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126 search results found

Awesome Domain Adaptation ⭐ 4,910

A collection of AWESOME things about domian adaptation

Linly ⭐ 2,964

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

Decryptprompt ⭐ 1,655

总结Prompt&LLM论文，开源数据&模型，AIGC应用

Awesome Meta Learning ⭐ 917

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

Awesome Zero Shot Learning ⭐ 879

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

Hands On Meta Learning With Python ⭐ 857

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

Awesome_prompting_papers_in_computer_vision ⭐ 769

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

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

Promptclue ⭐ 592

PromptCLUE, 全中文任务支持零样本学习模型

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

Crosslingual Generalization through Multitask Finetuning

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.

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

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

Awesome Llm4ie Papers ⭐ 210

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

Cada Vae Pytorch ⭐ 208

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

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".

Awesome Weak Shot Learning ⭐ 147

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

Awesome Sound_event_detection ⭐ 122

Reading list for research topics in Sound AI

Attrprompt ⭐ 114

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

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

Awesome Zero Shot Object Detection ⭐ 76

Diff Harmonization ⭐ 72

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

Zero-shot image tagging by hierarchical semantic embedding

Instructdial ⭐ 67

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

Good_robot ⭐ 66

"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

CLIPfa: Connecting Farsi Text and Images

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.

Natural Language Understanding Papers ⭐ 60

NLU: domain-intent-slot; text2SQL

Deep Eos ⭐ 57

General-Purpose Neural Networks for Sentence Boundary Detection

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

Supergen ⭐ 43

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

Domain Adaptation Capls ⭐ 42

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

[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.

Shapeglot ⭐ 38

ShapeGlot: Learning Language for Shape Differentiation

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)

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

Feature Generating Networks ⭐ 28

Zero Shot Learning with Feature Generating Networks

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"

Zero Dce ⭐ 25

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

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".

Visualsearchzeroshot ⭐ 23

Zero-shot Invariant and Efficient Visual Search

An official PyTorch implementation for CLIPPR

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

Few_shot_learning ⭐ 21

Awesome papers in few-shot learning/one-shot learning.

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)

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

Class Norm ⭐ 18

Class Normalization for Continual Zero-Shot Learning

Zero Shot Tts ⭐ 18

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

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

Source code for ZePHyR: Zero-shot Pose Hypothesis Rating @ ICRA 2021

Zero Shot Prediction Plugin ⭐ 17

Run zero-shot prediction models on your data

Few_shot_dialogue_generation ⭐ 16

Dialogue Knowledge Transfer Networks (DiKTNet)

ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation

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

pCLUE: 1200000+多任务提示学习数据集

Synse Zsl ⭐ 14

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

Zero Shot Learning ⭐ 14

零样本学习

Zero Shot Sketch Based Image Retrieval ⭐ 14

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

Generic Object ZSL Dataset (GOZ)

Clip Openness ⭐ 13

Code for "Delving into the Openness of CLIP"

Zero_shot_learning ⭐ 13

A Visual-semantic embedding model using word2vec and CNNs

Zsd_dataset ⭐ 13

Zero Shot Detection Dataset

Zero_shot_visual_imitation ⭐ 12

Efficient zero-shot goal planning

1-100 of 126 search results

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