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20172023
most citedPC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search

420 citations · 1.2k across the 58 of their papers we have counts for

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Showing cs.MMShow all

5 papers · 1 filter

cs.MM2023

Scene Graph Lossless Compression with Adaptive Prediction for Objects and Relations

Yufeng Zhang, Weiyao Lin, Wenrui Dai +2

The scene graph is a new data structure describing objects and their pairwise relationship within image scenes. As the size of scene graph in vision applications grows, how to loss…

cs.MM2020★ 26 cited

Key-Point Sequence Lossless Compression for Intelligent Video Analysis

Weiyao Lin, Xiaoyi He, Wenrui Dai +4

Feature coding has been recently considered to facilitate intelligent video analysis for urban computing. Instead of raw videos, extracted features in the front-end are encoded and…

cs.MM2019★ 2 cited

Probabilistic Tile Visibility-Based Server-Side Rate Adaptation for Adaptive 360-Degree Video Streaming

Junni Zou, Chenglin Li, Chengming Liu +3

In this paper, we study the server-side rate adaptation problem for streaming tile-based adaptive 360-degree videos to multiple users who are competing for transmission resources a…

cs.MM2019

A multimodal lossless coding method for skeletons in videos

Mingzhou Liu, Xiaoyi He, Weiyao Lin +4

Nowadays, skeleton information in videos plays an important role in human-centric video analysis but effective coding such massive skeleton information has never been addressed in…

cs.MM2019★ 2 cited

Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach

Kexin Tang, Nuowen Kan, Junni Zou +3

We consider a multi-user video streaming service optimization problem over a time-varying and mutually interfering multi-cell wireless network. The key research challenge is to app…