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AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).
convolutional and recurrent estimators for music analysis
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Collection of Summer 2025 tech internships!
Deep learning models to predict the emotion exhibited by the person from videos
Data science interview questions with answers. Not ideally (yet)
DL course co-developed by YSDA, HSE and Skoltech
Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
[CVPR 2024] Official implementation of "VRP-SAM: SAM with Visual Reference Prompt"
AMT-APC: AMT-APC: Automatic Piano Cover by Fine-Tuning an Automatic Music Transcription Model
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
A small MIDI visualizer tool, using OpenGL
PyTorch code and models for V-JEPA self-supervised learning from video.
Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive arch…
PiCoGen (Piano Cover Generation) is an academic project aimed at developing an automatic piano cover generation system.
Official Repo of the paper "Pop2Piano : Pop Audio-based Piano Cover Generation"
Music AI implementation and model to split mixed Piano compositions into separate parts for each hand
Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)
[CVPR 2024] Real-Time Open-Vocabulary Object Detection
Unofficial implementation of MT3: Multi-Task Multitrack Music Transcription (Google Research, 2022) in pytorch