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Towards General and Efficient Active Learning

Dec 15, 2021
Yichen Xie, Masayoshi Tomizuka, Wei Zhan

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Black-box Detection of Backdoor Attacks with Limited Information and Data

Mar 24, 2021
Yinpeng Dong, Xiao Yang, Zhijie Deng, Tianyu Pang, Zihao Xiao, Hang Su, Jun Zhu

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Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification

Dec 15, 2021
Xiaohua Chen, Yucan Zhou, Dayan Wu, Wanqian Zhang, Yu Zhou, Bo Li, Weiping Wang

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Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments

Dec 31, 2021
Abhiram Iyer, Karan Grewal, Akash Velu, Lucas Oliveira Souza, Jeremy Forest, Subutai Ahmad

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Track without Appearance: Learn Box and Tracklet Embedding with Local and Global Motion Patterns for Vehicle Tracking

Aug 13, 2021
Gaoang Wang, Renshu Gu, Zuozhu Liu, Weijie Hu, Mingli Song, Jenq-Neng Hwang

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Detection of extragalactic Ultra-Compact Dwarfs and Globular Clusters using Explainable AI techniques

Jan 07, 2022
Mohammad Mohammadi, Jarvin Mutatiina, Teymoor Saifollahi, Kerstin Bunte

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When Neural Networks Using Different Sensors Create Similar Features

Nov 04, 2021
Hugues Moreau, Andréa Vassilev, Liming Chen

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InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning

Jul 09, 2020
Kwot Sin Lee, Ngoc-Trung Tran, Ngai-Man Cheung

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Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object Detection

Dec 24, 2021
Huajun Zhou, Peijia Chen, Lingxiao Yang, Jianhuang Lai, Xiaohua Xie

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Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers

Sep 09, 2021
Stella Frank, Emanuele Bugliarello, Desmond Elliott

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