Addressing Distribution Shift at Test Time in Pre-trained Language Models Dec 5, 2022 Data Augmentation Domain Adaptation
— Unverified Day2Dark: Pseudo-Supervised Activity Recognition beyond Silent Daylight Dec 5, 2022 Activity Recognition Domain Adaptation
— Unverified DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection Dec 5, 2022 3D Object Detection class-incremental learning
— Unverified Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation Dec 5, 2022 Contrastive Learning Cross-Domain Few-Shot
— Unverified Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey Dec 4, 2022 Domain Adaptation Domain Generalization
— Unverified Domain-Invariant Feature Alignment Using Variational Inference For Partial Domain Adaptation Dec 3, 2022 Domain Adaptation domain classification
— Unverified D2DF2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation Dec 2, 2022 Domain Adaptation Object
— Unverified Geometry-Aware Network for Domain Adaptive Semantic Segmentation Dec 2, 2022 Depth Estimation Depth Prediction
— Unverified Fuse and Adapt: Investigating the Use of Pre-Trained Self-Supervising Learning Models in Limited Data NLU problems Dec 2, 2022 Domain Adaptation Emotion Recognition
— Unverified Continual Learning for On-Device Speech Recognition using Disentangled Conformers Dec 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-Source Survival Domain Adaptation Dec 1, 2022 Domain Adaptation Survival Analysis
Code Code Available CONDA: Continual Unsupervised Domain Adaptation Learning in Visual Perception for Self-Driving Cars Dec 1, 2022 Domain Adaptation Scene Segmentation
— Unverified From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks Nov 30, 2022 Action Recognition Domain Adaptation
— Unverified BEVUDA: Multi-geometric Space Alignments for Domain Adaptive BEV 3D Object Detection Nov 30, 2022 3D Object Detection Autonomous Driving
— Unverified Single Slice Thigh CT Muscle Group Segmentation with Domain Adaptation and Self-Training Nov 30, 2022 Anatomy Computed Tomography (CT)
Code Code Available MoDA: Map style transfer for self-supervised Domain Adaptation of embodied agents Nov 29, 2022 Domain Adaptation Style Transfer
— Unverified QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images Nov 29, 2022 Domain Adaptation Pseudo Label
— Unverified DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model Nov 29, 2022 3D Reconstruction Diversity
— Unverified Soft Alignment Objectives for Robust Adaptation of Language Generation Nov 29, 2022 Domain Adaptation Machine Translation
Code Code Available Task-Aware Asynchronous Multi-Task Model with Class Incremental Contrastive Learning for Surgical Scene Understanding Nov 28, 2022 Contrastive Learning Decision Making
Code Code Available A Visual Active Search Framework for Geospatial Exploration Nov 28, 2022 Domain Adaptation
Code Code Available Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation Nov 28, 2022 Domain Adaptation Image Segmentation
— Unverified Label Alignment Regularization for Distribution Shift Nov 27, 2022 Domain Adaptation Representation Learning
Code Code Available Towards Realistic Underwater Dataset Generation and Color Restoration Nov 27, 2022 Dataset Generation Domain Adaptation
Code Code Available Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo Retrieval Nov 26, 2022 Domain Adaptation Image Retrieval
Code Code Available Target-centered Subject Transfer Framework for EEG Data Augmentation Nov 24, 2022 Brain Computer Interface Data Augmentation
— Unverified Emotion-guided Cross-domain Fake News Detection using Adversarial Domain Adaptation Nov 24, 2022 Domain Adaptation Fake News Detection
— Unverified Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised Domain Adaptation Nov 22, 2022 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available GAN Inversion for Image Editing via Unsupervised Domain Adaptation Nov 22, 2022 Domain Adaptation Image Reconstruction
— Unverified UpCycling: Semi-supervised 3D Object Detection without Sharing Raw-level Unlabeled Scenes Nov 22, 2022 3D Object Detection Autonomous Driving
— Unverified Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier Nov 21, 2022 All Contrastive Learning
— Unverified Data-Driven Offline Decision-Making via Invariant Representation Learning Nov 21, 2022 Decision Making Domain Adaptation
— Unverified Modeling Hierarchical Structural Distance for Unsupervised Domain Adaptation Nov 21, 2022 Domain Adaptation Image Classification
— Unverified Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Nov 21, 2022 Domain Adaptation Scene Understanding
Code Code Available Turning Silver into Gold: Domain Adaptation with Noisy Labels for Wearable Cardio-Respiratory Fitness Prediction Nov 20, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Self-Remixing: Unsupervised Speech Separation via Separation and Remixing Nov 18, 2022 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Targeted Attention for Generalized- and Zero-Shot Learning Nov 17, 2022 Attribute Domain Adaptation
— Unverified Multi-source Domain Adaptation for Text-independent Forensic Speaker Recognition Nov 17, 2022 Domain Adaptation Speaker Recognition
— Unverified Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine Nov 17, 2022 Decision Making Domain Adaptation
— Unverified AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation Nov 16, 2022 Domain Adaptation Transfer Learning
Code Code Available Unsupervised Domain Adaptation Based on the Predictive Uncertainty of Models Nov 16, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDA Nov 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Instance-aware Model Ensemble With Distillation For Unsupervised Domain Adaptation Nov 15, 2022 Domain Adaptation Knowledge Distillation
— Unverified Explaining Cross-Domain Recognition with Interpretable Deep Classifier Nov 15, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration Nov 14, 2022 Domain Adaptation Pseudo Label
— Unverified Sentiment recognition of Italian elderly through domain adaptation on cross-corpus speech dataset Nov 14, 2022 Cross-corpus Domain Adaptation
— Unverified Renewing Iterative Self-labeling Domain Adaptation with Application to the Spine Motion Prediction Nov 14, 2022 Domain Adaptation motion prediction
— Unverified Adversarial and Random Transformations for Robust Domain Adaptation and Generalization Nov 13, 2022 Data Augmentation Domain Adaptation
— Unverified DATa: Domain Adaptation-Aided Deep Table Detection Using Visual-Lexical Representations Nov 12, 2022 Articles Domain Adaptation
— Unverified AU-Aware Vision Transformers for Biased Facial Expression Recognition Nov 12, 2022 Domain Adaptation Facial Expression Recognition
— Unverified 