Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion May 1, 2022 Domain Generalization SQL Parsing
— Unverified Attention Consistency on Visual Corruptions for Single-Source Domain Generalization Apr 27, 2022 Domain Generalization Single-Source Domain Generalization
Code Code Available Understanding The Robustness in Vision Transformers Apr 26, 2022 Domain Generalization Image Classification
Code Code Available Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires Apr 21, 2022 Depression Detection Domain Generalization
Code Code Available Benchmarking Domain Generalization on EEG-based Emotion Recognition Apr 18, 2022 Benchmarking Domain Adaptation
— Unverified NICO++: Towards Better Benchmarking for Domain Generalization Apr 17, 2022 Benchmarking Domain Generalization
Code Code Available Prototype-based Domain Generalization Framework for Subject-Independent Brain-Computer Interfaces Apr 15, 2022 Brain Computer Interface Domain Generalization
— Unverified MetaSets: Meta-Learning on Point Sets for Generalizable Representations Apr 15, 2022 Domain Generalization Meta-Learning
— Unverified Activation Regression for Continuous Domain Generalization with Applications to Crop Classification Apr 14, 2022 Crop Classification Domain Adaptation
Code Code Available Multilingual Event Linking to Wikidata Apr 13, 2022 Domain Generalization
Code Code Available Few-Shot Object Detection in Unseen Domains Apr 11, 2022 Domain Adaptation Domain Generalization
— Unverified The Two Dimensions of Worst-case Training and the Integrated Effect for Out-of-domain Generalization Apr 9, 2022 BIG-bench Machine Learning Domain Generalization
Code Code Available A Survey of Supernet Optimization and its Applications: Spatial and Temporal Optimization for Neural Architecture Search Apr 8, 2022 Domain Generalization Image Classification
— Unverified Pin the Memory: Learning to Generalize Semantic Segmentation Apr 7, 2022 Domain Generalization Meta-Learning
Code Code Available Mitosis domain generalization in histopathology images -- The MIDOG challenge Apr 6, 2022 Domain Generalization Mitosis Detection
— Unverified Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation Apr 6, 2022 Domain Generalization Hallucination
Code Code Available Hospital-Agnostic Image Representation Learning in Digital Pathology Apr 5, 2022 Domain Generalization Representation Learning
— Unverified WildNet: Learning Domain Generalized Semantic Segmentation from the Wild Apr 4, 2022 Domain Generalization Semantic Segmentation
Code Code Available Adaptive Network Combination for Single-Image Reflection Removal: A Domain Generalization Perspective Apr 4, 2022 Domain Generalization Reflection Removal
Code Code Available Improving Vision Transformers by Revisiting High-frequency Components Apr 3, 2022 Domain Generalization Image Classification
Code Code Available Semantic-Aware Domain Generalized Segmentation Apr 2, 2022 Domain Generalization Segmentation
Code Code Available Rethinking Portrait Matting with Privacy Preserving Mar 31, 2022 Domain Generalization Image Matting
Code Code Available CADG: A Model Based on Cross Attention for Domain Generalization Mar 31, 2022 Domain Generalization
— Unverified Learning Instance-Specific Adaptation for Cross-Domain Segmentation Mar 30, 2022 Data Augmentation Domain Adaptation
— Unverified Style-Guided Domain Adaptation for Face Presentation Attack Detection Mar 28, 2022 Domain Adaptation Domain Generalization
— Unverified Towards Domain Generalization in Object Detection Mar 27, 2022 Domain Generalization Object
— Unverified PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch Recognition Mar 27, 2022 Domain Generalization Face Anti-Spoofing
Code Code Available Causality Inspired Representation Learning for Domain Generalization Mar 27, 2022 Domain Generalization Representation Learning
Code Code Available FAMLP: A Frequency-Aware MLP-Like Architecture For Domain Generalization Mar 24, 2022 Domain Generalization
— Unverified Compound Domain Generalization via Meta-Knowledge Encoding Mar 24, 2022 Domain Generalization Out-of-Distribution Generalization
— Unverified Domain-Generalized Textured Surface Anomaly Detection Mar 23, 2022 Anomaly Detection Domain Generalization
— Unverified Deep Frequency Filtering for Domain Generalization Mar 23, 2022 Domain Generalization Retrieval
— Unverified Time-domain Generalization of Kron Reduction Mar 22, 2022 Domain Generalization
— Unverified Improving Generalization in Federated Learning by Seeking Flat Minima Mar 22, 2022 Domain Generalization Federated Learning
Code Code Available Feature Distribution Matching for Federated Domain Generalization Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available A Broad Study of Pre-training for Domain Generalization and Adaptation Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available Domain Generalization by Mutual-Information Regularization with Pre-trained Models Mar 21, 2022 Domain Generalization
Code Code Available Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition Mar 21, 2022 Domain Generalization named-entity-recognition
Code Code Available DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine Mar 19, 2022 Domain Generalization Passage Retrieval
— Unverified On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond Mar 17, 2022 Domain Generalization
Code Code Available Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization Mar 15, 2022 Domain Generalization Style Transfer
Code Code Available Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness Mar 15, 2022 Adversarial Robustness Data Augmentation
— Unverified Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering Mar 14, 2022 Decoder Domain Generalization
— Unverified AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation Mar 13, 2022 3D Part Segmentation Domain Generalization
Code Code Available Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mar 10, 2022 Domain Generalization
Code Code Available Conditional Prompt Learning for Vision-Language Models Mar 10, 2022 Domain Generalization Prompt Engineering
Code Code Available Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing Mar 10, 2022 Contrastive Learning Domain Generalization
Code Code Available Domain Generalization using Pretrained Models without Fine-tuning Mar 9, 2022 Domain Generalization Ensemble Learning
— Unverified Student Becomes Decathlon Master in Retinal Vessel Segmentation via Dual-teacher Multi-target Domain Adaptation Mar 7, 2022 Domain Adaptation Domain Generalization
Code Code Available Federated and Generalized Person Re-identification through Domain and Feature Hallucinating Mar 5, 2022 Domain Generalization Person Re-Identification
— Unverified 