Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks	Yaming Zhang, Chenqiang Gao, Fangcen Liu	2024	arxiv 2412.16654
Neural Prior Estimation: Learning Class Priors from Latent Representations	Masoud Yavari, Payman Moallem	2026	arxiv 2602.17853
World Mouse: Exploring Interactions with a Cross-Reality Cursor	Esen K. Tütüncü, Mar Gonzalez-Franco, Khushman Patel	2026	arxiv 2603.10984
Improving Image Coding for Machines through Optimizing Encoder via Auxiliary Loss	Kei Iino, Shunsuke Akamatsu, Hiroshi Watanabe	2024	arxiv 2402.08267
Generalizable Sparse-View 3D Reconstruction from Unconstrained Images	Vinayak Gupta, Chih-Hao Lin, Shenlong Wang	2026	arxiv 2604.28193
Transcription and Recognition of Italian Parliamentary Speeches Using Vision-Language Models	Luigi Curini, Alfio Ferrara, Giovanni Pagano	2026	arxiv 2603.28103
DRUM: Diffusion-based Raydrop-aware Unpaired Mapping for Sim2Real LiDAR Segmentation	Tomoya Miyawaki, Kazuto Nakashima, Yumi Iwashita	2026	arxiv 2603.26263
Sem-NaVAE: Semantically-Guided Outdoor Mapless Navigation via Generative Trajectory Priors	Gonzalo Olguín, Javier Ruiz-del-Solar	2026	arxiv 2602.01429
Multi-task learning on partially labeled datasets via invariant/equivariant semi-supervised learning	Miquel Martí i Rabadán, Alessandro Pieropan, Hossein Azizpour	2026	arxiv 2605.17624
DenseMLLM: Standard Multimodal LLMs for Dense Prediction	Yi Li, Hongze Shen, Lexiang Tang	2026	arxiv 2602.14134
Remembering by Reconstructing: Domain Incremental Learning With Test-Time Training on Video Streams	Jonathan Swinnen, Tinne Tuytelaars	2026	arxiv 2605.31108
Learning Stable Canonical Worlds for Novel View Synthesis and Beyond	Xiaoyu Xu, Jian Zou, Sheyang Tang	2026	arxiv 2606.23027
Federated Multi-Target Domain Adaptation	Chun-Han Yao, Boqing Gong, Yin Cui	2021	arxiv 2108.07792
Concurrent Discrimination and Alignment for Self-Supervised Feature Learning	Anjan Dutta, Massimiliano Mancini, Zeynep Akata	2021	arxiv 2108.08562
mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets	Rui Gong, Dengxin Dai, Yuhua Chen	2020	arxiv 2012.08385
Semantic Dense Reconstruction with Consistent Scene Segments	Yingcai Wan, Yanyan Li, Yingxuan You	2021	arxiv 2109.14821
Self-Supervised Representation Learning from Flow Equivariance	Yuwen Xiong, Mengye Ren, Wenyuan Zeng	2021	arxiv 2101.06553
Robust Monocular Localization in Sparse HD Maps Leveraging Multi-Task Uncertainty Estimation	Kürsat Petek, Kshitij Sirohi, Daniel Büscher	2021	arxiv 2110.10563
Leveraging Class Hierarchies with Metric-Guided Prototype Learning	Vivien Sainte Fare Garnot, Loic Landrieu	2020	arxiv 2007.03047
ILabel: Interactive Neural Scene Labelling	Shuaifeng Zhi, Edgar Sucar, Andre Mouton	2021	arxiv 2111.14637

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