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zero-shot-retrieval

Here are 13 public repositories matching this topic...

beir

beir-cellar / beir

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

nlp elasticsearch benchmark information-retrieval deep-learning retrieval pytorch dataset bert dpr passage-retrieval question-generation sentence-transformers sbert zero-shot-retrieval colbert retrieval-models ance use-qa

Updated Mar 19, 2024
Python

OpenGVLab / InternVideo

Video Foundation Models & Data for Multimodal Understanding

benchmark action-recognition video-understanding video-data self-supervised multimodal video-dataset open-set-recognition video-retrieval video-question-answering masked-autoencoder temporal-action-localization contrastive-learning spatio-temporal-action-localization zero-shot-retrieval video-clip vision-transformer zero-shot-classification foundation-models instruction-tuning

Updated Apr 29, 2024
Python

Colin97 / OpenShape_code

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

point-cloud image-generation 3d 3d-classification zero-shot-retrieval zero-shot-classification 3d-understanding 3d-shape-retrieval point-cloud-caption

Updated Jan 1, 2024
Python

LAION-AI / scaling-laws-openclip

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

deep-learning pytorch transfer-learning clip fine-tuning few-shot-learning pre-training zero-shot-retrieval zero-shot-classification scaling-laws laion openclip

Updated Nov 29, 2023
Jupyter Notebook

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".

nlp information-retrieval transformer bert zero-shot distributionally pretrained-language-model contrastive-learning zero-shot-retrieval dense-retrieval distributionally-robust

Updated Oct 12, 2023
Python

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.

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

Updated Jun 12, 2023
Python

qinnzou / Zero-Shot-Hashing

Transductive Zero-Shot Hashing For Multi-Label Image Retrieval

deep-learning cnn one-shot-learning convolutional-neural-network image-retrieval zero-shot-learning deep-hashing few-shot-learning zero-shot-retrieval multilabel-image-retrieval hash-learning zero-shot-hashing

Updated Jan 18, 2021
Python

text-to-image-eval

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.

knn-search evaluation-metrics evaluation-framework linear-probing embedding-evaluation zero-shot-retrieval zero-shot-classification model-evaluation-metrics embeddings-extraction zero-shot-image-classification text-to-image-evaluation

Updated May 10, 2024
Python

gchochla / Deep-Representations-of-Visual-Descriptions

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

python3 pytorch crnn multimodal-deep-learning fine-grained-recognition zero-shot-retrieval

Updated Aug 16, 2020
Python

mvp18 / UCDR

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

image-retrieval domain-generalization zero-shot-retrieval

Updated Sep 26, 2021
Python

mvp18 / TTT-UCDR

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

domain-generalization sketch-based-image-retrieval zero-shot-retrieval test-time-adaptation

Updated Mar 26, 2023
Python

Monsets / HowToRAG_ru

Пересказ статей по rag

rag zero-shot-retrieval

Updated Feb 3, 2024

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

machine-learning-algorithms zero-shot-learning zero-shot-retrieval zero-shot-image-generation

Updated May 2, 2024
Python

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