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EPFL Course - Optimization for Machine Learning - CS-439
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
NYU Course Notes & Resources
量化投资学习资料整理：学界（行为金融、投资者情绪、常用程序函数，etc）；业界（公开资料整理，数据源，回测框架，卖方金工研报及复现，量化研究学习路线，etc）
A unified, comprehensive and efficient recommendation library
CVPR2023-Occupancy-Prediction-Challenge
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
lavoiems / simplicial-embeddings
Forked from vturrisi/solo-learnsolo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
Shape, Pose, and Appearance from a Single Image via Bootstrapped Radiance Field Inversion
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
[ECCV 2022] Official pytorch implementation of "mc-BEiT: Multi-choice Discretization for Image BERT Pre-training" in European Conference on Computer Vision (ECCV) 2022.
Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.
[CVPR 2022] Code release for "Multimodal Token Fusion for Vision Transformers"
Instant neural graphics primitives: lightning fast NeRF and more
[NeurIPS'22] An official PyTorch implementation of PTv2.
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
[ICLR 2023 Spotlight] GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation
2021年最新总结，推荐工程师合适读本，计算机科学，软件技术，创业，思想类，数学类，人物传记书籍
High-Resolution Image Synthesis with Latent Diffusion Models
Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)
(NeurIPS 2022) Self-Supervised Visual Representation Learning with Semantic Grouping
PyTorch implementation of Asymmetric Siamese (https://arxiv.org/abs/2204.00613)
[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation