Stars
[ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
Repository for "Revisiting Non-Acyclic GFlowNets in Discrete Environments" (ICML 2025)
The source code for the paper "Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization" (ICLR 2025)
Large Scale Deep Learning Models course at Constructor University Bremen
Source code for NeurIPS-2024 paper "Where Do Large Learning Rates Lead Us"
[NeurIPS 2024 Best Paper][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ult…
Code for paper "Compositional Sculpting of Iterative Generative Processes"
Efficient Deep Learning Systems course materials (HSE, YSDA)
GFlowNet library specialized for graph & molecular data
Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"
PyTorch Template for DL projects
Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)
Reading club about Deep Learning, LLM, RL and so on
Tutorial on generative models based on ordinary (ODE) and stochastic (SDE) differential equations
[ICML 2022] Representation Topology Divergence: A Method for Comparing Neural Network Representations
Введение в глубинное обучение на ФКН ВШЭ
Source code for NeurIPS 2023 paper "To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning"