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07/20/2023
OBJECT 3DIT: Language-guided 3D-aware Image Editing
Existing image editing tools, while powerful, typically disregard the un...
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11/18/2022
Visual Programming: Compositional visual reasoning without training
We present VISPROG, a neuro-symbolic approach to solving complex and com...
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04/28/2022
GRIT: General Robust Image Task Benchmark
Computer vision models excel at making predictions when the test distrib...
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02/04/2022
Webly Supervised Concept Expansion for General Purpose Vision Models
General purpose vision (GPV) systems are models that are designed to sol...
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04/02/2021
Visual Semantic Role Labeling for Video Understanding
We propose a new framework for understanding and representing related sa...
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04/01/2021
Towards General Purpose Vision Systems
A special purpose learning system assumes knowledge of admissible tasks ...
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10/21/2020
Learning Curves for Analysis of Deep Networks
A learning curve models a classifier's test error as a function of the n...
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06/17/2020
Contrastive Learning for Weakly Supervised Phrase Grounding
Phrase grounding, the problem of associating image regions to caption wo...
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08/22/2019
ViCo: Word Embeddings from Visual Co-occurrences
We propose to learn word embeddings from visual co-occurrences. Two word...
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11/14/2018
No-Frills Human-Object Interaction Detection: Factorization, Appearance and Layout Encodings, and Training Techniques
We show that with an appropriate factorization, and encodings of layout ...
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04/10/2018
Imagine This! Scripts to Compositions to Videos
Imagining a scene described in natural language with realistic layout an...
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04/02/2017
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks
An important goal of computer vision is to build systems that learn visu...
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06/15/2016