 5 years ago - Stars: 410 - Forks: 89

IBM/zshot

Zero and Few shot named entity & relationships recognition

Language: Python - Size: 1.47 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 393 - Forks: 25

adapt-python/adapt

Awesome Domain Adaptation Python Toolbox

Language: Python - Size: 57.8 MB - Last synced at: 15 days ago - Pushed at: about 1 month ago - Stars: 360 - Forks: 53

explosion/prodigy-openai-recipes 📦

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

Language: Python - Size: 7.26 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 323 - Forks: 26

yinboc/DGP

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

Language: Python - Size: 444 KB - Last synced at: 8 months ago - Pushed at: over 6 years ago - Stars: 319 - Forks: 57

diffusion-classifier/diffusion-classifier

Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

Language: Python - Size: 736 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 308 - Forks: 16

RUCAIBox/LLMRank

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

Language: Python - Size: 102 MB - Last synced at: 4 months ago - Pushed at: 8 months ago - Stars: 304 - Forks: 26

edgarschnfld/CADA-VAE-PyTorch

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

Language: Python - Size: 39.7 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 286 - Forks: 56

UCSC-VLAA/CLIPA

[NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"

Language: Python - Size: 16.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 279 - Forks: 10

lzrobots/LearningToCompare_ZSL

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

Language: Python - Size: 13.2 MB - Last synced at: 10 months ago - Pushed at: over 7 years ago - Stars: 265 - Forks: 66

bcmi/CaGNet-Zero-Shot-Semantic-Segmentation

Code for our ACMMM2020 paper "Context-aware Feature Generation for Zero-shot Semantic Segmentation".

Language: Python - Size: 2.11 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 235 - Forks: 15

zhihou7/BatchFormer

CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522

Language: Python - Size: 22 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 226 - Forks: 19

jackboyla/GLiREL

Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)

Language: Python - Size: 6.02 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 214 - Forks: 14

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

Language: Python - Size: 684 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 206 - Forks: 33

soham97/awesome-sound_event_detection

Reading list for research topics in Sound AI

Size: 145 KB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 193 - Forks: 8

yizhongw/Tk-Instruct

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

Language: Python - Size: 9.93 MB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 181 - Forks: 28

bcmi/Awesome-Weak-Shot-Learning

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

Size: 34.2 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 181 - Forks: 14

fcjian/PromptDet

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

Language: Python - Size: 43.5 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 166 - Forks: 7

DavidHuji/CapDec

CapDec: SOTA Zero Shot Image Captioning Using CLIP and GPT2, EMNLP 2022 (findings)

Language: Python - Size: 35.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 158 - Forks: 17

Zehong-Wang/Awesome-Foundation-Models-on-Graphs

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

Size: 3.68 MB - Last synced at: 12 days ago - Pushed at: 6 months ago - Stars: 153 - Forks: 14

snakeztc/NeuralDialog-ZSDG

PyTorch codebase for zero-shot dialog generation SIGDIAL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

Language: Python - Size: 13.5 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 132 - Forks: 27

cantinilab/scPRINT Fork of jkobject/scPRINT

🏃 The go-to single-cell Foundation Model

Language: Jupyter Notebook - Size: 1.05 GB - Last synced at: 15 days ago - Pushed at: 19 days ago - Stars: 126 - Forks: 25

akshitac8/tfvaegan

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

Language: Python - Size: 1000 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 124 - Forks: 29

MantisAI/sieves

Plug-and-play document AI with zero-shot models.

Language: Python - Size: 3.4 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 120 - Forks: 8

KennithLi/Awesome-Zero-Shot-Object-Detection

Size: 21.5 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 117 - Forks: 7

WindVChen/Diff-Harmonization

A novel zero-shot image harmonization method based on Diffusion Model Prior.

Language: Python - Size: 315 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 116 - Forks: 8

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

Language: Jupyter Notebook - Size: 85.1 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 112 - Forks: 28

AnjanDutta/sem-pcyc

PyTorch implementation of the paper "Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval", CVPR 2019.

Language: Python - Size: 23 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 111 - Forks: 23

WangHelin1997/SSR-Speech

SSR-Speech: Towards Stable, Safe and Robust Zero-shot Speech Editing and Synthesis

Language: Python - Size: 3.53 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 107 - Forks: 11

salesforce/MUST 📦

PyTorch code for MUST

Language: Python - Size: 1.33 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 106 - Forks: 12

mahmoodlab/MI-Zero

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

Language: Python - Size: 1.94 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 104 - Forks: 7

yueyu1030/AttrPrompt

[NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.

Language: Python - Size: 705 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 94 - Forks: 5

BatsResearch/zsl-kg

Framework for zero-shot learning with knowledge graphs.

Language: Python - Size: 33.6 MB - Last synced at: almost 3 years ago - Pushed at: over 3 years ago - Stars: 94 - Forks: 7

BatsResearch/csp

Learning to compose soft prompts for compositional zero-shot learning.

Language: Python - Size: 176 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 90 - Forks: 5

neel-dey/anatomix

[ICLR 2025] Learning General-purpose Biomedical Volume Representations using Randomized Synthesis

Language: Python - Size: 47 MB - Last synced at: 17 days ago - Pushed at: 19 days ago - Stars: 89 - Forks: 6

jiachenwestlake/Cross-Domain_NER

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

Language: Python - Size: 335 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 88 - Forks: 26

sajjjadayobi/CLIPfa

CLIPfa: Connecting Farsi Text and Images

Language: Jupyter Notebook - Size: 6.7 MB - Last synced at: 6 months ago - Pushed at: about 3 years ago - Stars: 83 - Forks: 8

MCG-NJU/AWT

[NeurIPS 2024] AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation

Language: Python - Size: 12.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 79 - Forks: 1

li-xirong/hierse

Zero-shot image tagging by hierarchical semantic embedding

Language: Jupyter Notebook - Size: 11.5 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 77 - Forks: 21

Hanzy1996/CE-GZSL

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

Language: Python - Size: 2.95 MB - Last synced at: almost 3 years ago - Pushed at: over 4 years ago - Stars: 75 - Forks: 16

sz128/Natural-language-understanding-papers

NLU: domain-intent-slot; text2SQL

Size: 69.3 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 74 - Forks: 10

prakharguptaz/Instructdial

Code for the paper Code for the paper InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning

Language: Python - Size: 1.29 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 73 - Forks: 12

yuxin-jiang/Anomagic

[AAAI 2026] The Official Implementation for "Anomagic: Crossmodal Prompt-driven Zero-shot Anomaly Generation"

Language: Python - Size: 85.1 MB - Last synced at: 14 days ago - Pushed at: 15 days ago - Stars: 72 - Forks: 3

dbmdz/deep-eos

General-Purpose Neural Networks for Sentence Boundary Detection

Language: Python - Size: 77.1 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 71 - Forks: 7

RoyalSkye/Routing-MVMoE

[ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"

Language: Python - Size: 379 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 70 - Forks: 6

RUSH-LAB/LSH_Memory

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

Language: Python - Size: 24.4 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 70 - Forks: 18

cetinsamet/zero-shot-learning

Implementation of Zero-Shot Learning algorithm using Word2Vecs as class embeddings

Language: Python - Size: 131 MB - Last synced at: almost 3 years ago - Pushed at: about 7 years ago - Stars: 68 - Forks: 27

shiming-chen/TransZero

Official PyTorch Implementation of TransZero (AAAI'22)

Language: Python - Size: 15.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 65 - Forks: 7

om-ai-lab/GroundVLP

GroundVLP: Harnessing Zero-shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object Detection (AAAI 2024)

Language: Jupyter Notebook - Size: 33.7 MB - Last synced at: 9 months ago - Pushed at: about 2 years ago - Stars: 64 - Forks: 4

soumik12345/Zero-DCE

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

Language: Jupyter Notebook - Size: 7.63 MB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 61 - Forks: 5

hellowangqian/domain-adaptation-capls

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

Language: MATLAB - Size: 63.5 KB - Last synced at: 8 months ago - Pushed at: almost 4 years ago - Stars: 58 - Forks: 12

ramprs/neuron-importance-zsl

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

Language: Python - Size: 31.3 KB - Last synced at: 8 months ago - Pushed at: over 7 years ago - Stars: 57 - Forks: 9

akshitac8/BiAM

[ICCV 2021] Official Pytorch implementation for Discriminative Region-based Multi-Label Zero-Shot Learning SOTA results on NUS-WIDE and OpenImages

Language: Python - Size: 28.2 MB - Last synced at: almost 3 years ago - Pushed at: about 4 years ago - Stars: 55 - Forks: 10

yumeng5/SuperGen

[NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding

Language: Python - Size: 47.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 54 - Forks: 10

teacherpeterpan/Zero-shot-Fact-Verification

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

Language: Python - Size: 1.31 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 53 - Forks: 8

NarcissusEx/CuNeRF

[ICCV 2023] CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super Resolution

Language: Python - Size: 9.66 MB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 50 - Forks: 3

naraysa/gzsl-od

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

Language: Python - Size: 15.6 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 50 - Forks: 12

JingqingZ/KG4ZeroShotText

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

Language: Python - Size: 1.71 MB - Last synced at: 5 months ago - Pushed at: almost 6 years ago - Stars: 49 - Forks: 12

sseung0703/Zero-shot_Knowledge_Distillation

Zero-Shot Knowledge Distillation in Deep Networks in ICML2019

Language: Python - Size: 1.5 MB - Last synced at: 8 months ago - Pushed at: over 6 years ago - Stars: 49 - Forks: 9

mvp18/Popular-ZSL-Algorithms

Python Implementation of Zero Shot Learning Algorithms (ALE, DeViSE, ESZSL, SAE, SJE) under ZSLGBU protocol

Language: Python - Size: 65.4 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 48 - Forks: 15

RobertBiehl/CLIP-tf2

OpenAI CLIP converted to Tensorflow 2/Keras

Language: Python - Size: 62.5 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 44 - Forks: 6

MartinMashalov/VoiceCloning

Generative voice cloning model using TTS synthesis with state-of-the-art Zero-Shot Multi-Speaker functionality. An web api built with the YourTTS TTS model to clone and generate realistic audio waves

Language: Python - Size: 15.6 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 44 - Forks: 7

joaoaleite/ToLD-Br

Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis

Language: Jupyter Notebook - Size: 12.1 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 42 - Forks: 7

Shandilya21/Few-Shot

A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.

Language: Python - Size: 4.69 MB - Last synced at: almost 3 years ago - Pushed at: about 3 years ago - Stars: 42 - Forks: 3

xuanlinli17/large_vlm_distillation_ood

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

Language: Python - Size: 3.69 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 41 - Forks: 4

optas/shapeglot

ShapeGlot: Learning Language for Shape Differentiation

Language: Jupyter Notebook - Size: 835 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 41 - Forks: 5

OSU-NLP-Group/QA4RE

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

Language: Python - Size: 50.8 KB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 40 - Forks: 5

jiacheng-ye/ZeroGen

[EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.

Language: Python - Size: 133 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 39 - Forks: 8

duyhominhnguyen/Exgra-Med

[NeurIPS 2025] ExGra-Med: Medical Multi-Modal LLM with Extended Context Alignment

Language: Python - Size: 4.92 MB - Last synced at: 17 days ago - Pushed at: 19 days ago - Stars: 37 - Forks: 1

shiming-chen/MSDN

Official PyTorch Implementation of MSDN (CVPR'22)

Language: Python - Size: 28.8 MB - Last synced at: almost 3 years ago - Pushed at: about 3 years ago - Stars: 37 - Forks: 3

MLforHealth/S2SD

(ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv.org/abs/2009.08348

Language: Python - Size: 998 KB - Last synced at: almost 3 years ago - Pushed at: over 5 years ago - Stars: 37 - Forks: 6

ronaldseoh/atsc_prompts

Codes for the experiments in our EMNLP 2021 paper "Open Aspect Target Sentiment Classification with Natural Language Prompts"

Language: Jupyter Notebook - Size: 103 MB - Last synced at: 10 months ago - Pushed at: about 4 years ago - Stars: 36 - Forks: 4

jacobmarks/zero-shot-prediction-plugin

Run zero-shot prediction models on your data

Language: Python - Size: 48.8 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 35 - Forks: 3

zjukg/DUET

[Paper][AAAI 2023] DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning

Language: Python - Size: 7.63 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 35 - Forks: 8

Abhipanda4/Feature-Generating-Networks 📦

Zero Shot Learning with Feature Generating Networks

Language: Python - Size: 353 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 35 - Forks: 12

bcmi/CaGNetv2-Zero-Shot-Semantic-Segmentation

Code for "From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic Segmentation".

Language: Python - Size: 721 KB - Last synced at: almost 3 years ago - Pushed at: almost 4 years ago - Stars: 34 - Forks: 1

rishikksh20/Zero-Shot-TTS

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

Language: Python - Size: 220 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 34 - Forks: 3

safreita1/malnet-image

A large-scale database of malicious software images

Language: Python - Size: 1.73 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 34 - Forks: 9

universome/class-norm

Class Normalization for Continual Zero-Shot Learning

Language: Python - Size: 70.9 MB - Last synced at: 9 months ago - Pushed at: almost 5 years ago - Stars: 34 - Forks: 3

yangbang18/MultiCapCLIP

(ACL'2023) MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning

Language: Python - Size: 137 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 0

kreimanlab/VisualSearchZeroShot

Zero-shot Invariant and Efficient Visual Search

Language: Lua - Size: 88.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 32 - Forks: 5

Related Topics
few-shot-learning 63 deep-learning 63 pytorch 51 machine-learning 47 computer-vision 39 nlp 29 transfer-learning 26 python 25 large-language-models 23 natural-language-processing 22 llm 19 clip 19 text-classification 18 transformer 18 zero-shot-classification 15 prompt-engineering 14 transformers 13 domain-adaptation 13 foundation-models 12 ai 11 generalized-zero-shot-learning 11 llms 10 object-detection 10 image-classification 10 sentiment-analysis 10 vision-language-model 10 one-shot-learning 10 prompt-learning 9 diffusion-models 9 generative-ai 9 contrastive-learning 9 huggingface-transformers 9 openai 9 python3 9 zero-shot 9 huggingface 8 in-context-learning 7 bert 7 language-model 7 chatgpt 7 classification 7 named-entity-recognition 7 tensorflow 7 relation-extraction 7 information-extraction 6 generalization 6 meta-learning 6 dataset 6 semantic-segmentation 6 continual-learning 6 artificial-intelligence 6 multilingual 6 text-to-speech 6 few-shot 6 action-recognition 6 llama 6 generative-adversarial-network 6 multimodal 6 natural-language-understanding 6 knowledge-graph 5 neural-network 5 unsupervised-learning 5 fastapi 5 prompting 5 gpt-3 5 voice-cloning 5 image-retrieval 5 prompt 5 nlp-machine-learning 5 attention-mechanism 5 vision-and-language 5 sketch-based-image-retrieval 5 video-understanding 4 segment-anything 4 diffusion 4 multilingual-nlp 4 instruction-tuning 4 low-resource-languages 4 gradio 4 generative-model 4 gpt-4 4 machine-translation 4 adversarial-learning 4 vision-transformer 4 deep-neural-networks 4 knowledge-distillation 4 generative-models 4 multilingual-models 4 reinforcement-learning 4 multi-task-learning 4 question-answering 4 metric-learning 4 visual-question-answering 4 fine-tuning 4 gpt 4 vision-language 4 representation-learning 4 machine-learning-algorithms 4 stable-diffusion 4 multimodal-learning 4