SETA: Semantic-Aware Token Augmentation for Domain Generalization Mar 18, 2024 Data Augmentation Domain Generalization
Code Code Available Towards Generalizing to Unseen Domains with Few Labels Mar 18, 2024 Domain Generalization Pseudo Label
Code Code Available A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation Mar 17, 2024 3D Human Pose Estimation Domain Generalization
Code Code Available Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts Mar 13, 2024 Domain Generalization Few-Shot Image Classification
Code Code Available Optimizing Latent Graph Representations of Surgical Scenes for Zero-Shot Domain Transfer Mar 11, 2024 Anatomy Disentanglement
Code Code Available Rethinking Multi-domain Generalization with A General Learning Objective Feb 29, 2024 Domain Generalization
Code Code Available Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing Feb 29, 2024 Domain Generalization Face Anti-Spoofing
Code Code Available Do causal predictors generalize better to new domains? Feb 15, 2024 Causal Discovery Domain Generalization
Code Code Available G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection Feb 7, 2024 Domain Generalization Neural Architecture Search
Code Code Available Improving Pseudo-labelling and Enhancing Robustness for Semi-Supervised Domain Generalization Jan 25, 2024 Domain Generalization Semi-Supervised Domain Generalization
Code Code Available VLLaVO: Mitigating Visual Gap through LLMs Jan 6, 2024 Domain Adaptation Domain Generalization
Code Code Available Prompt-driven Latent Domain Generalization for Medical Image Classification Jan 5, 2024 Domain Generalization image-classification
Code Code Available Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation Jan 4, 2024 Domain Generalization Image Segmentation
Code Code Available Unknown Prompt the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization Jan 1, 2024 Domain Generalization Language Modelling
Code Code Available APTv2: Benchmarking Animal Pose Estimation and Tracking with a Large-scale Dataset and Beyond Dec 25, 2023 Animal Pose Estimation Benchmarking
Code Code Available AdvST: Revisiting Data Augmentations for Single Domain Generalization Dec 20, 2023 Data Augmentation Domain Generalization
Code Code Available Object-Aware Domain Generalization for Object Detection Dec 19, 2023 Autonomous Driving Contrastive Learning
Code Code Available Collaborating Foundation Models for Domain Generalized Semantic Segmentation Dec 15, 2023 Domain Generalization Segmentation
Code Code Available Revisiting Depth Completion from a Stereo Matching Perspective for Cross-domain Generalization Dec 14, 2023 Depth Completion Domain Generalization
Code Code Available Generalizable Sleep Staging via Multi-Level Domain Alignment Dec 13, 2023 Domain Generalization Sleep Staging
Code Code Available Compound Text-Guided Prompt Tuning via Image-Adaptive Cues Dec 11, 2023 Domain Generalization GPU
Code Code Available DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation Dec 11, 2023 Domain Adaptation Domain Generalization
Code Code Available Benchmarking Distribution Shift in Tabular Data with TableShift Dec 10, 2023 Benchmarking Binary Classification
Code Code Available Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer Learning Dec 4, 2023 Domain Generalization object-detection
Code Code Available Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation Dec 4, 2023 Diversity Domain Adaptation
Code Code Available Robust Domain Misinformation Detection via Multi-modal Feature Alignment Nov 24, 2023 Domain Adaptation Domain Generalization
Code Code Available Parameter Exchange for Robust Dynamic Domain Generalization Nov 23, 2023 Disentanglement Domain Generalization
Code Code Available A2XP: Towards Private Domain Generalization Nov 17, 2023 Domain Generalization Privacy Preserving
Code Code Available Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation Nov 16, 2023 Domain Generalization Medical Diagnosis
Code Code Available Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense Encoders Nov 16, 2023 Data Augmentation Domain Generalization
Code Code Available Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models Nov 2, 2023 Data Augmentation Domain Generalization
Code Code Available Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms Nov 2, 2023 Binary Classification Domain Generalization
Code Code Available From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation Oct 31, 2023 Decoder Denoising
Code Code Available SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization Oct 30, 2023 Contrastive Learning Diversity
Code Code Available Domain-Generalized Face Anti-Spoofing with Unknown Attacks Oct 18, 2023 Domain Generalization Face Anti-Spoofing
Code Code Available Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Oct 17, 2023 Domain Adaptation Domain Generalization
Code Code Available Unlocking Emergent Modularity in Large Language Models Oct 17, 2023 Domain Generalization Transfer Learning
Code Code Available Domain Generalization Using Large Pretrained Models with Mixture-of-Adapters Oct 17, 2023 Domain Generalization parameter-efficient fine-tuning
Code Code Available Towards Generalizable Multi-Camera 3D Object Detection via Perspective Debiasing Oct 17, 2023 3D Object Detection Domain Adaptation
Code Code Available Towards Unified and Effective Domain Generalization Oct 16, 2023 Domain Generalization Out-of-Distribution Generalization
Code Code Available Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification Oct 12, 2023 Domain Generalization image-classification
Code Code Available BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs Oct 5, 2023 Cross-Modal Retrieval Domain Generalization
Code Code Available Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning Sep 28, 2023 Domain Generalization Federated Learning
Code Code Available Discovering environments with XRM Sep 28, 2023 Domain Generalization Out-of-Distribution Generalization
Code Code Available FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving Sep 23, 2023 Autonomous Driving Domain Generalization
Code Code Available Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head Sep 23, 2023 Domain Generalization
Code Code Available A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance Sep 21, 2023 Domain Generalization Knowledge Distillation
Code Code Available Weight Averaging Improves Knowledge Distillation under Domain Shift Sep 20, 2023 Domain Generalization Knowledge Distillation
Code Code Available SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels Sep 15, 2023 Domain Generalization Few-Shot Learning
Code Code Available OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data Sep 11, 2023 Contrastive Learning Domain Generalization
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