2022: A Year Full of Amazing AI papers- A Review 🚀

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code.

While the world is still recovering, research hasn't slowed its frenetic pace, especially in the field of artificial intelligence. More, many important aspects were highlighted this year, like the ethical aspects, important biases, governance, transparency and much more. Artificial intelligence and our understanding of the human brain and its link to AI are constantly evolving, showing promising applications improving our life's quality in the near future. Still, we ought to be careful with which technology we choose to apply.

"Science cannot tell us what we ought to do, only what we can do."
- Jean-Paul Sartre, Being and Nothingness

Here's curated list of the latest breakthroughs in AI and Data Science by release date with a clear video explanation, link to a more in-depth article, and code (if applicable). Enjoy the read!

The complete reference to each paper is listed at the end of this repository. Star this repository to stay up to date and stay tuned for next year! ⭐️

Maintainer: louisfb01, also active on YouTube and as a Podcaster if you want to see/hear more about AI!

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Watch a complete 2022 rewind in 8 minutes

The Full List

• Resolution-robust Large Mask Inpainting with Fourier Convolutions [1]
• Stitch it in Time: GAN-Based Facial Editing of Real Videos [2]
• NeROIC: Neural Rendering of Objects from Online Image Collections [3]
• SpeechPainter: Text-conditioned Speech Inpainting [4]
• Towards real-world blind face restoration with generative facial prior [5]
• 4D-Net for Learned Multi-Modal Alignment [6]
• Instant Neural Graphics Primitives with a Multiresolution Hash Encoding [7]
• Hierarchical Text-Conditional Image Generation with CLIP Latents [8]
• MyStyle: A Personalized Generative Prior [9]
• OPT: Open Pre-trained Transformer Language Models [10]
• BlobGAN: Spatially Disentangled Scene Representations [11]
• A Generalist Agent [12]
• Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding [13]
• Dalle mini [14]
• No Language Left Behind: Scaling Human-Centered Machine Translation [15]
• Dual-Shutter Optical Vibration Sensing [16]
• Make-a-scene: Scene-based text-to-image generation with human priors [17]
• BANMo: Building Animatable 3D Neural Models from Many Casual Videos [18]
• High-resolution image synthesis with latent diffusion models [19]
• Panoptic Scene Graph Generation [20]
• An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion [21]
• Expanding Language-Image Pretrained Models for General Video Recognition [22]
• MAKE-A-VIDEO: TEXT-TO-VIDEO GENERATION WITHOUT TEXT-VIDEO DATA [23]
• [Robust Speech Recognition via Large-Scale Weak Supervision [24]](