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07/24/2022
Cross-Modal 3D Shape Generation and Manipulation
Creating and editing the shape and color of 3D objects require tremendou...
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01/26/2021
Revisiting Contrastive Learning for Few-Shot Classification
Instance discrimination based contrastive learning has emerged as a lead...
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08/03/2020
Describing Textures using Natural Language
Textures in natural images can be characterized by color, shape, periodi...
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03/30/2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions
The problems of shape classification and part segmentation from 3D point...
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12/18/2019
The Spectral Bias of the Deep Image Prior
The "deep image prior" proposed by Ulyanov et al. is an intriguing prope...
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02/10/2019
Task2Vec: Task Embedding for Meta-Learning
We introduce a method to provide vectorial representations of visual cla...
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05/24/2018
VisemeNet: Audio-Driven Animator-Centric Speech Animation
We present a novel deep-learning based approach to producing animator-ce...
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12/22/2017
CSGNet: Neural Shape Parser for Constructive Solid Geometry
We present a neural architecture that takes as input a 2D or 3D shape an...
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11/14/2013
