Research

Papers for “semantic segmentation”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation	Bowen Cai, Huan Fu, Rongfei Jia	2020	arxiv 2012.05608
Design Pseudo Ground Truth with Motion Cue for Unsupervised Video Object Segmentation	Ye Wang, Jongmoo Choi, Yueru Chen	2018	arxiv 1812.05206
Learning Autonomous Exploration and Mapping with Semantic Vision	Xiangyang Zhi, Xuming He, Sören Schwertfeger	2019	arxiv 1901.04782
Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning	Loic Landrieu, Mohamed Boussaha	2019	arxiv 1904.02113
UPSNet: A Unified Panoptic Segmentation Network	Yuwen Xiong, Renjie Liao, Hengshuang Zhao	2019	arxiv 1901.03784
Detecting the Unexpected via Image Resynthesis	Krzysztof Lis, Krishna Nakka, Pascal Fua	2019	arxiv 1904.07595
ELASTIC: Improving CNNs with Dynamic Scaling Policies	Huiyu Wang, Aniruddha Kembhavi, Ali Farhadi	2018	arxiv 1812.05262
Blurring the Line Between Structure and Learning to Optimize and Adapt Receptive Fields	Evan Shelhamer, Dequan Wang, Trevor Darrell	2019	arxiv 1904.11487
Weakly Labeling the Antarctic: The Penguin Colony Case	Hieu Le, Bento Gonçalves, Dimitris Samaras	2019	arxiv 1905.03313
Deep Multi Label Classification in Affine Subspaces	Thomas Kurmann, Pablo Marquez Neila, Sebastian Wolf	2019	arxiv 1907.04563
RED: A ReRAM-based Deconvolution Accelerator	Zichen Fan, Ziru Li, Bing Li	2019	arxiv 1907.02987
Bayesian Volumetric Autoregressive generative models for better semisupervised learning	Guilherme Pombo, Robert Gray, Tom Varsavsky	2019	arxiv 1907.11559
Encoder-Decoder based CNN and Fully Connected CRFs for Remote Sensed Image Segmentation	Vikas Agaradahalli Gurumurthy	2019	arxiv 1910.06041
Seeing What a GAN Cannot Generate	David Bau, Jun-Yan Zhu, Jonas Wulff	2019	arxiv 1910.11626
HGR-Net: A Fusion Network for Hand Gesture Segmentation and Recognition	Amirhossein Dadashzadeh, Alireza Tavakoli Targhi, Maryam Tahmasbi	2018	arxiv 1806.05653
Indoor Layout Estimation by 2D LiDAR and Camera Fusion	Jieyu Li, Robert L Stevenson	2020	arxiv 2001.05422
3D Shape Segmentation with Geometric Deep Learning	Davide Boscaini, Fabio Poiesi	2020	arxiv 2002.00397
Semantic Foreground Inpainting from Weak Supervision	Chenyang Lu, Gijs Dubbelman	2019	arxiv 1909.04564
MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences	Xingyu Liu, Mengyuan Yan, Jeannette Bohg	2019	arxiv 1910.09165
Spatiotemporal Transformer Attention Network for 3D Voxel Level Joint Segmentation and Motion Prediction in Point Cloud	Zhensong Wei, Xuewei Qi, Zhengwei Bai	2022	arxiv 2203.00138

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