Nikhil Naik

We present a novel architecture, BootPIG, that enables personalized image generation without any test-time fine-tuning.

TLDR Learning from human preferences, specifically Reinforcement Learning from Human Feedback (RLHF) has been a key recent component in the development of large language models such as ChatGPT or Llama2. Up until recently,…

TLDR We present ConRad, a novel approach for generating a 3D model from a single RGB image. We introduce a 3D representation that allows us to explicitly constrain the appearance of the object…

TL;DR: Text-to-image diffusion models are very adept at generating novel images from a text prompt, but current adaptations of these methods to image editing suffer from a lack of consistency and faithfulness to…

AI can learn the language of biology to create artificial proteins across multiple protein types that are functional and unseen in nature.