Graph | 🍎 Paper Today I Read 🦔

[108] Unsupervised Vision-Language Parsing: Seamlessly Bridging Visual Scene Graphs with Language Structures via Dependency Relationships

2022Q1 dataset CVPR graph

[97] Contrastive Language-Image Pre-Training with Knowledge Graph

multimodal NeurIPS graph 2022Q4 CLIP

[96] Vision GNN: An Image is Worth Graph of Nodes

backbone 2022Q1 NeurIPS graph

[94] Recipe for a General, Powerful, Scalable Graph Transformer

long NeurIPS graph 25min transformer

[90] Neural Collaborative Graph Machines for Table Structure Recognition

2021Q4 CVPR graph document

[89] Relational Attention: Generalizing Transformers for Graph-Structured Tasks

microsoft graph 2022Q4 transformer

[86] Graph R-CNN for Scene Graph Generation

2018 SGG graph two-stage

[49] Sparse Graph Attention Networks

2019 graph IEEE

[48] SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection

2020Q1 long NeurIPS graph 25min

[45] BGT-Net: Bidirectional GRU Transformer Network for Scene Graph Generation

2021Q4 SGG graph

[44] Context-Aware Scene Graph Generation With Seq2Seq Transformers

ICCV 2021Q4 SGG graph

[43] Relation Transformer Network

2020Q2 SGG graph

[37] Relationformer: A Unified Framework for Image-to-Graph Generation

2022Q1 SGG graph one-stage ECCV

[36] SGTR: End-to-end Scene Graph Generation with Transformer

2022Q1 CVPR SGG graph one-stage

[35] RelTR: Relation Transformer for Scene Graph Generation

2022Q1 SGG graph one-stage