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08/23/2023
ACLS: Adaptive and Conditional Label Smoothing for Network Calibration
We address the problem of network calibration adjusting miscalibrated co...
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10/13/2022
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation
We address the problem of incremental semantic segmentation (ISS) recogn...
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10/12/2022
Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation
Class-incremental semantic segmentation (CISS) labels each pixel of an i...
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07/21/2022
OIMNet++: Prototypical Normalization and Localization-aware Learning for Person Search
We address the task of person search, that is, localizing and re-identif...
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08/14/2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation
We address the problem of generalized zero-shot semantic segmentation (G...
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04/02/2021
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation
We address the problem of weakly-supervised semantic segmentation (WSSS)...
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02/07/2021
Model-Augmented Q-learning
In recent years, Q-learning has become indispensable for model-free rein...
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07/14/2020
Learning to Sample with Local and Global Contexts in Experience Replay Buffer
Experience replay, which enables the agents to remember and reuse experi...
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10/12/2018