Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation Oct 31, 2023 Active Learning Domain Adaptation
— Unverified Thermal-Infrared Remote Target Detection System for Maritime Rescue based on Data Augmentation with 3D Synthetic Data Oct 31, 2023 Data Augmentation Domain Adaptation
— Unverified STDA-Meta: A Meta-Learning Framework for Few-Shot Traffic Prediction Oct 31, 2023 Domain Adaptation Few-Shot Learning
— Unverified DDAM-PS: Diligent Domain Adaptive Mixer for Person Search Oct 31, 2023 Domain Adaptation Pedestrian Detection
Code Code Available Improving Online Source-free Domain Adaptation for Object Detection by Unsupervised Data Acquisition Oct 30, 2023 Autonomous Vehicles Domain Adaptation
— Unverified Seeking Flat Minima with Mean Teacher on Semi- and Weakly-Supervised Domain Generalization for Object Detection Oct 30, 2023 Domain Adaptation Domain Generalization
— Unverified Few-shot Hybrid Domain Adaptation of Image Generators Oct 30, 2023 Domain Adaptation Semantic Similarity
Code Code Available Bridging the gap: Towards an Expanded Toolkit for AI-driven Decision-Making in the Public Sector Oct 29, 2023 counterfactual Decision Making
— Unverified A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation Oct 27, 2023 Denoising Domain Adaptation
— Unverified Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal Oct 27, 2023 All Domain Adaptation
Code Code Available Unleashing the potential of GNNs via Bi-directional Knowledge Transfer Oct 26, 2023 Domain Adaptation Representation Learning
— Unverified SPA: A Graph Spectral Alignment Perspective for Domain Adaptation Oct 26, 2023 Domain Adaptation Single Particle Analysis
Code Code Available Unsupervised Domain Adaptation for Semantic Segmentation with Pseudo Label Self-Refinement Oct 25, 2023 Domain Adaptation Pseudo Label
— Unverified TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering Oct 25, 2023 Domain Adaptation Extractive Question-Answering
Code Code Available Adapt Anything: Tailor Any Image Classifiers across Domains And Categories Using Text-to-Image Diffusion Models Oct 25, 2023 Domain Adaptation image-classification
— Unverified ParisLuco3D: A high-quality target dataset for domain generalization of LiDAR perception Oct 25, 2023 Autonomous Driving Domain Adaptation
— Unverified Robust Source-Free Domain Adaptation for Fundus Image Segmentation Oct 25, 2023 Domain Adaptation Image Segmentation
Code Code Available CR-COPEC: Causal Rationale of Corporate Performance Changes to Learn from Financial Reports Oct 24, 2023 Decision Making Domain Adaptation
Code Code Available ShadowSense: Unsupervised Domain Adaptation and Feature Fusion for Shadow-Agnostic Tree Crown Detection from RGB-Thermal Drone Imagery Oct 24, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework Oct 24, 2023 Domain Adaptation object-detection
— Unverified Confounder Balancing in Adversarial Domain Adaptation for Pre-Trained Large Models Fine-Tuning Oct 24, 2023 Domain Adaptation Representation Learning
— Unverified Deep Feature Registration for Unsupervised Domain Adaptation Oct 24, 2023 Domain Adaptation Pseudo Label
— Unverified Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards Oct 23, 2023 Community Question Answering Domain Adaptation
Code Code Available CAD-DA: Controllable Anomaly Detection after Domain Adaptation by Statistical Inference Oct 23, 2023 Anomaly Detection Domain Adaptation
— Unverified Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP Oct 23, 2023 Domain Adaptation Universal Domain Adaptation
Code Code Available ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation Oct 22, 2023 Domain Adaptation MRI segmentation
Code Code Available Bi-discriminator Domain Adversarial Neural Networks with Class-Level Gradient Alignment Oct 21, 2023 Contrastive Learning Domain Adaptation
Code Code Available Towards Subject Agnostic Affective Emotion Recognition Oct 20, 2023 Domain Adaptation EEG
— Unverified Gradual Domain Adaptation: Theory and Algorithms Oct 20, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Weighted Joint Maximum Mean Discrepancy Enabled Multi-Source-Multi-Target Unsupervised Domain Adaptation Fault Diagnosis Oct 20, 2023 Domain Adaptation Fault Diagnosis
— Unverified Neural domain alignment for spoken language recognition based on optimal transport Oct 20, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation Oct 18, 2023 Domain Adaptation Few-Shot Relation Classification
Code Code Available Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation Oct 18, 2023 Domain Adaptation Image Segmentation
— Unverified Robust Class-Conditional Distribution Alignment for Partial Domain Adaptation Oct 18, 2023 Domain Adaptation Partial Domain Adaptation
— Unverified Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Oct 17, 2023 Domain Adaptation Domain Generalization
Code Code Available Towards Generalizable Multi-Camera 3D Object Detection via Perspective Debiasing Oct 17, 2023 3D Object Detection Domain Adaptation
Code Code Available Correction Focused Language Model Training for Speech Recognition Oct 17, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified On the Transferability of Learning Models for Semantic Segmentation for Remote Sensing Data Oct 16, 2023 Domain Adaptation Semantic Segmentation
Code Code Available IW-GAE: Importance Weighted Group Accuracy Estimation for Improved Calibration and Model Selection in Unsupervised Domain Adaptation Oct 16, 2023 Domain Adaptation Model Selection
— Unverified JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning Oct 16, 2023 Domain Adaptation Medical Question Answering
Code Code Available DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction Oct 16, 2023 Domain Adaptation Event Extraction
— Unverified Using Global Land Cover Product as Prompt for Cropland Mapping via Visual Foundation Model Oct 16, 2023 Domain Adaptation Prompt Learning
— Unverified Unsupervised Domain Adaption for Neural Information Retrieval Oct 13, 2023 Domain Adaptation Information Retrieval
— Unverified Learning to Adapt SAM for Segmenting Cross-domain Point Clouds Oct 13, 2023 Domain Adaptation General Knowledge
— Unverified Towards Example-Based NMT with Multi-Levenshtein Transformers Oct 13, 2023 Domain Adaptation Imitation Learning
Code Code Available SIDE: Self-supervised Intermediate Domain Exploration for Source-free Domain Adaptation Oct 13, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation Oct 12, 2023 Decision Making Domain Adaptation
— Unverified DUSA: Decoupled Unsupervised Sim2Real Adaptation for Vehicle-to-Everything Collaborative Perception Oct 12, 2023 Autonomous Driving Autonomous Vehicles
Code Code Available Exploiting Semantic Localization in Highly Dynamic Wireless Networks Using Deep Homoscedastic Domain Adaptation Oct 11, 2023 Domain Adaptation Representation Learning
Code Code Available Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation Oct 11, 2023 Domain Adaptation Object
— Unverified 