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02/27/2023
Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning
In this work, we introduce Vid2Seq, a multi-modal single-stage dense eve...
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12/20/2022
Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive Evaluation
One of the major challenges of machine translation (MT) is ambiguity, wh...
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03/30/2022
TubeDETR: Spatio-Temporal Video Grounding with Transformers
We consider the problem of localizing a spatio-temporal tube in a video ...
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05/12/2021
Segmenter: Transformer for Semantic Segmentation
Image segmentation is often ambiguous at the level of individual image p...
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04/23/2019
Monte-Carlo Tree Search for Efficient Visually Guided Rearrangement Planning
In this paper, we address the problem of visually guided rearrangement p...
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03/18/2019
Learning to Augment Synthetic Images for Sim2Real Policy Transfer
Vision and learning have made significant progress that could improve ro...
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04/13/2018
BodyNet: Volumetric Inference of 3D Human Body Shapes
Human shape estimation is an important task for video editing, animation...
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06/21/2017
Learnable pooling with Context Gating for video classification
Common video representations often deploy an average or maximum pooling ...
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07/25/2016
