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When ChatGPT for Computer Vision Will Come? From 2D to 3D

arXiv 2305.06133 ↗First posted 10 May 2023cs.CVcited by 0

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Abstract (arXiv)

ChatGPT and its improved variant GPT4 have revolutionized the NLP field with a single model solving almost all text related tasks. However, such a model for computer vision does not exist, especially for 3D vision. This article first provides a brief view on the progress of deep learning in text, image and 3D fields from the model perspective. Moreover, this work further discusses how AIGC evolves from the data perspective. On top of that, this work presents an outlook on the development of AIGC in 3D from the data perspective.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 19 of its 41 references that are in the map. First posted on arXiv 10 May 2023.

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19 of 41 references.

References · 19

  1. 2015Deep Residual Learning for Image Recognitioncited by 52,096
  2. 2020Language Models are Few-Shot Learnerscited by 32,419
  3. 2023Segment Anythingcited by 8,234
  4. 2022Hierarchical Text-Conditional Image Generation with CLIP Latentscited by 6,585
  5. 2019EfficientNet: Rethinking Model Scaling for Convolutional Neural Networkscited by 6,442
  6. 2014Fully Convolutional Networks for Semantic Segmentationcited by 4,859
  7. 2021Zero-Shot Text-to-Image Generationcited by 4,288
  8. 2014Going Deeper with Convolutionscited by 4,241
  9. 2014Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translationcited by 4,057
  10. 2022DreamFusion: Text-to-3D using 2D Diffusioncited by 3,025
  11. 2022Point-E: A System for Generating 3D Point Clouds from Complex Promptscited by 699
  12. 2021Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modelingcited by 653
7 more
  1. 2019Object Detection in 20 Years: A Surveycited by 531
  2. 2021Pre-Trained Models: Past, Present and Futurecited by 319
  3. 2023Can SAM Segment Anything? When SAM Meets Camouflaged Object Detectioncited by 100
  4. 2017Text Summarization Techniques: A Brief Surveycited by 59
  5. 2023One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Eracited by 55
  6. 2023Segment Anything Model (SAM) Meets Glass: Mirror and Transparent Objects Cannot Be Easily Detectedcited by 34
  7. 2021Deep Learning Based 3D Segmentation: A Surveycited by 30

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