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04/26/2023
Group Equivariant BEV for 3D Object Detection
Recently, 3D object detection has attracted significant attention and ac...
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04/16/2023
Autoencoders with Intrinsic Dimension Constraints for Learning Low Dimensional Image Representations
Autoencoders have achieved great success in various computer vision appl...
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04/12/2023
Multi-scale Geometry-aware Transformer for 3D Point Cloud Classification
Self-attention modules have demonstrated remarkable capabilities in capt...
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03/11/2022
Learning from Attacks: Attacking Variational Autoencoder for Improving Image Classification
Adversarial attacks are often considered as threats to the robustness of...
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12/27/2021
Learning Robust and Lightweight Model through Separable Structured Transformations
With the proliferation of mobile devices and the Internet of Things, dee...
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12/27/2021
ViR:the Vision Reservoir
The most recent year has witnessed the success of applying the Vision Tr...
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10/15/2021
Sparsity-Specific Code Optimization using Expression Trees
We introduce a code generator that converts unoptimized C++ code operati...
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10/12/2021
A Cross-Platform Benchmark for Interval Computation Libraries
Interval computation is widely used to certify computations that use flo...
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03/24/2019
Joint Learning of Discriminative Low-dimensional Image Representations Based on Dictionary Learning and Two-layer Orthogonal Projections
This work investigates the problem of efficiently learning discriminativ...
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03/23/2019