Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Adaptation Across Extreme Variations using Unlabeled Domain Bridges	Shuyang Dai, Kihyuk Sohn, Yi-Hsuan Tsai	2019	arxiv 1906.02238
DESC: Domain Adaptation for Depth Estimation via Semantic Consistency	Adrian Lopez-Rodriguez, Krystian Mikolajczyk	2020	arxiv 2009.01579
Lane detection in complex scenes based on end-to-end neural network	Wenbo Liu, Fei Yan, Kuan Tang	2020	arxiv 2010.13422
Real-Time Uncertainty Estimation in Computer Vision via Uncertainty-Aware Distribution Distillation	Yichen Shen, Zhilu Zhang, Mert R. Sabuncu	2020	arxiv 2007.15857
Grounded Human-Object Interaction Hotspots from Video	Tushar Nagarajan, Christoph Feichtenhofer, Kristen Grauman	2018	arxiv 1812.04558
SDNet: Semantically Guided Depth Estimation Network	Matthias Ochs, Adrian Kretz, Rudolf Mester	2019	arxiv 1907.10659
Don't Worry About the Weather: Unsupervised Condition-Dependent Domain Adaptation	Horia Porav, Tom Bruls, Paul Newman	2019	arxiv 1907.11004
A Comprehensive Overhaul of Feature Distillation	Byeongho Heo, Jeesoo Kim, Sangdoo Yun	2019	arxiv 1904.01866
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE	Ke Li, Tianhao Zhang, Jitendra Malik	2018	arxiv 1811.12373
See Yourself in Others: Attending Multiple Tasks for Own Failure Detection	Boyang Sun, Jiaxu Xing, Hermann Blum	2021	arxiv 2110.02549
Continual Hippocampus Segmentation with Transformers	Amin Ranem, Camila González, Anirban Mukhopadhyay	2022	arxiv 2204.08043
Attention Mechanisms in Computer Vision: A Survey	Meng-Hao Guo, Tian-Xing Xu, Jiang-Jiang Liu	2021	arxiv 2111.07624
Probing Contextual Diversity for Dense Out-of-Distribution Detection	Silvio Galesso, Maria Alejandra Bravo, Mehdi Naouar	2022	arxiv 2208.14195
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks	Wenhui Wang, Hangbo Bao, Li Dong	2022	arxiv 2208.10442
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation	Theodore Barfoot, Luis Garcia-Peraza-Herrera, Ben Glocker	2024	arxiv 2403.06759
ThermoCycleNet: Stereo-based Thermogram Labeling for Model Transition to Cycling	Daniel Andrés López, Vincent Weber, Severin Zentgraf	2025	arxiv 2508.00974
Image Prior and Posterior Conditional Probability Representation for Efficient Damage Assessment	Jie Wei, Weicong Feng, Erik Blasch	2023	arxiv 2310.17801
Parallel Watershed Partitioning: GPU-Based Hierarchical Image Segmentation	Varduhi Yeghiazaryan, Yeva Gabrielyan, Irina Voiculescu	2024	arxiv 2410.08946
VTON-IT: Virtual Try-On using Image Translation	Santosh Adhikari, Bishnu Bhusal, Prashant Ghimire	2023	arxiv 2310.04558
Language-driven Grasp Detection with Mask-guided Attention	Tuan Van Vo, Minh Nhat Vu, Baoru Huang	2024	arxiv 2407.19877

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