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[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
Official PyTorch implementation of Domain-Guided Conditional Diffusion Model for Unsupervised Domain Adaptation
A curated list for Efficient Large Language Models
Tegridy MIDI Dataset for precise and effective Music AI models creation.
Tools for converting .mid files into text for training large language models
Segment Anything in Medical Images
Code for paper "Multiple Physics Pretraining for Physical Surrogate Models
Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
Includes models/dataset/literature overview for question answering in physical scene understanding tasks
PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations
A straightforward collection of Music Generation research resources.
Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"
PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"
Deep Learning on Implicit Neural Representations of Shapes (ICLR 2023)
MambaOut: Do We Really Need Mamba for Vision?
Code for "The Expressive Power of Low-Rank Adaptation".
Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls
程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).
An overview of algorithms for estimating pseudotime in single-cell RNA-seq data
[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.
A unified framework for 3D content generation.
A collection of papers on diffusion models for 3D generation.