Research map / Video / Action recognition
Progressive Relation Learning for Group Activity Recognition
Check your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Add the feature-distilling and relation-gating agents to SRG (ablation) | SRG · Volleyball | MCA: 3.1% | Helped |
| Add the feature-distilling agent (ablation) | SRG · Volleyball | MCA: over 1.2% | Helped |
| Add the feature-distilling agent (ablation) | SRG · Volleyball | MPCA: 0.7% | Helped |
| Add the relation-gating agent (ablation) | SRG · Volleyball | MCA: over 1.5% | Helped |
| Add the relation-gating agent (ablation) | SRG · Volleyball | MPCA: 2.6% | Helped |
| Use an RL-based feature-distilling agent instead of temporal attention (ablation) | SRG · Volleyball | MCA: 0.9% | Helped |
| Use an RL-based relation-gating agent instead of relation attention (ablation) | SRG · Volleyball | MCA: 1.1% | Helped |
| Add progressive feature distilling and relation gating (ablation) | SRG · CAD | MPCA: 1.3% | Helped |
| Add optical-flow input | SPA+KD · CAD | MPCA: 3.2% | Helped |
Closest papers by meaning
- Learning Actor Relation Graphs for Group Activity Recognition (CVPR 2019 · similarity 0.91)
- Convolutional Relational Machine for Group Activity Recognition (CVPR 2019 · similarity 0.88)
- Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition (CVPR 2016 · similarity 0.88)
- Group-Graph Policy Optimization for Long-Horizon Agentic Reinforcement Learning (NeurIPS 2026 · similarity 0.84)
- Learning Group Actions on Latent Representations (NeurIPS 2024 · similarity 0.84)
- Learning Group Activity Features Through Person Attribute Prediction (CVPR 2024 · similarity 0.83)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.