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    85 repositories

    • CPath-analysis

      Public
      Framework for analyzing computational pathology models using OOD data and interpretability tools.
      Python
      •
      MIT License
      •0•0•5•0•Updated Nov 15, 2024Nov 15, 2024

    • harmonization-2

      Public
      Harmonization with new ClickMe data & contrastive loss
      Python
      •0•0•0•0•Updated Nov 15, 2024Nov 15, 2024

    • human_clickme_data_processing

      Public
      Python
      •1•0•0•0•Updated Nov 14, 2024Nov 14, 2024

    • vfm

      Public
      0•0•0•0•Updated Nov 9, 2024Nov 9, 2024

    • Horama

      Public
      Python
      •
      MIT License
      •1•6•0•0•Updated Nov 6, 2024Nov 6, 2024

    • prj_fossils_xai

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Oct 11, 2024Oct 11, 2024

    • LeafLineage_XAI

      Public
      0•0•0•0•Updated Oct 11, 2024Oct 11, 2024

    • VPT

      Public
      Dataset for visual perspective taking
      Python
      •
      Creative Commons Attribution 4.0 International
      •0•7•0•0•Updated Oct 8, 2024Oct 8, 2024

    • fossils_lens

      Public
      LeafLineage: Tracing Fossil Ancestry
      0•0•0•0•Updated Oct 7, 2024Oct 7, 2024

    • DVNet

      Public
      A model with combined dorsal and ventral stream tasks
      Jupyter Notebook
      •0•0•0•0•Updated Sep 26, 2024Sep 26, 2024

    • co3d-harmonization-pytorch

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated Sep 20, 2024Sep 20, 2024

    • Warped

      Public
      Personal toolbox for image Warping
      computer-visionimage-processingpytorchwarpingdata-augmentationdeformationimage-deformationimage-warpingdifferentiable-deformationdifferentiable-warping
      Python
      •
      MIT License
      •0•3•1•0•Updated Aug 24, 2024Aug 24, 2024

    • gammanet_pytorch

      Public
      Python
      •1•2•1•3•Updated Jul 25, 2024Jul 25, 2024

    • LatentMatters

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated May 22, 2024May 22, 2024

    • feature_tracker

      Public
      MIT License
      •0•0•0•0•Updated May 20, 2024May 20, 2024

    • brownUnconference

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•1•Updated Mar 20, 2024Mar 20, 2024

    • timm_imagenet_finetuning

      Public
      A PyTorch script for finetuning Timm models on ImageNet
      Python
      •
      MIT License
      •0•0•0•0•Updated Mar 15, 2024Mar 15, 2024

    • timm_tpu

      Public
      Setting up a pipeline for training timm models on tpu, multigpu and tpu.
      Python
      •0•0•0•0•Updated Mar 13, 2024Mar 13, 2024

    • Lens

      Public
      LENS Project
      deep-learningxaiexplainability
      HTML
      •0•42•1•0•Updated Feb 22, 2024Feb 22, 2024

    • rnn_rts_site

      Public
      HTML
      •
      MIT License
      •0•0•0•0•Updated Jan 9, 2024Jan 9, 2024

    • GANalyze

      Public
      Implementation of GANalyze, a framework for studying cognitive properties such as memorability, aesthetics, and emotional valence using genenerative models.
      Python
      •22•0•0•0•Updated Nov 8, 2023Nov 8, 2023

    • prj_depth

      Public
      Discriminative and generative depth perception models.
      Python
      •
      MIT License
      •0•0•0•0•Updated Oct 26, 2023Oct 26, 2023

    • brain-score-clps1291

      Public
      EDIT: Compatible with Python 3.10! A framework for evaluating models on their alignment to brain and behavioral measurements (50+ benchmarks)
      Jupyter Notebook
      •
      MIT License
      •79•0•0•0•Updated Oct 23, 2023Oct 23, 2023

    • rnn_rts

      Public
      Computing human-like reaction times from stable recurrent vision models
      Jupyter Notebook
      •
      MIT License
      •2•1•0•0•Updated Sep 6, 2023Sep 6, 2023

    • CVR

      Public
      A Benchmark for Efficient and Compositional Visual Reasoning
      Python
      •
      Apache License 2.0
      •8•18•0•0•Updated Aug 2, 2023Aug 2, 2023

    • neural_harmonizer

      Public
      Oficial implementation of the paper Performance-optimized DNNs are evolving into worse models of inferotemporal visual cortex
      Jupyter Notebook
      •
      Apache License 2.0
      •0•2•0•0•Updated Jul 29, 2023Jul 29, 2023

    • FORGrad

      Public
      Enhancing attribution methods by filtering the noise out of the explanations
      0•0•0•0•Updated Jul 24, 2023Jul 24, 2023

    • MaCo

      Public
      MaCo Feature Visualization
      0•1•0•0•Updated Jul 20, 2023Jul 20, 2023

    • Harmonization

      Public
      👋 Aligning Human & Machine Vision using explainability
      neuroscienceinterpretabilityexplainable-aiexplainabilitymachine-learningdeep-learning
      Python
      •
      MIT License
      •11•47•4•2•Updated Jul 14, 2023Jul 14, 2023

    • Adversarial-Alignment

      Public
      Scaling-up deep neural networks to improve their performance on ImageNet makes them more tolerant to adversarial attacks, but successful attacks on these models are misaligned with human perception.
      deep-learningneuroscienceadversarial-attacksxaicomputational-vision
      Jupyter Notebook
      •
      MIT License
      •1•6•2•0•Updated Jun 28, 2023Jun 28, 2023