Research

Papers for “ade20k”

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

Title	Authors	Year	Source
Symbolic Graph Inference for Compound Scene Understanding	FNU Aryan, Simon Stepputtis, Sarthak Bhagat	2024	arxiv 2410.22626
Tilted Cross Entropy (TCE): Promoting Fairness in Semantic Segmentation	Attila Szabo, Hadi Jamali-Rad, Siva-Datta Mannava	2021	arxiv 2103.14051
An Efficient Semantic Segmentation Decoder for In-Car or Distributed Applications	Danish Nazir, Gowtham Sai Inti, Timo Bartels	2025	arxiv 2510.16747
Synthetic Convolutional Features for Improved Semantic Segmentation	Yang He, Bernt Schiele, Mario Fritz	2020	arxiv 2009.08849
Enhancing Transformer-Based Vision Models: Addressing Feature Map Anomalies Through Novel Optimization Strategies	Sumit Mamtani	2025	arxiv 2509.19687
Class Based Thresholding in Early Exit Semantic Segmentation Networks	Alperen Görmez, Erdem Koyuncu	2022	arxiv 2210.15621
Open Vocabulary Scene Parsing	Hang Zhao, Xavier Puig, Bolei Zhou	2017	arxiv 1703.08769
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input	David Harwath, Adrià Recasens, Dídac Surís	2018	arxiv 1804.01452
A Case Study on Concept Induction for Neuron-Level Interpretability in CNN	Moumita Sen Sarma, Samatha Ereshi Akkamahadevi, Pascal Hitzler	2026	arxiv 2603.00197
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows	Xiaoyi Dong, Jianmin Bao, Dongdong Chen	2021	arxiv 2107.00652
CanViT: Toward Active-Vision Foundation Models	Yohaï-Eliel Berreby, Sabrina Du, Audrey Durand	2026	arxiv 2603.22570
PixCon: Clean-Positive Contrastive Learning for Foundation-Model Semi-Supervised Segmentation	Ebenezer Tarubinga	2026	arxiv 2607.03068
Sparse Spatial Attention Network for Semantic Segmentation	Mengyu Liu, Hujun Yin	2021	arxiv 2109.01915
Attention to Refine through Multi-Scales for Semantic Segmentation	Shiqi Yang, Gang Peng	2018	arxiv 1807.02917
Transformer Scale Gate for Semantic Segmentation	Hengcan Shi, Munawar Hayat, Jianfei Cai	2022	arxiv 2205.07056
Cluster and Predict Latent Patches for Improved Masked Image Modeling	Timothée Darcet, Federico Baldassarre, Maxime Oquab	2025	arxiv 2502.08769
Activation-Free Backbones for Image Recognition: Polynomial Alternatives within MetaFormer-Style Vision Models	Jeffrey Wang, Jonathan Gregory, Grigorios G. Chrysos	2026	arxiv 2605.20839
A Simple Framework for Open-Vocabulary Segmentation and Detection	Hao Zhang, Feng Li, Xueyan Zou	2023	arxiv 2303.08131
Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios	Jiashi Li, Xin Xia, Wei Li	2022	arxiv 2207.05501
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP	Qihang Yu, Ju He, Xueqing Deng	2023	arxiv 2308.02487

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