Consistency Regularization for Domain Generalization with Logit Attribution Matching May 13, 2023 Data Augmentation Domain Generalization
Code Code Available Masked Audio Text Encoders are Effective Multi-Modal Rescorers May 11, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evaluating Embedding APIs for Information Retrieval May 10, 2023 Domain Generalization Information Retrieval
— Unverified Multi-Prompt with Depth Partitioned Cross-Modal Learning May 10, 2023 Domain Generalization Prompt Learning
Code Code Available Adaptive Domain Generalization for Digital Pathology Images May 9, 2023 Domain Generalization
— Unverified PGrad: Learning Principal Gradients For Domain Generalization May 2, 2023 Domain Generalization
Code Code Available Single-model uncertainty quantification in neural network potentials does not consistently outperform model ensembles May 2, 2023 Active Learning Domain Generalization
Code Code Available SIMPLE: Specialized Model-Sample Matching for Domain Generalization May 1, 2023 Domain Generalization model
Code Code Available TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation Apr 30, 2023 Domain Generalization In-Context Learning
Code Code Available Moderately Distributional Exploration for Domain Generalization Apr 27, 2023 Domain Generalization
Code Code Available EasyPortrait -- Face Parsing and Portrait Segmentation Dataset Apr 26, 2023 Diversity Domain Generalization
Code Code Available Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Apr 26, 2023 Domain Adaptation Domain Generalization
Code Code Available AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation Apr 25, 2023 Domain Generalization Test-time Adaptation
Code Code Available Augmentation-based Domain Generalization for Semantic Segmentation Apr 24, 2023 Domain Adaptation Domain Generalization
— Unverified Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation Apr 23, 2023 Decoder Domain Generalization
Code Code Available RPLKG: Robust Prompt Learning with Knowledge Graph Apr 21, 2023 Domain Generalization Few-Shot Learning
— Unverified Domain Generalization for Mammographic Image Analysis with Contrastive Learning Apr 20, 2023 breast density classification Contrastive Learning
— Unverified Dual Stage Stylization Modulation for Domain Generalized Semantic Segmentation Apr 18, 2023 Diversity Domain Generalization
— Unverified Decoding Neural Activity to Assess Individual Latent State in Ecologically Valid Contexts Apr 18, 2023 Brain Computer Interface Domain Generalization
— Unverified Chain of Thought Prompt Tuning in Vision Language Models Apr 16, 2023 Domain Generalization image-classification
— Unverified DINOv2: Learning Robust Visual Features without Supervision Apr 14, 2023 Depth Estimation Domain Generalization
Code Code Available Frequency Decomposition to Tap the Potential of Single Domain for Generalization Apr 14, 2023 Domain Generalization Single-Source Domain Generalization
— Unverified Out-of-distribution Few-shot Learning For Edge Devices without Model Fine-tuning Apr 13, 2023 Domain Generalization Few-Shot Learning
— Unverified Semantic-Aware Mixup for Domain Generalization Apr 12, 2023 Domain Generalization image-classification
Code Code Available Instance-Aware Domain Generalization for Face Anti-Spoofing Apr 12, 2023 Domain Generalization Face Anti-Spoofing
Code Code Available 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 Improved Test-Time Adaptation for Domain Generalization Apr 10, 2023 Domain Generalization Image to sketch recognition
Code Code Available Supervised Contrastive Learning with Heterogeneous Similarity for Distribution Shifts Apr 7, 2023 Contrastive Learning Domain Generalization
— Unverified Meta-causal Learning for Single Domain Generalization Apr 7, 2023 counterfactual Counterfactual Inference
— Unverified Domain Generalization In Robust Invariant Representation Apr 7, 2023 Domain Generalization Object Recognition
Code Code Available Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation Apr 6, 2023 3D Semantic Segmentation Autonomous Driving
Code Code Available Multi-view Adversarial Discriminator: Mine the Non-causal Factors for Object Detection in Unseen Domains Apr 6, 2023 Diversity Domain Generalization
Code Code Available Domain Generalization with Adversarial Intensity Attack for Medical Image Segmentation Apr 5, 2023 Diversity Domain Generalization
— Unverified Randomized Adversarial Style Perturbations for Domain Generalization Apr 4, 2023 Domain Generalization
— Unverified EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition Apr 4, 2023 Domain Generalization General Knowledge
Code Code Available ERM++: An Improved Baseline for Domain Generalization Apr 4, 2023 Domain Generalization
Code Code Available VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution Apr 4, 2023 Disentanglement Domain Generalization
Code Code Available Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge Distillation Apr 3, 2023 Domain Generalization Knowledge Distillation
Code Code Available A principled approach to model validation in domain generalization Apr 2, 2023 Classification Domain Generalization
Code Code Available Progressive Random Convolutions for Single Domain Generalization Apr 2, 2023 Diversity Domain Generalization
— Unverified CNNs with Multi-Level Attention for Domain Generalization Apr 2, 2023 Classification Domain Generalization
— Unverified Simple Domain Generalization Methods are Strong Baselines for Open Domain Generalization Mar 31, 2023 Data Augmentation Domain Generalization
Code Code Available Your Diffusion Model is Secretly a Zero-Shot Classifier Mar 28, 2023 Domain Generalization Fine-Grained Image Classification
Code Code Available Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning Mar 28, 2023 Domain Adaptation Domain Generalization
— Unverified TFS-ViT: Token-Level Feature Stylization for Domain Generalization Mar 28, 2023 Domain Generalization
Code Code Available SDTracker: Synthetic Data Based Multi-Object Tracking Mar 26, 2023 Domain Generalization Multi-Object Tracking
— Unverified VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting Mar 26, 2023 Data Augmentation Diversity
Code Code Available Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignment Mar 23, 2023 Domain Generalization Face Anti-Spoofing
Code Code Available Improving Generalization with Domain Convex Game Mar 23, 2023 Diversity Domain Generalization
Code Code Available MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization Mar 22, 2023 Anatomy Disentanglement
Code Code Available 