Research

Papers for “ade20k”

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

Title	Authors	Year	Source
Vicinity Vision Transformer	Weixuan Sun, Zhen Qin, Hui Deng	2022	arxiv 2206.10552
Collaborative Vision-Text Representation Optimizing for Open-Vocabulary Segmentation	Siyu Jiao, Hongguang Zhu, Jiannan Huang	2024	arxiv 2408.00744
Benchmarking Pretrained Attention-based Models for Real-Time Recognition in Robot-Assisted Esophagectomy	Ronald L.P.D. de Jong, Yasmina al Khalil, Tim J.M. Jaspers	2024	arxiv 2412.03401
Halluci-Net: Scene Completion by Exploiting Object Co-occurrence Relationships	Kuldeep Kulkarni, Tejas Gokhale, Rajhans Singh	2020	arxiv 2004.08614
VOLO: Vision Outlooker for Visual Recognition	Li Yuan, Qibin Hou, Zihang Jiang	2021	arxiv 2106.13112
Bootstrapped Masked Autoencoders for Vision BERT Pretraining	Xiaoyi Dong, Jianmin Bao, Ting Zhang	2022	arxiv 2207.07116
SdAE: Self-distillated Masked Autoencoder	Yabo Chen, Yuchen Liu, Dongsheng Jiang	2022	arxiv 2208.00449
mc-BEiT: Multi-choice Discretization for Image BERT Pre-training	Xiaotong Li, Yixiao Ge, Kun Yi	2022	arxiv 2203.15371
Spatial Bias for Attention-free Non-local Neural Networks	Junhyung Go, Jongbin Ryu	2023	arxiv 2302.12505
Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention	Haotian Yan, Chuang Zhang, Ming Wu	2022	arxiv 2201.01615
IDRNet: Intervention-Driven Relation Network for Semantic Segmentation	Zhenchao Jin, Xiaowei Hu, Lingting Zhu	2023	arxiv 2310.10755
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation	Jiawei Fan, Chao Li, Xiaolong Liu	2023	arxiv 2312.04168
Unlocking the Full Potential of Small Data with Diverse Supervision	Ziqi Pang, Zhiyuan Hu, Pavel Tokmakov	2019	arxiv 1911.12911
UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface	Hao Tang, Chenwei Xie, Haiyang Wang	2025	arxiv 2503.01342
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP	Feng Liang, Bichen Wu, Xiaoliang Dai	2022	arxiv 2210.04150
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation	Numair Nadeem, Saeed Anwar, Muhammad Hamza Asad	2025	arxiv 2506.13925
Thicker and Quicker: A Jumbo Token for Fast Plain Vision Transformers	Anthony Fuller, Yousef Yassin, Daniel G. Kyrollos	2025	arxiv 2502.15021
UniRefiner: Teaching Pre-trained ViTs to Self-Dispose Dross via Contrastive Register	Congpei Qiu, Zhaoyu Hu, Wei Ke	2026	arxiv 2605.19622
Learning What to Predict: Downstream-Guided Task Design for Continued Pretraining	Shuqi Ke, Giulia Fanti	2026	arxiv 2601.22108
ELSA: Enhanced Local Self-Attention for Vision Transformer	Jingkai Zhou, Pichao Wang, Fan Wang	2021	arxiv 2112.12786

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