Liu Shaoteng's repositories
Hyperbolic_ZSL
Hyperbolic Visual Embedding Learning for Zero-Shot Recognition (CVPR 2020)
Deformable-ConvNets
Deformable Convolutional Networks
DeViSE-PyTorch
This is a PyTorch version of DeViSE, a classical model of Zero-Shot Learning
dynamic_cmc_old
pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"
dynamic_ISIF
Code for Unsupervised Embedding Learning via Invariant and Spreading Instance Feature
dynamic_ttt_old
Test-Time Training for Out-of-Distribution Generalization (including scale corruption)
EG3D-pytorch
unofficial code of the paper "Efficient Geometry-aware 3D Generative Adversarial Networks"
FocalsConv
Focal Sparse Convolutional Networks for 3D Object Detection (CVPR 2022, Oral)
im2recipe-Pytorch
im2recipe Pytorch implementation
LargeKernel3D
Scaling up Kernels in 3D CNNs
LLaMA-VID
Official Implementation for LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models
LongLoRA
Efficient long-context fine-tuning, supervised fine-tuning, LongQA dataset.
MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
MiniGemini
Official implementation for Mini-Gemini
pytorch-adda
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
Ref-NPR
Ref-NPR: Reference-Based Non-PhotoRealistic Radiance Fields for Controllable Scene Stylization (CVPR 2023)
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
robustness
Corruption and Perturbation Robustness (ICLR 2019)
semantic-embeddings
Hierarchy-based Image Embeddings for Semantic Image Retrieval
Switchable-Normalization
Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779
uda_release
Unsupervised Domain Adaptation through Self-Supervision