ICCV 2023 Survival Guide
Blog post from Voxel51
The IEEE/CVF International Conference on Computer Vision (ICCV) is set to take place in Paris, featuring over 1000 papers discussing various aspects of computer vision. This article presents ten notable papers from the conference, including DEVA for open-world video segmentation, DWPose for whole-body pose estimation, EfficientViT and FastViT for efficient vision transformers, LightGlue for faster local feature matching, ProPainter for improved video inpainting, Segment Anything for prompted and unprompted segmentation tasks, Text2Room for extracting textured 3D meshes from 2D images, Text2Video-Zero for zero-shot text-to-video generation, and ViperGPT for visual reasoning via Python execution.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| AI Model Fine-tuning | 3 | 498 | 94 | 48 | -24% |
| LLM | 2 | 2,134 | 271 | 94 | -26% |
| Vector Search | 2 | 1,500 | 202 | 67 | -14% |
| RAG | 1 | 466 | 92 | 33 | +83% |
| Real-time | 1 | 2,216 | 526 | 161 | -9% |
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