lucmos / relreps
Relative representations can be leveraged to enable solving tasks regarding "latent communication": from zero-shot model stitching to latent space comparison between diverse settings.
☆50Updated last year
Related projects ⓘ
Alternatives and complementary repositories for relreps
- A Python package for analyzing and transforming neural latent spaces.☆42Updated this week
- Personal implementation of ASIF by Antonio Norelli☆24Updated 5 months ago
- Official implementation for Equivariant Architectures for Learning in Deep Weight Spaces [ICML 2023]☆83Updated last year
- A curated list for awesome discrete diffusion models resources.☆67Updated last week
- Transformers with doubly stochastic attention☆40Updated 2 years ago
- Model Zoos published at the NeurIPS 2022 Dataset & Benchmark track: "Model Zoos: A Dataset of Diverse Populations of Neural Network Model…☆54Updated last year
- Code for the paper: Rotating Features for Object Discovery☆48Updated 3 months ago
- ☆105Updated last year
- Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"☆40Updated last year
- An extension of the PyTorch library containing various tools for performing deep learning in hyperbolic space.☆137Updated 5 months ago
- ☆46Updated last month
- Code release for REPAIR: REnormalizing Permuted Activations for Interpolation Repair☆45Updated 9 months ago
- Package for working with hypernetworks in PyTorch.☆117Updated last year
- ☆58Updated 2 years ago
- Differentiable Top-k Classification Learning☆76Updated last year
- NF-Layers for constructing neural functionals.☆75Updated 10 months ago
- This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguo…☆37Updated last year
- Git Re-Basin: Merging Models modulo Permutation Symmetries in PyTorch☆72Updated last year
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆38Updated 9 months ago
- ☆118Updated 8 months ago
- Replicating and dissecting the git-re-basin project in one-click-replication Colabs☆36Updated 2 years ago
- Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)☆120Updated last year
- Natural Language Descriptions of Deep Visual Features, ICLR 2022☆62Updated last year
- NeurIPS23 "Flow Factorized Representation Learning"☆33Updated 3 weeks ago
- ☆51Updated 5 months ago
- ☆164Updated last year
- Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratc…☆146Updated last year
- Code accompanying paper: Meta-Learning to Improve Pre-Training☆37Updated 3 years ago
- Model Fusion via Optimal Transport, NeurIPS 2020☆135Updated 2 years ago
- PyTorch implementation of LEARNING LATENT PERMUTATIONS WITH GUMBEL-SINKHORN NETWORKS☆25Updated 4 years ago