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82 search results found

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

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

You Are Pythonista ⭐ 495

汇聚【Python应用】【Python实训】【Python技术分享】等等

Cycle Diffusion ⭐ 458

[ICCV 2023] A latent space for stochastic diffusion models

Prodigy Openai Recipes ⭐ 305

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

Groupvit ⭐ 287

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

Zero and Few shot named entity & relationships recognition

Diffusion Classifier ⭐ 255

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

Text To Image Synthesis ⭐ 254

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

Awesome Domain Adaptation Python Toolbox

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

Learningtocompare_zsl ⭐ 218

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

Batchformer ⭐ 210

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

Llmrank ⭐ 155

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

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

Cagnet Zero Shot Semantic Segmentation ⭐ 149

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

Neuraldialog Zsdg ⭐ 123

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

Framework for zero-shot learning with knowledge graphs.

PyTorch code for MUST

Promptdet ⭐ 77

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

Zero_shot_audio_source_separation ⭐ 77

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

Diff Harmonization ⭐ 72

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

Instructdial ⭐ 67

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

Transzero ⭐ 65

Official PyTorch Implementation of TransZero (AAAI'22)

Sem Pcyc ⭐ 63

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

Tfvaegan ⭐ 62

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

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

Few Shot ⭐ 54

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

Neuron Importance Zsl ⭐ 47

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

Lsh_memory ⭐ 46

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

Cross Domain_ner ⭐ 45

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

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

Zero Shot_knowledge_distillation ⭐ 41

Zero-Shot Knowledge Distillation in Deep Networks in ICML2019

Tk Instruct ⭐ 41

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

Zero Shot Learning ⭐ 36

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

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

Official PyTorch Implementation of MSDN (CVPR'22)

Large_vlm_distillation_ood ⭐ 29

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

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

Official PyTorch Implementation of FREE (ICCV'21)

Feature Generating Networks ⭐ 28

Zero Shot Learning with Feature Generating Networks

Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification (WWW'22)

Multicapclip ⭐ 27

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

Zero Shot Fact Verification ⭐ 26

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

Source code of paper 'Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors' (ACL 2023 Findings)

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

Cagnetv2 Zero Shot Semantic Segmentation ⭐ 23

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

Kg4zeroshottext ⭐ 22

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

Clip Tf2 ⭐ 22

OpenAI CLIP converted to Tensorflow 2/Keras

An official PyTorch implementation for CLIPPR

Visual Relationship Detection Ltn ⭐ 21

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

Zsd Sc Resolver ⭐ 19

Resolving semantic confusions for improved zero-shot detection (BMVC 2022)

Zero Shot Tts ⭐ 18

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

Zero Shot Prediction Plugin ⭐ 17

Run zero-shot prediction models on your data

Few_shot_dialogue_generation ⭐ 16

Dialogue Knowledge Transfer Networks (DiKTNet)

Rubric Sampling Public ⭐ 15

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

Zero Shot Learning ⭐ 15

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.

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

Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning

Zero Shot Sketch Based Image Retrieval ⭐ 14

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

Zero Shot Learning ⭐ 14

零样本学习

Zero_shot_learning ⭐ 13

A Visual-semantic embedding model using word2vec and CNNs

Clip Openness ⭐ 13

Code for "Delving into the Openness of CLIP"

Zsd_dataset ⭐ 13

Zero Shot Detection Dataset

Zero_shot_visual_imitation ⭐ 12

Efficient zero-shot goal planning

[ACL'23 Findings] This is the code repo for our ACL'23 Findings paper "ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval".

Zero Shot Learning ⭐ 9

~ ZeroShot Learning for ZJU AI Competition (GAN Approach)

Hyperzero ⭐ 9

Code for AAAI 2023 paper "Hypernetworks for Zero-shot Transfer in Reinforcement Learning"

Malnet Image ⭐ 9

A large-scale database of malicious software images

Msc_multi_label_zeroshot ⭐ 8

Code for master thesis on Zero-Shot Learning in multi-label scenarios

Zero-shot unsupervised image-to-image translation via exploiting semantic attributes. Image and Vision Computing, 2022.

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

Multi Head Attention Labeller ⭐ 7

Joint text classification on multiple levels with multiple labels, using a multi-head attention mechanism to wire two prediction tasks together.

Attribute Label Embedding Old ⭐ 7

An Implementation of Attribute Label Embedding (ALE) method of Zero-Shot Learning

Transform document into function.

Chronos: Zero-Shot Identification of Libraries from Vulnerability Reports (ICSE 2023, Technical Track)

Accv18 Zml2p ⭐ 6

Code for ACCV 2018 Oral Paper "Zero-Shot Facial Expression Recognition with Multi-Label Label Propagation".

基于python3-Django和Bootstrap的简易博客系统。

Adversarial_robustness_zsl ⭐ 5

[ECCV 2020 AROW Workshop] A Deep Dive into Adversarial Robustness in Zero-Shot Learning

Data_driven_ai_voice_cloning ⭐ 5

This repository contain the code of the main part of my master thesis degree at Politecnico di Torino in Data science & Engineering

Low Resource Seq Labeling ⭐ 5

Self-training Pretrained Language Models for Zero- and Few-shot Multi-dialectal Arabic Sequence Labeling

Puffin Discord Bot ⭐ 5

Open source discord moderation bot using NLP, zero-shot learning, and more.

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