3DGazeNet: Generalizing Gaze Estimation with Weak-Supervision from Synthetic Views Dec 6, 2022 3D geometry Domain Adaptation
Code Code Available SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud Dec 6, 2022 3D Object Detection Autonomous Driving
Code Code Available Union-set Multi-source Model Adaptation for Semantic Segmentation Dec 6, 2022 Domain Adaptation Semantic Segmentation
Code Code Available 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 Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation Dec 5, 2022 Contrastive Learning Cross-Domain Few-Shot
— Unverified LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Dec 5, 2022 Domain Adaptation Image Segmentation
Code Code Available DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection Dec 5, 2022 3D Object Detection class-incremental learning
— Unverified Towards Scene Understanding for Autonomous Operations on Airport Aprons Dec 4, 2022 Autonomous Driving Benchmarking
Code Code Available Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey Dec 4, 2022 Domain Adaptation Domain Generalization
— Unverified Contrastive Domain Adaptation for Time-Series via Temporal Mixup Dec 3, 2022 Contrastive Learning Domain Adaptation
Code Code Available Domain-Invariant Feature Alignment Using Variational Inference For Partial Domain Adaptation Dec 3, 2022 Domain Adaptation domain classification
— Unverified Continual Learning for On-Device Speech Recognition using Disentangled Conformers Dec 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning Dec 2, 2022 Domain Adaptation Prompt Learning
Code Code Available 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 MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Dec 2, 2022 Domain Adaptation image-classification
Code Code Available D2DF2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation Dec 2, 2022 Domain Adaptation Object
— Unverified Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment Dec 2, 2022 Anomaly Detection Contrastive Learning
Code Code Available Geometry-Aware Network for Domain Adaptive Semantic Segmentation Dec 2, 2022 Depth Estimation Depth Prediction
— Unverified CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection Dec 1, 2022 Domain Adaptation Pseudo Label
Code Code Available CONDA: Continual Unsupervised Domain Adaptation Learning in Visual Perception for Self-Driving Cars Dec 1, 2022 Domain Adaptation Scene Segmentation
— Unverified Multi-Source Survival Domain Adaptation Dec 1, 2022 Domain Adaptation Survival Analysis
Code Code Available Single Slice Thigh CT Muscle Group Segmentation with Domain Adaptation and Self-Training Nov 30, 2022 Anatomy Computed Tomography (CT)
Code Code Available 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 QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images Nov 29, 2022 Domain Adaptation Pseudo Label
— Unverified Soft Alignment Objectives for Robust Adaptation of Language Generation Nov 29, 2022 Domain Adaptation Machine Translation
Code Code Available MoDA: Map style transfer for self-supervised Domain Adaptation of embodied agents Nov 29, 2022 Domain Adaptation Style Transfer
— Unverified DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model Nov 29, 2022 3D Reconstruction Diversity
— Unverified PyTorch Adapt Nov 28, 2022 Domain Adaptation
Code Code Available A Visual Active Search Framework for Geospatial Exploration Nov 28, 2022 Domain Adaptation
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 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 Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation Nov 27, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Towards Realistic Underwater Dataset Generation and Color Restoration Nov 27, 2022 Dataset Generation Domain Adaptation
Code Code Available Label Alignment Regularization for Distribution Shift Nov 27, 2022 Domain Adaptation Representation Learning
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 DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains Nov 26, 2022 Domain Adaptation Tensor Decomposition
Code Code Available 1st Place Solution to NeurIPS 2022 Challenge on Visual Domain Adaptation Nov 26, 2022 Domain Adaptation Semantic Segmentation
Code Code Available SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition Nov 25, 2022 Activity Recognition Domain Adaptation
Code Code Available Unsupervised Continual Semantic Adaptation through Neural Rendering Nov 25, 2022 Domain Adaptation NeRF
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 Object Detection in Foggy Scenes by Embedding Depth and Reconstruction into Domain Adaptation Nov 24, 2022 Decoder Domain Adaptation
Code Code Available Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection Nov 23, 2022 3D Object Detection Domain Adaptation
Code Code Available FLAIR #1: semantic segmentation and domain adaptation dataset Nov 23, 2022 Domain Adaptation Management
Code Code Available UpCycling: Semi-supervised 3D Object Detection without Sharing Raw-level Unlabeled Scenes Nov 22, 2022 3D Object Detection Autonomous Driving
— 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 VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions Nov 22, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Anatomy-guided domain adaptation for 3D in-bed human pose estimation Nov 22, 2022 3D Human Pose Estimation Anatomy
Code Code Available 