Improving Vision Transformers by Revisiting High-frequency Components Apr 3, 2022 Domain Generalization Image Classification
Code Code Available 5 Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation May 25, 2023 Data Augmentation Diversity
Code Code Available 5 ELFNet: Evidential Local-global Fusion for Stereo Matching Aug 1, 2023 Domain Generalization Stereo Matching
Code Code Available 5 Evaluation of Complexity Measures for Deep Learning Generalization in Medical Image Analysis Mar 4, 2021 Deep Learning Domain Generalization
Code Code Available 5 Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection Feb 18, 2025 Contrastive Learning Domain Generalization
Code Code Available 5 DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Dec 17, 2020 Domain Generalization Image Classification
Code Code Available 5 Energy-Based Test Sample Adaptation for Domain Generalization Feb 22, 2023 Domain Generalization Variational Inference
Code Code Available 5 Unlocking Emergent Modularity in Large Language Models Oct 17, 2023 Domain Generalization Transfer Learning
Code Code Available 5 Bag of Tricks for Image Classification with Convolutional Neural Networks Dec 4, 2018 Domain Generalization General Classification
Code Code Available 5 Enhancing Fake News Detection in Social Media via Label Propagation on Cross-modal Tweet Graph Jun 14, 2024 Domain Generalization Fake News Detection
Code Code Available 5 Improved Regularization of Convolutional Neural Networks with Cutout Aug 15, 2017 Data Augmentation Domain Generalization
Code Code Available 5 Adapting to Distribution Shift by Visual Domain Prompt Generation May 5, 2024 Domain Generalization Meta-Learning
Code Code Available 5 Environment Agnostic Representation for Visual Reinforcement Learning Jan 1, 2023 Deep Reinforcement Learning Domain Generalization
Code Code Available 5 Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization Oct 21, 2021 Domain Generalization Model Selection
Code Code Available 5 DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Aug 20, 2023 Domain Generalization
Code Code Available 5 Modeling Uncertain Feature Representation for Domain Generalization Jan 16, 2023 Domain Generalization image-classification
Code Code Available 5 ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness Nov 29, 2018 Domain Generalization Image Classification
Code Code Available 5 Deep Learning for Face Anti-Spoofing: A Survey Jun 28, 2021 Deep Learning Domain Generalization
Code Code Available 5 Deep Learning for Hate Speech Detection: A Comparative Study Feb 19, 2022 Computational Efficiency Deep Learning
Code Code Available 5 PCW-Net: Pyramid Combination and Warping Cost Volume for Stereo Matching Jun 23, 2020 Disparity Estimation Domain Generalization
Code Code Available 5 Improved Test-Time Adaptation for Domain Generalization Apr 10, 2023 Domain Generalization Image to sketch recognition
Code Code Available 5 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 NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization Sep 5, 2021 Domain Generalization Neural Architecture Search
Code Code Available 5 Distribution Shift Inversion for Out-of-Distribution Prediction Jun 14, 2023 Domain Generalization Prediction
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 APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking Jun 12, 2022 Animal Pose Estimation Domain Generalization
Code Code Available 5 DEJA VU: Continual Model Generalization For Unseen Domains Jan 25, 2023 Data Augmentation Domain Adaptation
Code Code Available 5 A2XP: Towards Private Domain Generalization Nov 17, 2023 Domain Generalization Privacy Preserving
Code Code Available 5 Adversarial Training for Free! Apr 29, 2019 Adversarial Attack Adversarial Defense
Code Code Available 5 DIVA: Domain Invariant Variational Autoencoders May 24, 2019 Domain Generalization Rotated MNIST
Code Code Available 5 Exploring Data Aggregation and Transformations to Generalize across Visual Domains Aug 20, 2021 Data Augmentation Domain Adaptation
Code Code Available 5 Improving Diversity with Adversarially Learned Transformations for Domain Generalization Jun 15, 2022 Diversity Domain Generalization
Code Code Available 5 Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification Oct 12, 2023 Domain Generalization image-classification
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 AdvST: Revisiting Data Augmentations for Single Domain Generalization Dec 20, 2023 Data Augmentation Domain Generalization
Code Code Available 5 Selecting Data Augmentation for Simulating Interventions May 4, 2020 Data Augmentation Domain Generalization
Code Code Available 5 Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available 5 Benchmarking Distribution Shift in Tabular Data with TableShift Dec 10, 2023 Benchmarking Binary Classification
Code Code Available 5 Disentangling Masked Autoencoders for Unsupervised Domain Generalization Jul 10, 2024 Domain Generalization
Code Code Available 5 Disentangled Feature Representation for Few-shot Image Classification Sep 26, 2021 Benchmarking Classification
Code Code Available 5 Feature Alignment and Uniformity for Test Time Adaptation Mar 20, 2023 Domain Generalization Image Segmentation
Code Code Available 5 DGMamba: Domain Generalization via Generalized State Space Model Apr 11, 2024 Domain Generalization Mamba
Code Code Available 5 On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond Mar 17, 2022 Domain Generalization
Code Code Available 5 Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models Nov 2, 2023 Data Augmentation Domain Generalization
Code Code Available 5 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 5 A Fourier-based Framework for Domain Generalization May 24, 2021 Data Augmentation Domain Generalization
Code Code Available 5 FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space Mar 10, 2021 Domain Generalization Federated Learning
Code Code Available 5 APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP Apr 12, 2023 Domain Generalization Prompt Learning
Code Code Available 5 CLIP the Gap: A Single Domain Generalization Approach for Object Detection Jan 13, 2023 Domain Generalization image-classification
Code Code Available 5 