Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Dataset Enhancement with Instance-Level Augmentations	Orest Kupyn, Christian Rupprecht	2024	arxiv 2406.08249
Enhancing Generalizability of Representation Learning for Data-Efficient 3D Scene Understanding	Yunsong Wang, Na Zhao, Gim Hee Lee	2024	arxiv 2406.11283
GenMM: Geometrically and Temporally Consistent Multimodal Data Generation for Video and LiDAR	Bharat Singh, Viveka Kulharia, Luyu Yang	2024	arxiv 2406.10722
OpenScene: 3D Scene Understanding with Open Vocabularies	Songyou Peng, Kyle Genova, Chiyu "Max" Jiang	2022	arxiv 2211.15654
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models	Jiarui Xu, Sifei Liu, Arash Vahdat	2023	arxiv 2303.04803
Self-Supervised Learning based Depth Estimation from Monocular Images	Mayank Poddar, Akash Mishra, Mohit Kewlani	2023	arxiv 2304.06966
Radio astronomical images object detection and segmentation: A benchmark on deep learning methods	Renato Sortino, Daniel Magro, Giuseppe Fiameni	2023	arxiv 2303.04506
Mask-FPAN: Semi-Supervised Face Parsing in the Wild With De-Occlusion and UV GAN	Lei Li, Tianfang Zhang, Zhongfeng Kang	2022	arxiv 2212.09098
The Second-place Solution for CVPR VISION 23 Challenge Track 1 -- Data Effificient Defect Detection	Xian Tao, Zhen Qu, Hengliang Luo	2023	arxiv 2306.14116
Localized Text-to-Image Generation for Free via Cross Attention Control	Yutong He, Ruslan Salakhutdinov, J. Zico Kolter	2023	arxiv 2306.14636
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation-Extended Abstract	Bohao Peng, Zhuotao Tian, Xiaoyang Wu	2023	arxiv 2306.15278
Teachers in concordance for pseudo-labeling of 3D sequential data	Awet Haileslassie Gebrehiwot, Patrik Vacek, David Hurych	2022	arxiv 2207.06079
Causal reasoning in typical computer vision tasks	Kexuan Zhang, Qiyu Sun, Chaoqiang Zhao	2023	arxiv 2307.13992
RT-K-Net: Revisiting K-Net for Real-Time Panoptic Segmentation	Markus Schön, Michael Buchholz, Klaus Dietmayer	2023	arxiv 2305.01255
Target-point Attention Transformer: A novel trajectory predict network for end-to-end autonomous driving	Jingyu Du, Yang Zhao, Hong Cheng	2023	arxiv 2308.01496
ACLS: Adaptive and Conditional Label Smoothing for Network Calibration	Hyekang Park, Jongyoun Noh, Youngmin Oh	2023	arxiv 2308.11911
SynDrone -- Multi-modal UAV Dataset for Urban Scenarios	Giulia Rizzoli, Francesco Barbato, Matteo Caligiuri	2023	arxiv 2308.10491
PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization	Prithvijit Chattopadhyay, Kartik Sarangmath, Vivek Vijaykumar	2022	arxiv 2212.00979
YOLOR-Based Multi-Task Learning	Hung-Shuo Chang, Chien-Yao Wang, Richard Robert Wang	2023	arxiv 2309.16921
AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation	Kashu Yamazaki, Taisei Hanyu, Minh Tran	2023	arxiv 2306.06842

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