Research

Papers for “ade20k”

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

Title	Authors	Year	Source
Visual In-Context Prompting	Feng Li, Qing Jiang, Hao Zhang	2023	arxiv 2311.13601
Fast-iTPN: Integrally Pre-Trained Transformer Pyramid Network with Token Migration	Yunjie Tian, Lingxi Xie, Jihao Qiu	2022	arxiv 2211.12735
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation	Xiong Zhang, Hongmin Xu, Hong Mo	2020	arxiv 2003.11883
CTNet: Context-based Tandem Network for Semantic Segmentation	Zechao Li, Yanpeng Sun, Jinhui Tang	2021	arxiv 2104.09805
CAT: Cross Attention in Vision Transformer	Hezheng Lin, Xing Cheng, Xiangyu Wu	2021	arxiv 2106.05786
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation	Hugo Porta, Emanuele Dalsasso, Diego Marcos	2024	arxiv 2409.09497
MogaNet: Multi-order Gated Aggregation Network	Siyuan Li, Zedong Wang, Zicheng Liu	2022	arxiv 2211.03295
LookWhere? Efficient Visual Recognition by Learning Where to Look and What to See from Self-Supervision	Anthony Fuller, Yousef Yassin, Junfeng Wen	2025	arxiv 2505.18051
DPF: Learning Dense Prediction Fields with Weak Supervision	Xiaoxue Chen, Yuhang Zheng, Yupeng Zheng	2023	arxiv 2303.16890
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers	Xiaoyi Dong, Jianmin Bao, Ting Zhang	2021	arxiv 2111.12710
AttentionViG: Cross-Attention-Based Dynamic Neighbor Aggregation in Vision GNNs	Hakan Emre Gedik, Andrew Martin, Mustafa Munir	2025	arxiv 2509.25570
IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental Segmentation	Xiao Yu, Yan Fang, Yao Zhao	2025	arxiv 2502.04870
Vision-Language Integration for Zero-Shot Scene Understanding in Real-World Environments	Manjunath Prasad Holenarasipura Rajiv, B. M. Vidyavathi	2025	arxiv 2510.25070
Classifier Enhancement Using Extended Context and Domain Experts for Semantic Segmentation	Huadong Tang, Youpeng Zhao, Min Xu	2025	arxiv 2510.25174
Training a Student Expert via Semi-Supervised Foundation Model Distillation	Pardis Taghavi, Tian Liu, Renjie Li	2026	arxiv 2604.03841
Breaking the Resource Wall: Geometry-Guided Sequence Modeling for Efficient Semantic Segmentation	Sheng-Wei Chan, Hsin-Jui Pan, Chun-Po Shen	2026	arxiv 2604.23399
A novel Framework for Open-Vocabulary Multi-Object Recognition using CLIP	Wei Yu Chen, Ying Dai	2026	arxiv 2603.05962
ExPLoRe: Expert Patch-Level Loss Routing for Multi-Objective Masked Image Modeling	Konstantinos Georgiou, Maofeng Tang, Hairong Qi	2026	arxiv 2606.31201
Unifying Contrastive and Generative Objectives for Visual Understanding and Text-to-Image Generation	Chao Li, Tianhong Li, Sai Vidyaranya Nuthalapati	2026	arxiv 2603.02667
RATS! Patches Talk Through Registers: Emergent Parts in Register Attention Transformers	Timing Yang, Predrag Neskovic, Jansen Seheult	2026	arxiv 2606.14701

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