Discrepancy-Optimal Meta-Learning for Domain Generalization Sep 29, 2021 Bilevel Optimization Domain Generalization
— Unverified Loss Function Learning for Domain Generalization by Implicit Gradient Sep 29, 2021 Domain Generalization Meta-Learning
— Unverified Latent Feature Disentanglement For Visual Domain Generalization Sep 29, 2021 Data Augmentation Disentanglement
— Unverified Switch to Generalize: Domain-Switch Learning for Cross-Domain Few-Shot Classification Sep 29, 2021 Cross-Domain Few-Shot Domain Generalization
— Unverified DaSeGAN: Domain Adaptation for Segmentation Tasks via Generative Adversarial Networks Sep 29, 2021 Domain Adaptation Domain Generalization
— Unverified Towards Robust Domain Generalization in 2D Neural Audio Processing Sep 29, 2021 Acoustic Scene Classification Domain Generalization
— Unverified Directional Domain Generalization Sep 29, 2021 Domain Generalization Meta-Learning
— Unverified CrossMatch: Cross-Classifier Consistency Regularization for Open-Set Single Domain Generalization Sep 29, 2021 Data Augmentation Domain Generalization
— Unverified A Closer Look at Distribution Shifts and Out-of-Distribution Generalization on Graphs Sep 29, 2021 Domain Generalization Graph Classification
— Unverified A Rate-Distortion Approach to Domain Generalization Sep 29, 2021 Contrastive Learning Domain Generalization
— Unverified LASSO: Latent Sub-spaces Orientation for Domain Generalization Sep 29, 2021 Domain Generalization
— Unverified Cross Domain Ensemble Distillation for Domain Generalization Sep 29, 2021 Domain Generalization image-classification
— Unverified MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation Sep 29, 2021 Domain Generalization Few-Shot Learning
— Unverified WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation Sep 29, 2021 Diversity Domain Generalization
— Unverified Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets Sep 27, 2021 Domain Generalization
Code Code Available Disentangled Feature Representation for Few-shot Image Classification Sep 26, 2021 Benchmarking Classification
Code Code Available Domain Generalization for Vision-based Driving Trajectory Generation Sep 22, 2021 Autonomous Vehicles Decoder
Code Code Available CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation Domain Generalization
Code Code Available Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available On the Complementarity of Data Selection and Fine Tuning for Domain Adaptation Sep 15, 2021 Domain Adaptation Domain Generalization
— Unverified How to Select One Among All? An Extensive Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding Sep 13, 2021 Adversarial Robustness All
Code Code Available Shape-Biased Domain Generalization via Shock Graph Embeddings Sep 13, 2021 Domain Generalization Graph Neural Network
— Unverified HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation Sep 13, 2021 Data Augmentation Domain Generalization
Code Code Available Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Sep 13, 2021 Decoder Domain Generalization
Code Code Available Variational Disentanglement for Domain Generalization Sep 13, 2021 Disentanglement Domain Generalization
— Unverified Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption Sep 9, 2021 Domain Generalization
— Unverified Class-conditioned Domain Generalization via Wasserstein Distributional Robust Optimization Sep 8, 2021 Domain Generalization
— Unverified Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization Sep 7, 2021 Domain Generalization Out-of-Distribution Generalization
Code Code Available Improved RAMEN: Towards Domain Generalization for Visual Question Answering Sep 6, 2021 Domain Generalization Question Answering
Code Code Available NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization Sep 5, 2021 Domain Generalization Neural Architecture Search
Code Code Available Barycentric-alignment and reconstruction loss minimization for domain generalization Sep 4, 2021 Domain Generalization Representation Learning
Code Code Available Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification Sep 4, 2021 Classification Domain Generalization
Code Code Available MitoDet: Simple and robust mitosis detection Sep 2, 2021 Data Augmentation Domain Generalization
— Unverified Multi-source Domain Adaptation Using Gradient Reversal Layer for Mitotic Cell Detection Sep 2, 2021 Cell Detection Domain Adaptation
— Unverified Domain-Robust Mitotic Figure Detection with Style Transfer Sep 2, 2021 Domain Generalization Style Transfer
— Unverified Learning to Prompt for Vision-Language Models Sep 2, 2021 Domain Generalization Few-shot Age Estimation
Code Code Available Stain-Robust Mitotic Figure Detection for the Mitosis Domain Generalization Challenge Sep 2, 2021 Domain Generalization
— Unverified Rotation Invariance and Extensive Data Augmentation: a strategy for the Mitosis Domain Generalization (MIDOG) Challenge Sep 2, 2021 Data Augmentation Domain Generalization
— Unverified Towards Domain-Generalizable Paraphrase Identification by Avoiding the Shortcut Learning Sep 1, 2021 Domain Generalization Paraphrase Identification
— Unverified Towards Improving Adversarial Training of NLP Models Sep 1, 2021 Domain Generalization Sentence
Code Code Available Domain Adaptive Cascade R-CNN for MItosis DOmain Generalization (MIDOG) Challenge Sep 1, 2021 Data Augmentation Domain Generalization
— Unverified Self-balanced Learning For Domain Generalization Aug 31, 2021 Domain Generalization
— Unverified AP-10K: A Benchmark for Animal Pose Estimation in the Wild Aug 28, 2021 Animal Pose Estimation Diversity
Code Code Available Pulling Up by the Causal Bootstraps: Causal Data Augmentation for Pre-training Debiasing Aug 27, 2021 Benchmarking Data Augmentation
Code Code Available Learning to Diversify for Single Domain Generalization Aug 26, 2021 Domain Generalization Photo to Rest Generalization
Code Code Available Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation Aug 25, 2021 Domain Adaptation Domain Generalization
Code Code Available Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge Aug 25, 2021 Domain Generalization
— Unverified Discovering Spatial Relationships by Transformers for Domain Generalization Aug 23, 2021 Domain Generalization
— Unverified Discriminative Domain-Invariant Adversarial Network for Deep Domain Generalization Aug 20, 2021 Domain Generalization
— Unverified Exploring Data Aggregation and Transformations to Generalize across Visual Domains Aug 20, 2021 Data Augmentation Domain Adaptation
Code Code Available 