LiDAR-CS Dataset: LiDAR Point Cloud Dataset with Cross-Sensors for 3D Object Detection Jan 29, 2023 3D Object Detection Autonomous Driving
Code Code Available Learning Optimal Features via Partial Invariance Jan 28, 2023 Domain Generalization
Code Code Available DEJA VU: Continual Model Generalization For Unseen Domains Jan 25, 2023 Data Augmentation Domain Adaptation
Code Code Available Causality-based Dual-Contrastive Learning Framework for Domain Generalization Jan 22, 2023 Contrastive Learning Diversity
— Unverified ManyDG: Many-domain Generalization for Healthcare Applications Jan 21, 2023 Domain Generalization Seizure Detection
Code Code Available Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment Jan 19, 2023 Data Augmentation Domain Generalization
Code Code Available Exploiting Style Transfer-based Task Augmentation for Cross-Domain Few-Shot Learning Jan 19, 2023 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Jan 18, 2023 Domain Generalization Inductive Bias
Code Code Available Modeling Uncertain Feature Representation for Domain Generalization Jan 16, 2023 Domain Generalization image-classification
Code Code Available CLIP the Gap: A Single Domain Generalization Approach for Object Detection Jan 13, 2023 Domain Generalization image-classification
Code Code Available 1st Place Solution for ECCV 2022 OOD-CV Challenge Object Detection Track Jan 12, 2023 Domain Adaptation Domain Generalization
Code Code Available 1st Place Solution for ECCV 2022 OOD-CV Challenge Image Classification Track Jan 12, 2023 Data Augmentation Domain Adaptation
Code Code Available Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset Jan 11, 2023 Domain Generalization Tumor Segmentation
Code Code Available Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection Jan 5, 2023 Domain Generalization Ensemble Learning
— Unverified Multi-View Action Recognition Using Contrastive Learning Jan 3, 2023 Action Recognition Contrastive Learning
Code Code Available Fine-Grained Hard Negative Mining: Generalizing Mitosis Detection with a Fifth of the MIDOG 2022 Dataset Jan 3, 2023 Data Augmentation Domain Generalization
— Unverified Center-aware Adversarial Augmentation for Single Domain Generalization Jan 1, 2023 Data Augmentation Domain Generalization
— Unverified Towards Unsupervised Domain Generalization for Face Anti-Spoofing Jan 1, 2023 Domain Generalization Face Anti-Spoofing
— Unverified Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm Jan 1, 2023 Domain Generalization Few-Shot Learning
Code Code Available Environment Agnostic Representation for Visual Reinforcement Learning Jan 1, 2023 Deep Reinforcement Learning Domain Generalization
Code Code Available iDAG: Invariant DAG Searching for Domain Generalization Jan 1, 2023 Contrastive Learning Domain Generalization
Code Code Available DandelionNet: Domain Composition with Instance Adaptive Classification for Domain Generalization Jan 1, 2023 Domain Adaptation Domain Generalization
— Unverified Task-aware Adaptive Learning for Cross-domain Few-shot Learning Jan 1, 2023 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified A Unified Framework for Robustness on Diverse Sampling Errors Jan 1, 2023 Domain Generalization
— Unverified Federated Domain Generalization With Generalization Adjustment Jan 1, 2023 Domain Generalization Fairness
Code Code Available Domain Generalized Stereo Matching via Hierarchical Visual Transformation Jan 1, 2023 Domain Generalization Stereo Matching
— Unverified Exploring and Utilizing Pattern Imbalance Jan 1, 2023 Domain Generalization
— Unverified Bi-Level Meta-Learning for Few-Shot Domain Generalization Jan 1, 2023 Domain Generalization Few-Shot Learning
— Unverified A New Dataset Based on Images Taken by Blind People for Testing the Robustness of Image Classification Models Trained for ImageNet Categories Jan 1, 2023 Adversarial Robustness Classification
Code Code Available Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization Jan 1, 2023 Contrastive Learning Domain Generalization
— Unverified Single Domain Generalization for LiDAR Semantic Segmentation Jan 1, 2023 Autonomous Driving Domain Adaptation
Code Code Available ProD: Prompting-To-Disentangle Domain Knowledge for Cross-Domain Few-Shot Image Classification Jan 1, 2023 Cross-Domain Few-Shot Domain Generalization
— Unverified Crossing the Gap: Domain Generalization for Image Captioning Jan 1, 2023 Domain Generalization Image Captioning
— Unverified Discriminative Radial Domain Adaptation Jan 1, 2023 Domain Adaptation Domain Generalization
Code Code Available NeRF-Gaze: A Head-Eye Redirection Parametric Model for Gaze Estimation Dec 30, 2022 Domain Adaptation Domain Generalization
— Unverified A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation Dec 29, 2022 Domain Generalization Segmentation
— Unverified Structural State Translation: Condition Transfer between Civil Structures Using Domain-Generalization for Structural Health Monitoring Dec 28, 2022 Domain Generalization Structural Health Monitoring
— Unverified Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators Dec 21, 2022 Data Augmentation Domain Generalization
Code Code Available Target Conditioned Representation Independence (TCRI); From Domain-Invariant to Domain-General Representations Dec 21, 2022 Domain Generalization
— Unverified Domain Generalization with Correlated Style Uncertainty Dec 20, 2022 Domain Generalization Retrieval
Code Code Available UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Dec 20, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization Dec 20, 2022 Diversity Domain Generalization
— Unverified Multi-View Knowledge Distillation from Crowd Annotations for Out-of-Domain Generalization Dec 19, 2022 Domain Generalization Knowledge Distillation
— Unverified Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization Dec 18, 2022 Domain Generalization Hallucination
Code Code Available PoE: a Panel of Experts for Generalized Automatic Dialogue Assessment Dec 18, 2022 Data Augmentation Dialogue Evaluation
— Unverified Calibration-Free Driver Drowsiness Classification based on Manifold-Level Augmentation Dec 14, 2022 Brain Computer Interface Data Augmentation
Code Code Available Domain Generalization by Learning and Removing Domain-specific Features Dec 14, 2022 Decoder Domain Generalization
Code Code Available Synthetic-to-Real Domain Generalized Semantic Segmentation for 3D Indoor Point Clouds Dec 9, 2022 Domain Generalization Semantic Segmentation
— Unverified A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others Dec 9, 2022 Domain Generalization Image Classification
Code Code Available Learning Domain Invariant Prompt for Vision-Language Models Dec 8, 2022 Domain Generalization Language Modelling
Code Code Available 