Learning Semantic Role Labeling from Compatible Label Sequences May 24, 2023 Domain Generalization Semantic Role Labeling
Code Code Available Feature-aligned N-BEATS with Sinkhorn divergence May 24, 2023 Domain Generalization Representation Learning
Code Code Available Adaptive Face Recognition Using Adversarial Information Network May 23, 2023 Domain Adaptation Domain Generalization
— Unverified Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction May 23, 2023 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation May 23, 2023 Domain Adaptation Domain Generalization
Code Code Available Rotation-Constrained Cross-View Feature Fusion for Multi-View Appearance-based Gaze Estimation May 22, 2023 Domain Generalization Gaze Estimation
Code Code Available Single Domain Dynamic Generalization for Iris Presentation Attack Detection May 22, 2023 Diversity Domain Generalization
— Unverified Domain Generalization Deep Graph Transformation May 19, 2023 Decoder Domain Generalization
— Unverified Learning to Generalize for Cross-domain QA May 14, 2023 Data Augmentation Domain Generalization
Code Code Available 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 Multi-Prompt with Depth Partitioned Cross-Modal Learning May 10, 2023 Domain Generalization Prompt Learning
Code Code Available Evaluating Embedding APIs for Information Retrieval May 10, 2023 Domain Generalization Information Retrieval
— Unverified Adaptive Domain Generalization for Digital Pathology Images May 9, 2023 Domain Generalization
— Unverified 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 Augmentation-based Domain Generalization for Semantic Segmentation Apr 24, 2023 Domain Adaptation Domain Generalization
— Unverified 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 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 Domain Generalization In Robust Invariant Representation Apr 7, 2023 Domain Generalization Object Recognition
Code Code Available Meta-causal Learning for Single Domain Generalization Apr 7, 2023 counterfactual Counterfactual Inference
— Unverified Supervised Contrastive Learning with Heterogeneous Similarity for Distribution Shifts Apr 7, 2023 Contrastive Learning Domain Generalization
— Unverified 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 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 CNNs with Multi-Level Attention for Domain Generalization Apr 2, 2023 Classification Domain Generalization
— Unverified Progressive Random Convolutions for Single Domain Generalization Apr 2, 2023 Diversity Domain Generalization
— Unverified Simple Domain Generalization Methods are Strong Baselines for Open Domain Generalization Mar 31, 2023 Data Augmentation Domain Generalization
Code Code Available Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning Mar 28, 2023 Domain Adaptation Domain Generalization
— Unverified SDTracker: Synthetic Data Based Multi-Object Tracking Mar 26, 2023 Domain Generalization Multi-Object Tracking
— Unverified Improving Generalization with Domain Convex Game Mar 23, 2023 Diversity Domain Generalization
Code Code Available Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization Mar 22, 2023 Domain Generalization Few-Shot Learning
Code Code Available Internal Structure Attention Network for Fingerprint Presentation Attack Detection from Optical Coherence Tomography Mar 20, 2023 Domain Generalization
— Unverified Finding Competence Regions in Domain Generalization Mar 17, 2023 Domain Generalization
Code Code Available Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less Mar 16, 2023 Continual Learning Domain Generalization
— Unverified Imbalanced Domain Generalization for Robust Single Cell Classification in Hematological Cytomorphology Mar 14, 2023 Domain Generalization
— Unverified Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues Mar 13, 2023 Domain Generalization
— Unverified Domain Generalization via Nuclear Norm Regularization Mar 13, 2023 Domain Generalization
Code Code Available Modality-Agnostic Debiasing for Single Domain Generalization Mar 13, 2023 Data Augmentation Domain Generalization
— Unverified Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models Mar 12, 2023 Domain Generalization Few-Shot Learning
— Unverified Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization Mar 10, 2023 Domain Generalization Self-Supervised Learning
— Unverified Can a Frozen Pretrained Language Model be used for Zero-shot Neural Retrieval on Entity-centric Questions? Mar 9, 2023 Domain Generalization Language Modeling
— Unverified Adaptive Texture Filtering for Single-Domain Generalized Segmentation Mar 6, 2023 Domain Generalization Semantic Segmentation
Code Code Available 