kexinyi / ns-vqa
Neural-symbolic visual question answering
☆258Updated last year
Related projects: ⓘ
- PyTorch implementation for the Neuro-Symbolic Concept Learner (NS-CL).☆411Updated 3 years ago
- A pytorch implementation for "A simple neural network module for relational reasoning", working on the CLEVR dataset☆86Updated 4 years ago
- Neural State Machine implemented in PyTorch☆70Updated 4 years ago
- PyTorch implementation of ICLR 2020 paper "CLEVRER: CoLlision Events for Video REpresentation and Reasoning"☆107Updated 3 years ago
- A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning☆579Updated 3 years ago
- Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.☆128Updated last year
- Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)☆492Updated 3 years ago
- Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep lea…☆297Updated 2 years ago
- Recognition to Cognition Networks (code for the model in "From Recognition to Cognition: Visual Commonsense Reasoning", CVPR 2019)☆464Updated 3 years ago
- Grounded SCAN data set.☆69Updated 2 years ago
- Train embodied agents that can answer questions in environments☆294Updated last year
- MERLOT: Multimodal Neural Script Knowledge Models☆224Updated 2 years ago
- Code release for Fried et al., Speaker-Follower Models for Vision-and-Language Navigation. in NeurIPS, 2018.☆127Updated last year
- PyTorch code for ICLR 2019 paper: Self-Monitoring Navigation Agent via Auxiliary Progress Estimation☆118Updated 11 months ago
- CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning☆103Updated 3 years ago
- Multi-object image datasets with ground-truth segmentation masks and generative factors.☆254Updated 2 years ago
- Memory, Attention and Composition (MAC) Network for CLEVR implemented in PyTorch☆85Updated 5 years ago
- Bongard-LOGO is a Python code repository with the purpose of generating synthetic Bongard problems on a large scale with little human int…☆51Updated 2 years ago
- Code release for Hu et al. Learning to Reason: End-to-End Module Networks for Visual Question Answering. in ICCV, 2017☆269Updated 4 years ago
- Code for our paper: Learning Conditioned Graph Structures for Interpretable Visual Question Answering☆148Updated 5 years ago
- PyTorch Code of NAACL 2019 paper "Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout"☆122Updated 2 years ago
- A python wrapper for the Visual Genome API☆355Updated 11 months ago
- A Pytorch implementation of "Measuring abstract reasoning in neural networks" in ICML 2018 by DeepMind☆38Updated last year
- Starter code in PyTorch for the Visual Dialog challenge☆192Updated last year
- Information Maximizing Visual Question Generation☆66Updated 11 months ago
- MUREL (CVPR 2019), a multimodal relational reasoning module for VQA☆194Updated 4 years ago
- Grid features pre-training code for visual question answering☆268Updated 3 years ago
- RAVEN: A Dataset for Relational and Analogical Visual rEasoNing☆150Updated 3 years ago
- Implementation for "Large-scale Pretraining for Visual Dialog" https://arxiv.org/abs/1912.02379☆95Updated 4 years ago
- Repository containing code for the paper "IQA: Visual Question Answering in Interactive Environments"☆123Updated 4 years ago