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ML PhD student at Mila, CS/neuro at Princeton
- Princeton, New Jersey
- soniajoseph.ai
- @soniajoseph_
- https://soniajoseph.github.io
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vit-human-interp Public
Analysis of Pareto data and VLM auto-interp, in preparation for NeurIPS 2025
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jepa Public
Forked from facebookresearch/jepaPyTorch code and models for V-JEPA self-supervised learning from video.
Python Other UpdatedMar 5, 2025 -
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saelens Public
A forked version of the original SAELens: https://github.com/jbloomAus/SAELens
HTML MIT License UpdatedJul 19, 2024 -
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Collaborative representation-based classification with YALE face dataset.
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testing repo! experimental. proceed at your own risk.
Jupyter Notebook UpdatedJan 18, 2024 -
clip_investigation Public
exploratory analysis for clip mech interp
Jupyter Notebook UpdatedJan 3, 2024 -
auditing-npa Public
Audit the MIND dataset + NPA for topic diversity
Jupyter Notebook UpdatedDec 6, 2023 -
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streamlit-example Public
Forked from streamlit/streamlit-exampleExample Streamlit app that you can fork to test out share.streamlit.io
Python UpdatedMar 7, 2023 -
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phenaki-pytorch Public
Forked from lucidrains/phenaki-pytorchImplementation of Phenaki Video, which uses Mask GIT to produce text guided videos of up to 2 minutes in length, in Pytorch
Python MIT License UpdatedFeb 13, 2023 -
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Video-Pre-Training Public
Forked from openai/Video-Pre-TrainingVideo PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos
Python MIT License UpdatedAug 29, 2022 -
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janelia2020 Public
Forked from chaichontat/janelia2020Work at the Pachitariu lab during summer 2020.
Python GNU General Public License v3.0 UpdatedFeb 19, 2021 -
tfoptflow Public
Forked from philferriere/tfoptflowOptical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)
Jupyter Notebook MIT License UpdatedJan 5, 2021 -
pytorch-pwc Public
Forked from sniklaus/pytorch-pwca reimplementation of PWC-Net in PyTorch that matches the official Caffe version
Python GNU General Public License v3.0 UpdatedNov 22, 2020 -
clevergirl-backend Public
Forked from vybhavramachandran/clevergirl-backendBackend code for the Chrome Extension that uses GPT3 to answer questions
Python UpdatedJul 24, 2020 -
datasets Public
Forked from tensorflow/datasetsTFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
Python Apache License 2.0 UpdatedJun 27, 2020 -
PWC-Net Public
Forked from NVlabs/PWC-NetPWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
Python Other UpdatedMay 2, 2020 -
usr2vec Public
Forked from samiroid/usr2vecLearning User Representations
Python UpdatedMar 7, 2020 -
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phrase-similarity Public
Find semantically similar phrases given two corpuses
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gpt-2 Public
Forked from nshepperd/gpt-2Code for the paper "Language Models are Unsupervised Multitask Learners"
Python MIT License UpdatedJan 15, 2020 -
Pruning Public
Empirical study on neural network pruning βοΈ and accuracy π w/ PyTorch π¦
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