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Papers for “semantic segmentation”

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

TitleAuthorsYearSource
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense PredictionZhaoge Liu, Xiaohao Xu, Yunkang Cao2024arxiv 2401.08332
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation ModelClaudia Cuttano, Antonio Tavera, Fabio Cermelli2024arxiv 2402.13122
The Need for Speed: Pruning Transformers with One RecipeSamir Khaki, Konstantinos N. Plataniotis2024arxiv 2403.17921
Rethinking the Evaluation of Visible and Infrared Image FusionDayan Guan, Yixuan Wu, Tianzhu Liu2024arxiv 2410.06811
Search-based DNN Testing and Retraining with GAN-enhanced SimulationsMohammed Oualid Attaoui, Fabrizio Pastore, Lionel Briand2024arxiv 2406.13359
ChildlikeSHAPES: Semantic Hierarchical Region Parsing for Animating Figure DrawingsAstitva Srivastava, Harrison Jesse Smith, Thu Nguyen-Phuoc2025arxiv 2504.08022
Out-of-Distribution Detection & Applications With Ablated Learned Temperature EnergyWill LeVine, Benjamin Pikus, Jacob Phillips2024arxiv 2401.12129
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentationFrancesco Santini, Jakob Wasserthal, Abramo Agosti2023arxiv 2302.06352
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual LossJaeha Kim, Junghun Oh, Kyoung Mu Lee2024arxiv 2404.01692
GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene UnderstandingHao Li, Dingwen Zhang, Yalun Dai2023arxiv 2311.11863
A Complete System for Automated 3D Semantic-Geometric Mapping of Corrosion in Industrial EnvironmentsRui Pimentel de Figueiredo, Stefan Nordborg Eriksen, Ignacio Rodriguez2024arxiv 2404.13691
ALSO: Automotive Lidar Self-supervision by Occupancy estimationAlexandre Boulch, Corentin Sautier, Björn Michele2022arxiv 2212.05867
ISP DistillationEli Schwartz, Alex Bronstein, Raja Giryes2021arxiv 2101.10203
Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height AdaptationQi Feng, Hubert P. H. Shum, Shigeo Morishima2023arxiv 2308.13042
Dynamic Spectrum Mixer for Visual RecognitionZhiqiang Hu, Tao Yu2023arxiv 2309.06721
Target-aware Bi-Transformer for Few-shot SegmentationXianglin Wang, Xiaoliu Luo, Taiping Zhang2023arxiv 2309.09492
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view UnderstandingThanh-Dat Truong, Utsav Prabhu, Dongyi Wang2024arxiv 2406.01429
SemStereo: Semantic-Constrained Stereo Matching Network for Remote SensingChen Chen, Liangjin Zhao, Yuanchun He2024arxiv 2412.12685
AllWeatherNet:Unified Image Enhancement for Autonomous Driving under Adverse Weather and Lowlight-conditionsChenghao Qian, Mahdi Rezaei, Saeed Anwar2024arxiv 2409.02045
SeaFormer++: Squeeze-enhanced Axial Transformer for Mobile Visual RecognitionQiang Wan, Zilong Huang, Jiachen Lu2023arxiv 2301.13156