representation-learning

21 progetti condividono questo topic GitHub

Le linee collegano membri che sono misurabilmente correlati tra loro. La dimensione dei punti riflette le stelle.

🧬 Membri

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes,…

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

Cambrian-1 is a family of multimodal LLMs with a vision-centric design.

Unified Training of Universal Time Series Forecasting Transformers

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and…

A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One…

[ECCV 2024 Best Paper Candidate & TPAMI 2025] PointLLM: Empowering Large Language Models to Understand Point…

open-metric-learning

Metric learning and retrieval pipelines, models and zoo.

[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis, one of the first…

lemniscate.pytorch

Unsupervised Feature Learning via Non-parametric Instance Discrimination

This repo contains the code for "VLM2Vec / MMEB" [ICLR 2025], "VLM2Vec-V2 / MMEB-V2" [TMLR 2026], and…

[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning

tokenize-anything

[ECCV 2024] Tokenize Anything via Prompting

[ECCV 2026] Official PyTorch implementation of RefAlign: Representation Alignment for Reference-to-Video…

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual…

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond…

mixstyle-release

Domain Generalization with MixStyle (ICLR'21)

[ECCV 2024] Improving 2D Feature Representations by 3D-Aware Fine-Tuning

ThinkJEPA: Empowering Latent World Models with Large Vision-Language Reasoning Model

★ 48 · GitHub ↗

🔗 Famiglie affini

self-supervised-learning 37 foundation-models 63 unsupervised-learning 29 clip 41 contrastive-learning 14 domain-generalization 5 transfer-learning 36 healthcare 8

Misurato dai temi di GitHub condivisi da entrambi i progetti, ponderato in base a quanto è raro ciascun tema.