DG-EBF (2nd Edition) CVPR 2026 Workshop
Accepted Papers DG-EBF • CVPR 2026

ACCEPTED PAPERS

The list of accepted papers will be updated soon.

Oral

Selected papers presented as oral talks.

The list of accepted papers will be updated soon.

Archival

Accepted papers included in the workshop proceedings.

  1. Continuous Temporal Domain Generalization via Uncertainty-aware Dynamic Decomposition
    Jingjing Li (University of Alberta); Jingjun Yi (Wuhan University); Huimin Huang (Tencent); Hao Zheng (Tencent); Wei Ji (Yale University); Haolan Zhan (University of Melbourne); Yawen Huang (Tencent); Yuexiang Li (City University of Macau); Yefeng Zheng (Westlake University)
  2. Magnitude-Aware Phase Jittering for Domain-Generalized Semantic Segmentation
    Ryota Kanie (Meijo University); Kazuhiro Hotta (Meijo University)
  3. HybridRDG: Zero-Shot ASD Biomarker Detection from Multi-Paradigm EEG via Hybrid Deep-Riemannian Domain Generalization
    Ayesha Anzer (University of Regina); Abdul Bais (University of Regina)
  4. Teresa: Uncertainty-Aware Generalizable Chest X-ray Report Generation and Disease Classification
    Sana Ullah (BUITEMS); Muhammad Ikhalas (BUITEMS); Syed Bilal Ahsan (NUCES Karachi, Pakistan); Muhammad Muzamil Khan (Zhob Advance Tech Solutions, Pakistan); Muhammad Zaigham Zaheer (MBZUAI, Abu Dhabi); Karthik Nandakumar (MBZUAI, Abu Dhabi)
  5. Domain-Agnostic Feature Modulation for Semi-Supervised Domain Generalization
    Venuri Amarasinghe (University of Moratuwa); Kalinga Bandara (University of Moratuwa); Isun Randila (University of Moratuwa); Asini Jayakody (University of Moratuwa); Chamuditha Galappaththige (QUT); Ranga Rodrigo (University of Moratuwa)
  6. Replay-Free Continual Low-Rank Adaptation with Dynamic Memory
    Huancheng Chen (UT Austin); Jingtao Li (Sony AI); Weiming Zhuang (Sony AI); Chen Chen (Sony AI); Lingjuan Lyu (Sony AI)
  7. HQF-Net: A Hybrid Quantum-Classical Multi-Scale Fusion Network for Remote Sensing Image Segmentation
    Md Aminur Hossain (SIPA, Space Applications Centre, ISRO Ahmedabad); Ayush V. Patel (Pandit Deendayal Energy University); Siddhant Gole (CMInDS, IIT Bombay); Sanjay K. Singh (SIPA, Space Applications Centre, ISRO Ahmedabad); Biplab Banerjee (CSRE, IIT Bombay)
  8. Coarse Experts Generalize, Fine Experts Memorize: Spectral Decomposition of Adapters for Parameter-Efficient Domain Generalization
    Mahmoud Soliman (UBC); Mohamed S. Shehata (UBC)
  9. BiCLIP: Domain Canonicalization via Structured Geometric Transformation
    Pranav Mantini (University of Houston); Shishir Shah (The University of Oklahoma)
  10. CrossFlowDG: Bridging the Modality Gap with Cross-modal Flow Matching for Domain Generalization
    Antonios Kritikos (National Technical University of Athens); Nikolaos Spanos (National Technical University of Athens); Athanasios Voulodimos (National Technical University of Athens)

Non-Archival

Accepted papers presented at the workshop without inclusion in the proceedings.

  1. Iterative Realignment Distillation 4-page
    Asifa Nazir (Kyung Hee University); Seungkyu Lee (Kyung Hee University)
  2. Foundation Model Priors Enhance Object Focus in Feature Space for Source-Free Object Detection
    V C Sairam Rebbapragada (IIT Hyderabad); Rishabh Lalla (MBZUAI); Aveen Dayal (IIT Hyderabad); Tejal Kulkarni (UC San Diego); Anuj Lalla (IIT Jodhpur); Vineeth N Balasubramanian (IIT Hyderabad); Muhammad Haris Khan (MBZUAI)
  3. CCF: Complementary Collaborative Fusion for Domain Generalized Multi-Modal 3D Object Detection
    Yuchen Wu (Singapore University of Technology and Design); Kun Wang (Singapore University of Technology and Design); Yining Pan (Singapore University of Technology and Design); Na Zhao (Singapore University of Technology and Design)
  4. MARCO: Navigating the Unseen Space of Semantic Correspondence
    Claudia Cuttano (Politecnico di Torino); Gabriele Trivigno (Polytechnic of Turin); Carlo Masone (Politecnico di Torino); Stefan Roth (TU Darmstadt)
  5. INSID3: Training-Free In-Context Segmentation with DINOv3
    Claudia Cuttano (Politecnico di Torino); Gabriele Trivigno (Polytechnic of Turin); Christoph Reich (TU Munich); Daniel Cremers (TU Munich); Carlo Masone (Politecnico di Torino); Stefan Roth (TU Darmstadt)
  6. Source Models Leak What They Shouldn’t: Unlearning Zero-Shot Transfer in Domain Adaptation Through Adversarial Optimization
    Poornima Jain (IIT Hyderabad); Arnav Devalapally (University of Michigan); Kartik Srinivas (Carnegie Mellon University); Vineeth N Balasubramanian (IIT Hyderabad)
  7. CLIPoint3D: Language-Grounded Few-Shot Unsupervised 3D Point Cloud Domain Adaptation
    Mainak Singha (University of Trento); Sarthak Mehrotra (MDSR Labs Adobe); Paolo Casari (University of Trento); Subhasis Chaudhuri (IIT Bombay); Elisa Ricci (University of Trento); Biplab Banerjee (IIT Bombay)