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Confusezius/README.md

Hello there 👋

🌱 Currently:

🌱 Previously:

🤔 Most of my current work focuses on multimodal & contrastive representation learning as well as out-of-distribution generalization, with particular interests in zero- and few-shot learning.

📫 Reach me for collabs or just general questions here.

You can find me on Twitter or LinkedIn - for my research and latest updates, check out my Google Scholar and Homepage!

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  1. Deep-Metric-Learning-Baselines Deep-Metric-Learning-Baselines Public

    PyTorch Implementation for Deep Metric Learning Pipelines

    Python 572 91

  2. Revisiting_Deep_Metric_Learning_PyTorch Revisiting_Deep_Metric_Learning_PyTorch Public

    (ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent…

    Python 342 50

  3. CVPR2020_PADS CVPR2020_PADS Public

    (CVPR 2020) This repo contains code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning", which proposes learnable triplet mining with Reinforcement Learning.

    Python 60 9

  4. ExplainableML/WaffleCLIP ExplainableML/WaffleCLIP Public

    Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts"

    Python 53 5

  5. ExplainableML/LanguageGuidance_for_DML ExplainableML/LanguageGuidance_for_DML Public

    This repository contains the code for our CVPR 2022 paper on "Integrating Language Guidance into Vision-based Deep Metric Learning".

    Python 43 3

  6. MLforHealth/S2SD MLforHealth/S2SD Public

    (ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv.org/abs/2009.08348

    Python 41 6