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advent

Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

blood_cell_recognition

causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

cem-rl

Combining Evolutionary Algorithms and deep RL in various ways

chatgpt-next-web-sync

A well-designed cross-platform ChatGPT UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT 应用。

codespace_test

core

Codebase for the paper: "CORE: Towards Scalable and Efficient Causal Discovery with Reinforcement Learning"

csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

d4rl

A collection of reference environments for offline reinforcement learning

daformer

[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

dat

delay-aware-mbrl

Codes for Paper "Delay-Aware Model-Based Reinforcement Learning for Continuous Control".

diffuser

Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"

diga

Official implementation for Dynamically Instance-Guided Adaptation: A Backward-free Approach for Test-Time Domain Adaptive Semantic Segmentation

entry

fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

gnnpapers

Must-read papers on graph neural networks (GNN)

gofar

Official repository for Paper "Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression" (NeurIPS 2022)

gradual_domain_adaptation

graph-matching-networks

PyTorch implementation of Graph Matching Networks for Learning the Similarity of Graph Structured Objects (ICML 2019).

guided-attention-inference-network

Contains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation.

hcl

<Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data> in NIPS 2021

lssae

The official implementation of paper "Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder"

mate

the Pytorch implement of M. Ghifary, W. B. Kleijn, M. Zhang, D. Balduzzi. Domain Generalization for Object Recognition with Multi-task Autoencoders, accepted in International Conference on Computer Vision (ICCV 2015), Santiago, Chile.

mbrl-lib

Library for Model Based RL

mcts

UCT implementation

ml-examples

Arm Machine Learning tutorials and examples

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

model-uncertainty-for-adaptation

Code paper Uncertainty Reduction for Uncertainty Reduction for Model Adaptation in Semantic Segmentation at CVPR 2021