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07/31/2023
Guiding Image Captioning Models Toward More Specific Captions
Image captioning is conventionally formulated as the task of generating ...
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05/22/2023
FIT: Far-reaching Interleaved Transformers
We present FIT: a transformer-based architecture with efficient self-att...
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10/12/2022
A Generalist Framework for Panoptic Segmentation of Images and Videos
Panoptic segmentation assigns semantic and instance ID labels to every p...
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06/15/2022
A Unified Sequence Interface for Vision Tasks
While language tasks are naturally expressed in a single, unified, model...
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05/23/2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
We present Imagen, a text-to-image diffusion model with an unprecedented...
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09/22/2021
Pix2seq: A Language Modeling Framework for Object Detection
This paper presents Pix2Seq, a simple and generic framework for object d...
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11/05/2020
Intriguing Properties of Contrastive Losses
Contrastive loss and its variants have become very popular recently for ...
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10/29/2019
Big Bidirectional Insertion Representations for Documents
The Insertion Transformer is well suited for long form text generation d...
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07/09/2019