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Smallcap: lightweight image captioning prompted with retrieval augmentation
Recent advances in image captioning have focused on scaling the data and model size,
substantially increasing the cost of pre-training and finetuning. As an alternative to large …
substantially increasing the cost of pre-training and finetuning. As an alternative to large …
Do you remember? dense video captioning with cross-modal memory retrieval
There has been significant attention to the research on dense video captioning which aims
to automatically localize and caption all events within untrimmed video. Several studies …
to automatically localize and caption all events within untrimmed video. Several studies …
Retrieval-augmented image captioning
Inspired by retrieval-augmented language generation and pretrained Vision and Language
(V&L) encoders, we present a new approach to image captioning that generates sentences …
(V&L) encoders, we present a new approach to image captioning that generates sentences …
Genome wide association neural networks (GWANN) identify genes linked to family history of Alzheimer's disease
Augmenting traditional genome wide association studies (GWAS) with advanced machine
learning algorithms can allow the detection of novel signals in available cohorts. We …
learning algorithms can allow the detection of novel signals in available cohorts. We …
TADACap: Time-series Adaptive Domain-Aware Captioning
While image captioning has gained significant attention, the potential of captioning time-
series images, prevalent in areas like finance and healthcare, remains largely untapped …
series images, prevalent in areas like finance and healthcare, remains largely untapped …
Towards a sentiment-aware conversational agent
We propose an end-to-end sentiment-aware conversational agent based on two models: a
reply sentiment prediction model and a text generation model, conditioned on the predicted …
reply sentiment prediction model and a text generation model, conditioned on the predicted …
[ЦИТАТА][C] Deep Learning for Remote Sensing Image Captioning
JMD Barata - 2021