activity
20132023
most citedA Simple Framework for Contrastive Learning of Visual Representations

7.3k citations · 21.3k across the 74 of their papers we have counts for

collaborators
Showing 2022Show all

10 papers · 1 filter

cs.HC2022★ 23 cited

An RFID-Based Assistive Glove to Help the Visually Impaired

Paniz Sedighi, Mohammad Hesam Norouzi, Mehdi Delrobaei

Recent studies have focused on facilitating perception and outdoor navigation for people with blindness or some form of vision loss. However, a significant portion of these studies…

cs.CL2022

Meta-Learning Fast Weight Language Models

Kevin Clark, Kelvin Guu, Ming-Wei Chang +3

Dynamic evaluation of language models (LMs) adapts model parameters at test time using gradient information from previous tokens and substantially improves LM performance. However,…

cs.CL2022★ 2 cited

Character-Aware Models Improve Visual Text Rendering

Rosanne Liu, Dan Garrette, Chitwan Saharia +7

Current image generation models struggle to reliably produce well-formed visual text. In this paper, we investigate a key contributing factor: popular text-to-image models lack cha…

cs.CV2022★ 2 cited

Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting

Su Wang, Chitwan Saharia, Ceslee Montgomery +11

Text-guided image editing can have a transformative impact in supporting creative applications. A key challenge is to generate edits that are faithful to input text prompts, while…

cs.CV2022★ 63 cited

Novel View Synthesis with Diffusion Models

Daniel Watson, William Chan, Ricardo Martin-Brualla +3

We present 3DiM, a diffusion model for 3D novel view synthesis, which is able to translate a single input view into consistent and sharp completions across many views. The core com…

cs.CV2022★ 346 cited

Imagen Video: High Definition Video Generation with Diffusion Models

Jonathan Ho, William Chan, Chitwan Saharia +8

We present Imagen Video, a text-conditional video generation system based on a cascade of video diffusion models. Given a text prompt, Imagen Video generates high definition videos…