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[NeurIPS 2024 Best Paper Award][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!

auto-regressive-model diffusion-models image-generation transformers autoregressive-models generative-ai generative-model gpt gpt-2 large-language-models vision-transformer neurips

Jupyter Notebook

8353

530

3 个月前

paperswithcode / releasing-research-code

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

机器学习 Awesome Lists neurips

2829

739

2 年前

YyzHarry / imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

semi-supervised-learning self-supervised-learning long-tailed-recognition neurips imbalanced-data

Python

758

118

4 年前

oneTaken / awesome_deep_learning_interpretability

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)

interpretability 深度学习机器视觉 Awesome Lists papers PyTorch Tensorflow Keras torch chainer MATLAB 自然语言处理神经网络 cvpr iccv eccv neurips icml iclr

752

122

1 年前

yarkable / Awesome-Computer-Vision-Paper-List

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

cvpr iccv nips 机器视觉人工智能 Bukkit eccv neurips icml iclr 深度学习 aaai 机器学习 Awesome Lists

Python

728

1 年前

SimonKohl / probabilistic_unet

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

variational-inference semantic-segmentation generative-models variational-autoencoders neurips nips

Jupyter Notebook

557

2 年前

Little-Podi / Collaborative_Perception

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

autonomous-driving Awesome Lists paper-list multi-agent-system cvpr eccv iccv neurips iclr

515

10 天前

monk1337 / resp

Fetch Academic Research Papers from different sources

acl arxiv citations google-api neurips neurips-2022

Python

443

2 年前

microsoft / multilspy

multilspy is a lsp client library in Python intended to be used to build applications around language servers.

人工智能 ai4code code-analysis code-completion code-generation codegen huggingface-transformers language-server-protocol 大语言模型 large-language-models lsp lsp-client neurips program-synthesis transformer

Python

407

15 天前

kach / gradient-descent-the-ultimate-optimizer

Code for our NeurIPS 2022 paper

深度学习 differentiable-programming 机器学习 neurips neurips-2022 PyTorch

Python

369

3 年前

Allenpandas / Reinforcement-Learning-Papers

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

deep-reinforcement-learning reinforcement-learning dqn imitation-learning multi-agent-reinforcement-learning policy-gradient q-learning 人工智能 aaai icml neurips offline-reinforcement-learning

330

1 年前

benedekrozemberczki / AttentionWalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

PyTorch torch attention deepwalk node2vec word2vec matrix-factorization 深度学习 structural-attention graph-representation-learning scikit-learn Tensorflow nips neurips graph-neural-networks 机器学习

Python

326

3 年前

Little-Podi / Transformer_Tracking

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

tracking visual-tracking single-object-tracking transformer cvpr eccv iccv paper-list Awesome Lists neurips object-tracking

317

10 天前

bknyaz / graph_attention_pool

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

graph graph-neural-networks PyTorch neurips neurips-2019 attention-mechanism attention pooling pytorch-geometric

Jupyter Notebook

285

5 年前

JunyaoHu / academic-project-page-template-vue

A vue-based project page template for academic papers. (in development) https://junyaohu.github.io/academic-project-page-template-vue

template Vue.js cvpr iccv iclr icml neurips academic-website Bukkit eccv Vite

Vue

279

1 个月前

microsoft / monitors4codegen

Code and Data artifact for NeurIPS 2023 paper - "Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context". `multispy` is a lsp client library in Python intended to be used to build applications around language servers.

人工智能 ai4code codegen dataset huggingface-transformers language-server-protocol code-completion code-generation large-language-models program-synthesis neurips transformer code-analysis lsp lsp-client 大语言模型

Python

269

1 年前

scaomath / galerkin-transformer

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

PyTorch attention-mechanism 深度学习 transformer partial-differential-equations attention neurips

Python

248

1 年前

amazon-science / unconditional-time-series-diffusion

Official PyTorch implementation of TSDiff models presented in the NeurIPS 2023 paper "Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting"

diffusion-models neurips PyTorch time-series time-series-forecasting

Python

217

2 年前