Collaborating Foundation Models for Domain Generalized Semantic Segmentation Dec 15, 2023 Domain Generalization Segmentation
Code Code Available 5 APTv2: Benchmarking Animal Pose Estimation and Tracking with a Large-scale Dataset and Beyond Dec 25, 2023 Animal Pose Estimation Benchmarking
Code Code Available 5 Selecting Data Augmentation for Simulating Interventions May 4, 2020 Data Augmentation Domain Generalization
Code Code Available 5 Domain-Adversarial Training of Neural Networks May 28, 2015 Domain Adaptation Domain Generalization
Code Code Available 5 HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation May 22, 2023 Domain Generalization Segmentation
Code Code Available 5 High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection Sep 20, 2022 Breast Cancer Detection Data Augmentation
Code Code Available 5 Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Sep 13, 2021 Decoder Domain Generalization
Code Code Available 5 Contrastive Syn-to-Real Generalization Apr 6, 2021 Diversity Domain Generalization
Code Code Available 5 Domain Decorrelation with Potential Energy Ranking Jul 25, 2022 Domain Generalization
Code Code Available 5 Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available 5 APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking Jun 12, 2022 Animal Pose Estimation Domain Generalization
Code Code Available 5 AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation Apr 25, 2023 Domain Generalization Test-time Adaptation
Code Code Available 5 A2XP: Towards Private Domain Generalization Nov 17, 2023 Domain Generalization Privacy Preserving
Code Code Available 5 Domain-General Crowd Counting in Unseen Scenarios Dec 5, 2022 Crowd Counting Disentanglement
Code Code Available 5 Domain Generalization by Learning and Removing Domain-specific Features Dec 14, 2022 Decoder Domain Generalization
Code Code Available 5 Domain Generalization by Mutual-Information Regularization with Pre-trained Models Mar 21, 2022 Domain Generalization
Code Code Available 5 Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques May 27, 2023 Domain Generalization Language Modeling
Code Code Available 5 Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization Sep 29, 2024 Domain Generalization Image to sketch recognition
Code Code Available 5 Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization Aug 18, 2023 Domain Generalization Meta-Learning
Code Code Available 5 Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning Nov 21, 2021 Contrastive Learning Diversity
Code Code Available 5 Cross Contrasting Feature Perturbation for Domain Generalization Jul 24, 2023 Domain Generalization
Code Code Available 5 Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization Sep 27, 2020 Classification Domain Generalization
Code Code Available 5 Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study Sep 5, 2022 Domain Adaptation Domain Generalization
Code Code Available 5 Cross-Domain Ensemble Distillation for Domain Generalization Nov 25, 2022 Domain Generalization image-classification
Code Code Available 5 Cross-Domain Feature Augmentation for Domain Generalization May 14, 2024 Data Augmentation Diversity
Code Code Available 5 Cross-Domain Few-Shot Classification via Adversarial Task Augmentation Apr 29, 2021 Classification Cross-Domain Few-Shot
Code Code Available 5 Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation Jan 23, 2020 Classification Cross-Domain Few-Shot
Code Code Available 5 Attention Diversification for Domain Generalization Oct 9, 2022 Domain Generalization
Code Code Available 5 Cross-domain Generalization for AMR Parsing Oct 22, 2022 Abstract Meaning Representation AMR Parsing
Code Code Available 5 Informative Dropout for Robust Representation Learning: A Shape-bias Perspective Aug 10, 2020 Domain Generalization Representation Learning
Code Code Available 5 Domain generalization of 3D semantic segmentation in autonomous driving Dec 7, 2022 3D Semantic Segmentation Autonomous Driving
Code Code Available 5 InstructFLIP: Exploring Unified Vision-Language Model for Face Anti-spoofing Jul 16, 2025 Domain Generalization Face Anti-Spoofing
Code Code Available 5 Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play Oct 21, 2022 Domain Generalization SQL-to-Text
Code Code Available 5 Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts Nov 6, 2024 Domain Generalization Out of Distribution (OOD) Detection
Code Code Available 5 AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dec 5, 2019 Domain Generalization image-classification
Code Code Available 5 Domain Generalization using Causal Matching Jun 12, 2020 Data Augmentation Domain Generalization
Code Code Available 5 A Broad Study of Pre-training for Domain Generalization and Adaptation Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available 5 Domain Generalization via Entropy Regularization Dec 1, 2020 Domain Generalization
Code Code Available 5 A Universal Representation Transformer Layer for Few-Shot Image Classification Jun 21, 2020 Classification Domain Generalization
Code Code Available 5 Invariant Risk Minimization Jul 5, 2019 Domain Generalization Image Classification
Code Code Available 5 Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation Jul 18, 2023 Domain Generalization Image Segmentation
Code Code Available 5 Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer Jul 25, 2022 Classification Domain Generalization
Code Code Available 5 CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features May 13, 2019 Domain Generalization Image Captioning
Code Code Available 5 Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing Mar 10, 2022 Contrastive Learning Domain Generalization
Code Code Available 5 AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation Mar 13, 2022 3D Part Segmentation Domain Generalization
Code Code Available 5 Domain Generalization via Rationale Invariance Aug 22, 2023 Decision Making Domain Generalization
Code Code Available 5 Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation Feb 2, 2021 Data Augmentation Domain Adaptation
Code Code Available 5 DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks Feb 28, 2023 Domain Generalization
Code Code Available 5 Deep Stable Learning for Out-Of-Distribution Generalization Apr 16, 2021 Domain Generalization Out-of-Distribution Generalization
Code Code Available 5 DEJA VU: Continual Model Generalization For Unseen Domains Jan 25, 2023 Data Augmentation Domain Adaptation
Code Code Available 5 