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actionclip

This is the official implement of paper "ActionCLIP: A New Paradigm for Action Recognition"

adarl-code

Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning.

agentformer

[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".

bike

【CVPR'2023】Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models

causal_hmm

causalhtp

The official PyTorch code implementation of "Human Trajectory Prediction via Counterfactual Analysis" in ICCV 2021.

causalmotion

[CVPR22] Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective

cem

Concept Embedding Models Pytorch Implementation

clevr-dataset-gen

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

counterfactualworldmodels

An approach to building pure vision foundation models by prompting masked predictors with "counterfactual" visual inputs.

cvpr2022-orphicx

Official code for the CVPR 2022 (oral) paper "OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks."

data

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

dg_mmld

Pytorch Implementation of Domain Generalization Using a Mixture of Multiple Latent Domains

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

disentanglement_via_mechanism_sparsity

explainable-trajectory-prediction

Official code repository for the ICLR 2022 paper "You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction".

gemini

The open source implementation of Gemini, the model that will "eclipse ChatGPT" by Google

grit

GRiT: A Generative Region-to-text Transformer for Object Understanding (https://arxiv.org/abs/2212.00280)

groundingdino

The official implementation of "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

groupnet

[CVPR22] GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning

human-path-prediction

State-of-the-art methods for human trajectory forecasting. Contains code for papers published at ECCV 2020 and ICCV 2021.

human-trajectory-prediction-via-neural-social-physics

Our ECCV 2022 paper Human Trajectory Prediction via Neural Social Physics

hyrsm

Code for our CVPR 2022 Paper "Hybrid Relation Guided Set Matching for Few-shot Action Recognition".

i-stylegan

Multi-domain image generation and translation with identifiability guarantees

internvideo

InternVideo: General Video Foundation Models via Generative and Discriminative Learning (https://arxiv.org/abs/2212.03191)

kinetics-downloader

Download DeepMind's Kinetics dataset.

latentdomainlearning

Visual Representation Learning over Latent Domains - ICLR 2022

leap

LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network.

libfacerec

Face Recognition Library for OpenCV.