CVPR 2023 accepted papers by research area
2,359 papers were accepted at CVPR 2023 (+282 vs 2022). Here is how they split across 20 research areas, and which topics gained the most ground.
See CVPR 2023 in the interactive map
Research areas
| Area | Papers | Share | Change in share vs 2022 |
|---|---|---|---|
| 3D vision | 491 | 20.8% | +3.0 pts |
| Label-efficient and robust learning | 336 | 14.2% | -2.0 pts |
| Detection and segmentation | 332 | 14.1% | -2.2 pts |
| Image generation | 274 | 11.6% | +2.3 pts |
| Video | 238 | 10.1% | -0.6 pts |
| Vision-language and multimodal | 177 | 7.5% | +1.8 pts |
| Point clouds | 121 | 5.1% | +0.4 pts |
| Architectures and efficiency | 117 | 5.0% | -1.6 pts |
| Adversarial robustness and security | 75 | 3.2% | +0.1 pts |
| Continual learning | 44 | 1.9% | steady |
| Probabilistic and scientific modeling | 29 | 1.2% | -0.4 pts |
| Graph learning | 29 | 1.2% | -0.7 pts |
| Federated learning and privacy | 28 | 1.2% | steady |
| Learning theory and algorithms | 26 | 1.1% | -0.2 pts |
| Multi-agent systems and games | 19 | 0.8% | +0.2 pts |
| Reinforcement learning | 8 | 0.3% | +0.1 pts |
| Large language models | 6 | 0.3% | steady |
| Optimization | 6 | 0.3% | -0.3 pts |
| Time series | 2 | 0.1% | steady |
| Bandits and online learning | 1 | 0.0% | steady |
Fastest-growing topics at CVPR 2023
Change in share of CVPR papers from 2022 to 2023, topics with at least 10 papers.
- NeRF and radiance fields (3D vision): 54 → 94 papers
- CLIP and zero-shot (Vision-language and multimodal): 20 → 48 papers
- Face and shape (3D vision): 89 → 126 papers
- Open-set and few-shot detection (Detection and segmentation): 104 → 141 papers
- Autoregressive and latent generation (Image generation): 38 → 64 papers
- 3D generation (3D vision): 54 → 82 papers
- Text-to-image diffusion (Image generation): 7 → 28 papers
- Video generation (Video): 8 → 27 papers
- Video-language understanding (Video): 29 → 50 papers
- Human and embodied modeling (Vision-language and multimodal): 48 → 69 papers
More venues
Same year: ICML 2023 · NeurIPS 2023 · ICLR 2023 · AAAI 2023