wangzheng17 / awesome-causal-visionView external linksLinks
A curated list of research papers in exploring causality in vision. Link to the code if available is also present.
☆238Sep 23, 2020Updated 5 years ago
Alternatives and similar repositories for awesome-causal-vision
Users that are interested in awesome-causal-vision are comparing it to the libraries listed below
Sorting:
- [CVPR 2020] The official pytorch implementation of ``Visual Commonsense R-CNN''☆359May 2, 2021Updated 4 years ago
- A curated list of Causality in Computer Vision☆243Oct 23, 2021Updated 4 years ago
- ☆79Oct 8, 2022Updated 3 years ago
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆515Mar 3, 2023Updated 2 years ago
- [NeurIPS 2020] Released code for Interventional Few-Shot Learning☆170Jul 28, 2021Updated 4 years ago
- Supercharging Imbalanced Data Learning WithCausal Representation Transfer☆12Nov 29, 2021Updated 4 years ago
- ☆12Mar 8, 2021Updated 4 years ago
- 关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记☆1,237Dec 14, 2023Updated 2 years ago
- [CVPR 2021] Released code for Counterfactual Zero-Shot and Open-Set Visual Recognition☆164Mar 1, 2021Updated 4 years ago
- Implementation for CVPR 2020 Paper "Two Causal Principles for Improving Visual Dialog"☆31Feb 19, 2023Updated 2 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆571Jan 6, 2026Updated last month
- ☆19Dec 25, 2021Updated 4 years ago
- Counterfactual Samples Synthesizing for Robust VQA☆79Nov 24, 2022Updated 3 years ago
- An index of algorithms for learning causality with data☆3,242Jan 22, 2025Updated last year
- PyTorch implementation of "An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning" (ECCV 2020)☆48Oct 3, 2023Updated 2 years ago
- A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are pr…☆1,187Jan 6, 2026Updated last month
- A comprehensive overview of Data Distillation and Condensation (DDC). DDC is a data-centric task where a representative (i.e., small but …☆13Dec 1, 2022Updated 3 years ago
- Official code for the paper "Contrast and Classify: Training Robust VQA Models" published at ICCV, 2021☆19Jul 27, 2021Updated 4 years ago
- A (concise) curated list of awesome Causal Inference resources.☆256Sep 13, 2022Updated 3 years ago
- [CVPR 2021] Counterfactual VQA: A Cause-Effect Look at Language Bias☆130Dec 15, 2021Updated 4 years ago
- A curated list of Visual Question Answering(VQA)(Image/Video Question Answering),Visual Question Generation ,Visual Dialog ,Visual Common…☆671Jul 6, 2023Updated 2 years ago
- ☆14Nov 28, 2024Updated last year
- The implement of Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual Storytelling☆12Aug 19, 2021Updated 4 years ago
- A curated list of Multimodal Related Research.☆1,388Aug 5, 2023Updated 2 years ago
- MICCAI 2021 : Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation (Pytorch implementation).☆26Jan 12, 2023Updated 3 years ago
- PyTorch code to run synthetic experiments.☆433Sep 8, 2021Updated 4 years ago
- This repository contains the main baselines introduced in WSSTG (ACL 2019).☆56Jul 8, 2024Updated last year
- Code for NeurIPS 2021 paper: "Invariant Causal Imitation Learning for Generalizable Policies" by I. Bica, D. Jarrett, M. van der Schaar☆28Mar 3, 2022Updated 3 years ago
- ☆16Jan 6, 2025Updated last year
- ☆64Jan 5, 2022Updated 4 years ago
- the implementation of EMNLP 2020 "Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering"☆15Sep 9, 2021Updated 4 years ago
- The Pytorch implementation for "Video-Text Pre-training with Learned Regions"☆42Jul 15, 2022Updated 3 years ago
- DeVLBert: Learning Deconfounded Visio-Linguistic Representations☆27Nov 27, 2022Updated 3 years ago
- ☆12Jun 17, 2020Updated 5 years ago
- Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"☆252Dec 8, 2022Updated 3 years ago
- This repository focus on Image Captioning & Video Captioning & Seq-to-Seq Learning & NLP☆411Nov 14, 2022Updated 3 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,336Nov 10, 2020Updated 5 years ago
- Implementation of the EMNLP 2020 paper "Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition".☆52Dec 28, 2020Updated 5 years ago
- Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep lea…☆315May 30, 2022Updated 3 years ago