Popular GitHub Repositories for Neurips

[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 *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)

This repository contains all the papers accepted in top conference of computer vision, with convenience to search related papers.

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

This repository is a paper digest of recent advances in collaborative / cooperative / multi-agent perception for V2I / V2V / V2X autonomous driving scenario.

This repository is a paper digest of Transformer-related approaches in visual tracking tasks.

Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations

[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

[NeurIPS 2023] Offical code for <Real3D-AD: A Dataset of Point Cloud Anomaly Detection>. A 3D point cloud anomaly detection dataset and benchmark.

Optimal Sparse Decision Trees

[MedIA] Paper list and source code for survey "A comprehensive survey on deep active learning in medical image analysis"

??? Yo'LLaVA: Your Personalized Language and Vision Assistant

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks

[NeurIPS 2024] Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective

NeuroAI-UW seminar, a regular weekly seminar for the UW community, organized by NeuroAI Shlizerman Lab.