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This repository contains the 3D shapes dataset, used in Kim, Hyunjik and Mnih, Andriy. "Disentangling by Factorising." In Proceedings of the 35th International Conference on Machine Learning (ICML). 2018. to assess the disentanglement properties of unsupervised learning methods.
This is the official implement of paper "ActionCLIP: A New Paradigm for Action Recognition"
Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning.
[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".
【CVPR'2023】Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models
This is the code for ICML2024 paper "CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process"
The official PyTorch code implementation of "Human Trajectory Prediction via Counterfactual Analysis" in ICCV 2021.
[CVPR22] Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective
Concept Embedding Models Pytorch Implementation
A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
An approach to building pure vision foundation models by prompting masked predictors with "counterfactual" visual inputs.
Official code for the CVPR 2022 (oral) paper "OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks."
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
Pytorch Implementation of Domain Generalization Using a Mixture of Multiple Latent Domains
PyTorch code and models for the DINOv2 self-supervised learning method.
Official code repository for the ICLR 2022 paper "You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction".
Grouped Causal Representation Learning (G-CaRL)
The open source implementation of Gemini, the model that will "eclipse ChatGPT" by Google
GRiT: A Generative Region-to-text Transformer for Object Understanding (https://arxiv.org/abs/2212.00280)
The official implementation of "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
[CVPR22] GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning
State-of-the-art methods for human trajectory forecasting. Contains code for papers published at ECCV 2020 and ICCV 2021.
Our ECCV 2022 paper Human Trajectory Prediction via Neural Social Physics
Code for our CVPR 2022 Paper "Hybrid Relation Guided Set Matching for Few-shot Action Recognition".
Multi-domain image generation and translation with identifiability guarantees
Source code for the paper "On the identifiability of Switching Dynamical Systems" (ICML 2024)
InternVideo: General Video Foundation Models via Generative and Discriminative Learning (https://arxiv.org/abs/2212.03191)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.