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

GitHub topics: zero-shot-retrieval

beir-cellar/beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Language: Python - Size: 38.9 MB - Last synced at: 10 days ago - Pushed at: about 2 months ago - Stars: 1,771 - Forks: 204

VectorInstitute/mmlearn

A toolkit for research on multimodal representation learning

Language: Python - Size: 4.91 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 14 - Forks: 3

Colin97/OpenShape_code

official code of “OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding”

Language: Python - Size: 3.37 MB - Last synced at: 14 days ago - Pushed at: about 1 month ago - Stars: 264 - Forks: 17

OpenGVLab/InternVideo

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

Language: Python - Size: 53.3 MB - Last synced at: 20 days ago - Pushed at: about 2 months ago - Stars: 1,771 - Forks: 106

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.

Language: Python - Size: 212 KB - Last synced at: 23 days ago - Pushed at: almost 2 years ago - Stars: 31 - Forks: 4

encord-team/text-to-image-eval

Evaluate custom and HuggingFace text-to-image/zero-shot-image-classification models like CLIP, SigLIP, DFN5B, and EVA-CLIP. Metrics include Zero-shot accuracy, Linear Probe, Image retrieval, and KNN accuracy.

Language: Jupyter Notebook - Size: 14.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 30 - Forks: 0

LAION-AI/scaling-laws-openclip

Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)

Language: Jupyter Notebook - Size: 1.44 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 135 - Forks: 11

PrateekJannu/Solo-Synth-GAN-v1.0

This is the open-source repository for the project "Solo-Synth GAN" which is one of the latest zero shot generative adversarial network

Language: Python - Size: 564 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

OpenMatch/COCO-DR

[EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning".

Language: Python - Size: 2.2 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 45 - Forks: 4

Monsets/HowToRAG_ru

Пересказ статей по rag

Size: 1.63 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

qinnzou/Zero-Shot-Hashing

Transductive Zero-Shot Hashing For Multi-Label Image Retrieval

Language: Python - Size: 5.59 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 1

gchochla/Deep-Representations-of-Visual-Descriptions

Pytorch implementation of CVPR'16 paper "Learning Deep Representations of Fine-Grained Visual Descriptions", by Reed et al.

Language: Python - Size: 6.83 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 1

mvp18/TTT-UCDR

[https://arxiv.org/abs/2208.09198] Test-Time Training for Universal Cross-Domain Retrieval

Language: Python - Size: 713 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

mvp18/UCDR

[ICCV 2021] PyTorch implementation of "Universal Cross-Domain Retrieval: Generalizing across Classes and Domains"

Language: Python - Size: 767 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 2

Related Keywords
zero-shot-retrieval 14 zero-shot-classification 5 bert 3 zero-shot-learning 3 deep-learning 3 contrastive-learning 3 pytorch 3 few-shot-learning 2 clip 2 image-retrieval 2 rag 2 nlp 2 information-retrieval 2 domain-generalization 2 benchmark 2 scaling-laws 1 pre-training 1 openclip 1 laion 1 fine-tuning 1 transfer-learning 1 machine-learning-algorithms 1 test-time-adaptation 1 zero-shot-image-classification 1 text-to-image-evaluation 1 model-evaluation-metrics 1 linear-probing 1 knn-search 1 evaluation-metrics 1 evaluation-framework 1 embeddings-extraction 1 embedding-evaluation 1 natural-language-processing 1 sketch-based-image-retrieval 1 python3 1 multimodal-deep-learning 1 fine-grained-recognition 1 crnn 1 zero-shot-hashing 1 one-shot-learning 1 multilabel-image-retrieval 1 hash-learning 1 deep-hashing 1 convolutional-neural-network 1 cnn 1 zero-shot 1 transformer 1 pretrained-language-model 1 distributionally-robust 1 distributionally 1 dense-retrieval 1 zero-shot-image-generation 1 faiss 1 point-cloud 1 image-generation 1 3d-understanding 1 3d-shape-retrieval 1 3d-classification 1 3d 1 multimodal-learning 1 multi-task-learning 1 i-jepa 1 sentence-transformers 1 sbert 1 retrieval-models 1 retrieval 1 question-generation 1 passage-retrieval 1 llm 1 elasticsearch 1 dpr 1 dataset 1 colbert 1 entity-linking 1 approximate-nearest-neighbor-search 1 allennlp 1 vision-transformer 1 video-understanding 1 video-retrieval 1 video-question-answering 1 video-dataset 1 video-data 1 video-clip 1 temporal-action-localization 1 spatio-temporal-action-localization 1 self-supervised 1 open-set-recognition 1 multimodal 1 masked-autoencoder 1 instruction-tuning 1 foundation-models 1 action-recognition 1 point-cloud-caption 1