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08/30/2023
CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and Attention
Both CNN-based and Transformer-based object detection with bounding box ...
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05/28/2023
BadLabel: A Robust Perspective on Evaluating and Enhancing Label-noise Learning
Label-noise learning (LNL) aims to increase the model's generalization g...
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04/30/2023
Assessing Vulnerabilities of Adversarial Learning Algorithm through Poisoning Attacks
Adversarial training (AT) is a robust learning algorithm that can defend...
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08/01/2022
Relay Hindsight Experience Replay: Continual Reinforcement Learning for Robot Manipulation Tasks with Sparse Rewards
Learning with sparse rewards is usually inefficient in Reinforcement Lea...
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06/17/2022
SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments
Traditional biological and pharmaceutical manufacturing plants are contr...
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03/05/2020
Balance Between Efficient and Effective Learning: Dense2Sparse Reward Shaping for Robot Manipulation with Environment Uncertainty
Efficient and effective learning is one of the ultimate goals of the dee...
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02/20/2020
Photorealistic Lip Sync with Adversarial Temporal Convolutional Networks
Lip sync has emerged as a promising technique to generate mouth movement...
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12/19/2018
Fast Botnet Detection From Streaming Logs Using Online Lanczos Method
Botnet, a group of coordinated bots, is becoming the main platform of ma...
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12/19/2018
Correlated Anomaly Detection from Large Streaming Data
Correlated anomaly detection (CAD) from streaming data is a type of grou...
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08/15/2018
Neural Collaborative Ranking
Recommender systems are aimed at generating a personalized ranked list o...
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09/26/2015