Mind the Gap: Federated Learning Broadens Domain Generalization in Diagnostic AI Models Oct 1, 2023 Diagnostic Diversity
Code Code Available Enhancing Representation Generalization in Authorship Identification Sep 30, 2023 Domain Generalization
— Unverified Discovering environments with XRM Sep 28, 2023 Domain Generalization Out-of-Distribution Generalization
Code Code Available Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning Sep 28, 2023 Domain Generalization Federated Learning
Code Code Available Diverse Target and Contribution Scheduling for Domain Generalization Sep 28, 2023 Domain Generalization Scheduling
— Unverified Rethinking Domain Generalization: Discriminability and Generalizability Sep 28, 2023 Domain Generalization
Code Code Available Domain generalization across tumor types, laboratories, and species -- insights from the 2022 edition of the Mitosis Domain Generalization Challenge Sep 27, 2023 Domain Generalization
— Unverified CauDR: A Causality-inspired Domain Generalization Framework for Fundus-based Diabetic Retinopathy Grading Sep 27, 2023 Diabetic Retinopathy Grading Domain Generalization
— Unverified Robust Internal Representations for Domain Generalization Sep 27, 2023 Continual Learning Domain Adaptation
— Unverified Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation Sep 25, 2023 Contrastive Learning Domain Generalization
Code Code Available Semi-Supervised Domain Generalization for Object Detection via Language-Guided Feature Alignment Sep 24, 2023 Descriptive Domain Adaptation
Code Code Available Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head Sep 23, 2023 Domain Generalization
Code Code Available COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs Sep 23, 2023 counterfactual Data Augmentation
— Unverified 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 Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments Sep 22, 2023 Causal Inference counterfactual
— Unverified 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 Generalizing Across Domains in Diabetic Retinopathy via Variational Autoencoders Sep 20, 2023 Domain Generalization
Code Code Available Towards Effective Semantic OOD Detection in Unseen Domains: A Domain Generalization Perspective Sep 18, 2023 Domain Generalization
— Unverified DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification Sep 18, 2023 Domain Generalization Model Selection
Code Code Available Domain Generalization with Fourier Transform and Soft Thresholding Sep 18, 2023 Domain Generalization Image Augmentation
Code Code Available Multi-dimensional domain generalization with low-rank structures Sep 18, 2023 Domain Generalization
Code Code Available Context is Environment Sep 18, 2023 Domain Generalization In-Context Learning
— Unverified SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels Sep 15, 2023 Domain Generalization Few-Shot Learning
Code Code Available Towards Reliable Domain Generalization: A New Dataset and Evaluations Sep 12, 2023 Domain Generalization
— Unverified Exploring Flat Minima for Domain Generalization with Large Learning Rates Sep 12, 2023 Diversity Domain Generalization
Code Code Available ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation Sep 11, 2023 Autonomous Driving Domain Generalization
Code Code Available OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data Sep 11, 2023 Contrastive Learning Domain Generalization
Code Code Available INSURE: An Information Theory Inspired Disentanglement and Purification Model for Domain Generalization Sep 8, 2023 Disentanglement Domain Generalization
— Unverified All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm Sep 7, 2023 All Domain Generalization
Code Code Available S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing with Statistical Tokens Sep 7, 2023 Domain Generalization Face Anti-Spoofing
— Unverified SememeASR: Boosting Performance of End-to-End Speech Recognition against Domain and Long-Tailed Data Shift with Sememe Semantic Knowledge Sep 4, 2023 Domain Generalization speech-recognition
— Unverified Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering Sep 3, 2023 Data Augmentation Domain Adaptation
Code Code Available LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models Sep 3, 2023 Domain Generalization Few-Shot Learning
— Unverified Domain Generalization via Balancing Training Difficulty and Model Capability Sep 2, 2023 Data Augmentation Domain Generalization
— Unverified Domain Generalization without Excess Empirical Risk Aug 30, 2023 Domain Generalization
— Unverified iBARLE: imBalance-Aware Room Layout Estimation Aug 29, 2023 Avg Domain Generalization
— Unverified Read-only Prompt Optimization for Vision-Language Few-shot Learning Aug 29, 2023 Domain Generalization Few-Shot Learning
Code Code Available Pruning Self-Attention for Zero-Shot Multi-Speaker Text-to-Speech Aug 28, 2023 Domain Generalization text-to-speech
— Unverified LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration Aug 28, 2023 Domain Generalization
Code Code Available Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics Aug 28, 2023 counterfactual Domain Adaptation
Code Code Available Multi-Scale and Multi-Layer Contrastive Learning for Domain Generalization Aug 28, 2023 Contrastive Learning Domain Generalization
Code Code Available Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-Supervised Contrastive Learning Aug 27, 2023 Contrastive Learning Domain Generalization
Code Code Available Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy Aug 27, 2023 Classification Domain Generalization
Code Code Available A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation Aug 25, 2023 Domain Generalization Segmentation
Code Code Available A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design Aug 22, 2023 Domain Generalization
Code Code Available Understanding Hessian Alignment for Domain Generalization Aug 22, 2023 Autonomous Vehicles Domain Generalization
Code Code Available Unsupervised Prototype Adapter for Vision-Language Models Aug 22, 2023 Domain Generalization
— Unverified GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning Aug 22, 2023 Domain Generalization Prompt Learning
Code Code Available Domain Generalization via Rationale Invariance Aug 22, 2023 Decision Making Domain Generalization
Code Code Available 