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InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning [PDF]
Neural Information Processing Systems, 2023 Large-scale pre-training and instruction tuning have been successful at creating general-purpose language models with broad competence. However, building general-purpose vision-language models is challenging due to the rich input distributions and task ...
Wenliang Dai +8 more
semanticscholar +1 more source
GLM: General Language Model Pretraining with Autoregressive Blank Infilling [PDF]
Annual Meeting of the Association for Computational Linguistics, 2021 There have been various types of pretraining architectures including autoencoding models (e.g., BERT), autoregressive models (e.g., GPT), and encoder-decoder models (e.g., T5).
Zhengxiao Du +6 more
semanticscholar +1 more source
Uformer: A General U-Shaped Transformer for Image Restoration [PDF]
Computer Vision and Pattern Recognition, 2021 In this paper, we present Uformer, an effective and efficient Transformer-based architecture for image restoration, in which we build a hierarchical encoder-decoder network using the Transformer block. In Uformer, there are two core designs.
Zhendong Wang +3 more
semanticscholar +1 more source
Diffusion Posterior Sampling for General Noisy Inverse Problems [PDF]
International Conference on Learning Representations, 2022 Diffusion models have been recently studied as powerful generative inverse problem solvers, owing to their high quality reconstructions and the ease of combining existing iterative solvers.
Hyungjin Chung +4 more
semanticscholar +1 more source
Journal of Dual Diagnosis, 2021 I am grateful to my colleague and friend, Editor-in-Chief Sherwood Brown, for this opportunity to extoll Dr. Alan Green, MD (1953–2020) as a humanitarian and as a clinician scientist.
openaire +3 more sources
Career as a general speciality anaesthesiologist
Indian Journal of Anaesthesia, 2021 The growth in anaesthesia speciality has been contemporaneous with the advancement in surgical techniques. Although various anaesthesia subspecialities have developed over the years, the value of a general speciality anaesthesiologist cannot be ...
Jayashree Sood +4 more
doaj +1 more source
featureCounts: an efficient general purpose program for assigning sequence reads to genomic features [PDF]
Bioinform., 2013 MOTIVATION Next-generation sequencing technologies generate millions of short sequence reads, which are usually aligned to a reference genome. In many applications, the key information required for downstream analysis is the number of reads mapping to ...
Yang Liao, G. Smyth, Wei Shi
semanticscholar +1 more source
European Journal of General Practice, 2022 Background In Europe, hospital training is integrated in the postgraduate curriculum of General Practitioners (GPs) according to the European Directives.
Kimberley De Vocht +2 more
doaj +1 more source