Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
ACS-SegNet: An Attention-Based CNN-SegFormer Segmentation Network for Tissue Segmentation in Histopathology	Nima Torbati, Anastasia Meshcheryakova, Ramona Woitek	2025	arxiv 2510.20754
4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding	Yujin Chen, Matthias Nie\ssner, Angela Dai	2021	arxiv 2112.02990
Deep Neural Networks and PIDE discretizations	Bastian Bohn, Michael Griebel, Dinesh Kannan	2021	arxiv 2108.02430
DBCal: Density Based Calibration of classifier predictions for uncertainty quantification	Alex Hagen, Karl Pazdernik, Nicole LaHaye	2022	arxiv 2204.00150
EDC3: Ensemble of Deep-Classifiers using Class-specific Copula functions to Improve Semantic Image Segmentation	Somenath Kuiry, Nibaran Das, Alaka Das	2020	arxiv 2003.05710
Superkernel Neural Architecture Search for Image Denoising	Marcin Mo\.zejko, Tomasz Latkowski, \Lukasz Treszczotko	2020	arxiv 2004.08870
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision	Yueyang Cang, Yu hang liu, Li Shi	2024	arxiv 2411.06727
Dr. Splat: Directly Referring 3D Gaussian Splatting via Direct Language Embedding Registration	Kim Jun-Seong, GeonU Kim, Kim Yu-Ji	2025	arxiv 2502.16652
Constrained Robotic Navigation on Preferred Terrains Using LLMs and Speech Instruction: Exploiting the Power of Adverbs	Faraz Lotfi, Farnoosh Faraji, Nikhil Kakodkar	2024	arxiv 2404.02294
ParisLuco3D: A high-quality target dataset for domain generalization of LiDAR perception	Jules Sanchez, Louis Soum-Fontez, Jean-Emmanuel Deschaud	2023	arxiv 2310.16542
DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-Based Segmentation Networks	Francesco Barbato, Giulia Rizzoli, Pietro Zanuttigh	2022	arxiv 2211.04188
Single-Shot Global Localization via Graph-Theoretic Correspondence Matching	Shigemichi Matsuzaki, Kenji Koide, Shuji Oishi	2023	arxiv 2306.03641
Data-Link: High Fidelity Manufacturing Datasets for Model2Real Transfer under Industrial Settings	Sunny Katyara, Mohammad Mujtahid, Court Edmondson	2023	arxiv 2306.05766
Enhancing Navigation Benchmarking and Perception Data Generation for Row-based Crops in Simulation	Mauro Martini, Andrea Eirale, Brenno Tuberga	2023	arxiv 2306.15517
Pre-Training with Diffusion models for Dental Radiography segmentation	Jérémy Rousseau, Christian Alaka, Emma Covili	2023	arxiv 2307.14066
Neural LiDAR Fields for Novel View Synthesis	Shengyu Huang, Zan Gojcic, Zian Wang	2023	arxiv 2305.01643
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation	Javier Gamazo Tejero, Moritz Schmid, Pablo Márquez Neila	2025	arxiv 2501.06836
ExpandNets: Linear Over-parameterization to Train Compact Convolutional Networks	Shuxuan Guo, Jose M. Alvarez, Mathieu Salzmann	2018	arxiv 1811.10495
Demotivate adversarial defense in remote sensing	Adrien Chan-Hon-Tong, Gaston Lenczner, Aurelien Plyer	2021	arxiv 2105.13902
Enhancing Multi-Robot Perception via Learned Data Association	Nathaniel Glaser, Yen-Cheng Liu, Junjiao Tian	2021	arxiv 2107.00769

Search results