Pinned Repositories
DataTypeIdentification
Code for the ICLR'24 paper: "Visual Data-Type Understanding does not emerge from Scaling Vision-Language Models"
burg2021_learning_divisive_normalization
Code for Max F. Burg et al. (2021): Learning Divisive Normalization in Primary Visual Cortex
most-discriminative-stimuli
Code for Burg et al. ICLR (2024): Most discriminative stimuli for functional cell type clustering https://openreview.net/forum?id=9W6KaAcYlr
cnn-sys-ident
Neural system identification with CNNs
controversial_stimuli_tutorial
A PyTorch tutorial on synthesizing controversial stimuli for ImageNet classifiers
datajoint-python
Relational data pipelines for the science lab
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
docker
LLaVA
Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.
MaxFBurg's Repositories
MaxFBurg/LLaVA
Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.
MaxFBurg/cnn-sys-ident
Neural system identification with CNNs
MaxFBurg/controversial_stimuli_tutorial
A PyTorch tutorial on synthesizing controversial stimuli for ImageNet classifiers
MaxFBurg/datajoint-python
Relational data pipelines for the science lab
MaxFBurg/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
MaxFBurg/docker
MaxFBurg/docker-stacks
Ready-to-run Docker images containing Jupyter applications
MaxFBurg/domino
MaxFBurg/insilico-stimuli
A toolset for generating image stimuli for insilico experiments
MaxFBurg/instruct-pix2pix
MaxFBurg/latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
MaxFBurg/meerkat
Flexible data structures for complex machine learning datasets.
MaxFBurg/mei
Visualize features cells are responsive to via gradient ascent.
MaxFBurg/most-discriminative-stimuli
Code for Burg et al. ICLR (2024): Most discriminative stimuli for functional cell type identification https://openreview.net/forum?id=9W6KaAcYlr
MaxFBurg/neuralpredictors
Machine Learning Utils of Sinzlab
MaxFBurg/nndichromacy
Project reposity for mouse color MEIs, in collaboration with Katrin Franke and the BCM.
MaxFBurg/nnfabrik
A generalized model fitting pipeline that houses models, trainers, and datasets in datajoint and returns as well as stores trained models.
MaxFBurg/nnvision
Envisioning the biological visual system with deep neural networks. Project repo of Konsti.
MaxFBurg/ptrnets
Collection of pretrained networks in pytorch readily available for transfer learning tasks (e.g. neural system identification)
MaxFBurg/pytorch-singularity
MaxFBurg/sensorium
Code base for the SENSORIUM competition.