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0 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. When Masking Helps or Hurts Robustness in Compressed CLIP: A Pre-Deployment Diagnostic

    Sep 30, 2026Muhammad Zawish, Steven DavyVisual Token PruningMask2Former

    Technological University Dublin, Ireland

  2. MC-PanDA++: Simpler, Stronger, and More Robust Domain-Adaptive Panoptic Segmentation

    Sep 30, 2026Ivan Martinović, Josip Šarić, Yuki M. Asano +1Panoptic SegmentationDomain Adaptation

    Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, 10000 Zagreb, Croatia. · Faculty of Computer and Information Science, University of Ljubljana, Večna Pot 113, 1000 Ljubljana, Slovenia. · Fundamental AI Lab, University of Technology Nuremberg, Dr.-Luise-Herzberg-Straße, 90461 Nürnberg, Germany.

  3. LVMT: Video Mask Transformer for Long-term Video Segmentation

    Sep 28, 2026Narges Norouzi, Niccolò Cavagnero, Idil Esen Zulfikar +3Video Object SegmentationMask2Former

    Eindhoven University of Technology · RWTH Aachen University

  4. Topology-Aware Query Selection for Surgical Instrument Instance Segmentation

    Aug 12, 2026Ze Zhang, Yang ZhangMask2FormerMultiple Instance Learning

    Department of Biomedical Engineering, ShanghaiTech University, Shanghai, China · Wuhan United Imaging Surgical Co., Ltd., Wuhan, China

  5. iFAN: Inference-Aware Learning for Plain Mask Transformers

    Aug 4, 2026Fang Li, Yu He, Haoyang Tong +7Mask2FormerSemantic Segmentation

    University of Chinese Academy of Sciences · Xi’an Jiaotong University · Beijing Institute of Technology

  6. Mask-Based Priors Are More Persistent than Query-Key Initializations

    Aug 1, 2026Mingze Ma, Hemanth Saratchandran, Cameron Gordon +1Transformer ArchitecturesMask2Former

    Australian Institute for Machine Learning · Adelaide University

  7. X-LogSMask: Expand Transformer for Graph-Structured Data

    Jul 2, 2026Leyan Li, Rennong Yang, Zhenxing Zhang +1Transformer AttentionMask2Former

  8. LUMA: Benchmarking Segmentation via a Lightweight Universal Mask Adapter

    Jul 1, 2026Tobias Christian Nauen, Anosh Billimoria, Federico Raue +3Mask2FormerSelf-Supervised Vision Transformers

    RPTU University Kaiserslautern-Landau, Kaiserslautern, Germany · German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany

  9. ForensicsTok: Forensics-Guided Tokenized Modeling for Image Tampering Localization

    Jun 23, 2026Lei Xu, Haowei Wang, Shen Chen +3Mask2FormerDigital Forensics

    1Shenzhen University · 2Tencent Youtu Lab

  10. Technical Report for ICRA 2026 GOOSE 2D Fine-Grained Semantic Segmentation Challenge: Exploring Query-Based Segmentation and Increased Spatial Context for Outdoor Scene Understanding

    Jun 19, 2026David Pascual-Hernández, Roberto Calvo-Palomino, Inmaculada Mora-Jiménez +1Semantic SegmentationMask2Former

    1Authors are with Department of Signal Theory and Communications, Telematics and Computing Systems, Rey Juan Carlos University, Fuenlabrada, 28943, Spain.

  11. Self-Supervised Mask-Aware Transformers for Fault-Tolerant FBG Force Sensing in Minimally Invasive Surgical Robotics

    Jun 17, 2026Peibo Sun, Shiyuan Dong, Shucheng Ye +5Surgical RobotsRobot Failures

    Shanghai Jiao Tong University, Shanghai, China · Shenzhen International Graduate School, Tsinghua University, Shenzhen, China

  12. Technical Report for ICRA 2026 GOOSE 2D Fine-Grained Semantic Segmentation Challenge: Leveraging DINOv3 for Robust Outdoor Scene Understanding in Field Robotics

    Jun 17, 2026Jaeil Park, Hyobin Choi, Sangjin Lee +2Semantic SegmentationDinov3

    Multimodal Intelligence and Perception Laboratory (MIP), Department of Electrical Engineering and Computer Science, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, Republic of Korea. · Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology (MIT), Cambridge, MA, USA.

  13. GOOSE-M2F: Adapting Mask2Former for High-Fidelity, Long-Tailed Fine-Grained Semantic Segmentation in Unstructured Outdoor Terrain

    Jun 14, 2026Jyothiraditya Lingam, Nikhileswara Rao Sulake, Sai Manikanta Eswar MacharaMask2FormerSemantic Segmentation

    Department of Computer Science and Engineering Rajiv Gandhi University of Knowledge Technologies, Nuzvid, India

  14. Visual Quality Score Assessment of Large White Goods in Remanufacture with Multi-View Deformable-DETR

    Jun 12, 2026Paul Koch, Vivek ChavanDefect DetectionInspection

    Fraunhofer-Institut für Produktionsanlagen und Konstruktionstechnik (IPK), Pascalstraße 8-9, 10587 Berlin, Germany

  15. Hasse Diagrams for Attention: A Partial Order Framework for Designing Transformer Masks

    Jun 8, 2026Chentao Li, Han GuoTransformer AttentionMask2Former

    School of Mathematics and Statistics Northeast Petroleum University Daqing, Heilongjiang 163318, China

  16. MRT: Masked Region Transformer for Layered Image Generation and Editing at Scale

    May 26, 2026Zhicong Tang, Zhao Zhang, Jingye Chen +6Multi-Reference Image GenerationMask2Former

    Canva Research

  17. Attribution-Guided Masking for Robust Cross-Domain Sentiment Classification

    May 4, 2026Shubham Harkare, Arvind Yogesh Suresh Babu, Yash KulkarniMask2FormerAttention-Guided Training

    University of Michigan

  18. Sharpening Lightweight Models for Generalized Polyp Segmentation: A Boundary Guided Distillation from Foundation Models

    Apr 20, 2026Shivanshu Agnihotri, Snehashis Majhi, Deepak Ranjan NayakPolyp SegmentationRecent Vision Foundation Models

    Dept. of Computer Science and Engineering Malaviya National Institute of Technology Jaipur, India

  19. PlankFormer: Robust Plankton Instance Segmentation via MAE-Pretrained Vision Transformers and Pseudo Community Image Generation

    Apr 20, 2026Masaharu Miyazaki, Yurie Otake, Koichi Ito +3Plankton ClassifierMask2Former

    Graduate School of Information Sciences, Tohoku University 6-6-05, Aramaki Aza Aoba, Sendai, 9808579, Japan. · The Center for Ecological Research, Kyoto University, 2–509–3, Hirano, Otsu-shi, Shiga-ken, 5202113, Japan. · Graduate School of Life Sciences, Tohoku University, 6–3, Aramaki Aza Aoba, Aoba-ku, Sendai-shi, 9808578, Japan.