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Xiongwei Wu

6 accepted papers

2024

OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual Representation

CVPR 2024poster

In the realm of food computing segmenting ingredients from images poses substantial challenges due to the large intra-class variance among the same ingredients the emergence of new ingredients and the high annotation costs associated with large food segmentation datasets. Existing approaches primari…

Cited by 4SourcePDFScholar
2022

Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation

CVPR 2022poster

Extracting class activation maps (CAM) is arguably the most standard step of generating pseudo masks for weakly-supervised semantic segmentation (WSSS). Yet, we find that the crux of the unsatisfactory pseudo masks is the binary cross-entropy loss (BCE) widely used in CAM. Specifically, due to the s…

Cited by 214PDFcodeScholar
2020

Latency-Minimized Design of secure transmissions in UAV-Aided Communications

ICASSP 2020accepted

Unmanned aerial vehicles (UAVs) can be utilized as aerial base stations to provide communication service for remote mobile users due to their high mobility and flexible deployment. However, the line-of-sight (LoS) wireless links are vulnerable to be intercepted by the eavesdropper (Eve), which prese…

Cited by 0SourceScholar
2019

Latency Driven Fronthaul Bandwidth Allocation and Cooperative Beamforming for Cache-enabled Cloud-based Small Cell Networks

ICASSP 2019accepted

This paper considers content delivery of the cache-enabled small cell networks (C-SCNs), where users with the same request form a multicast group and are served by a cluster of small-cell base stations (SBSs) under the coordination of the central processor. The performance of such a coordination is…

Cited by 0SourceScholar
2018

Three-User Mimo Broadcast Channel with Delayed Csit: A Higher Achievable DoF

ICASSP 2018accepted

Degrees of freedom (DoF) of the three-user multiple-input multiple-output (MIMO) broadcast channel (BC) with delayed CSIT was derived for most antenna configurations except for the case of , where transmitter has M antennas and each receiver has N antennas. In this paper, for that problem, we propos…

Cited by 0SourceScholar