Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization Dec 21, 2021 Domain Adaptation Domain Generalization
Code Code Available Tell me what you see: A zero-shot action recognition method based on natural language descriptions Dec 18, 2021 Action Recognition Descriptive
Code Code Available Domain Adaptation on Point Clouds via Geometry-Aware Implicits Dec 17, 2021 Autonomous Driving Domain Adaptation
Code Code Available Efficient Hierarchical Domain Adaptation for Pretrained Language Models Dec 16, 2021 Domain Adaptation Language Modeling
Code Code Available GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Dec 14, 2021 Domain Adaptation Retrieval
Code Code Available Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation Dec 9, 2021 Domain Adaptation One-shot Unsupervised Domain Adaptation
Code Code Available Do Pedestrians Pay Attention? Eye Contact Detection in the Wild Dec 8, 2021 Autonomous Vehicles Contact Detection
Code Code Available Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning Dec 6, 2021 Anomaly Detection Contrastive Learning
Code Code Available No-Reference Point Cloud Quality Assessment via Domain Adaptation Dec 6, 2021 Domain Adaptation Point Cloud Quality Assessment
Code Code Available SGM3D: Stereo Guided Monocular 3D Object Detection Dec 3, 2021 3D Object Detection Autonomous Driving
Code Code Available Active Learning for Domain Adaptation: An Energy-Based Approach Dec 2, 2021 Active Learning Domain Adaptation
Code Code Available MultiVerS: Improving scientific claim verification with weak supervision and full-document context Dec 2, 2021 Claim Verification Domain Adaptation
Code Code Available Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning Dec 1, 2021 Domain Adaptation MuJoCo
Code Code Available Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization Dec 1, 2021 Autonomous Driving Domain Adaptation
Code Code Available Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? Dec 1, 2021 Domain Adaptation Representation Learning
Code Code Available Adversarial Reweighting for Partial Domain Adaptation Dec 1, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available Confident Anchor-Induced Multi-Source Free Domain Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience Dec 1, 2021 Domain Adaptation
Code Code Available Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-Learning Nov 30, 2021 3D Human Pose Estimation Camera Calibration
Code Code Available Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection Nov 30, 2021 3D Object Detection Domain Adaptation
Code Code Available Self-supervised Autoregressive Domain Adaptation for Time Series Data Nov 29, 2021 Domain Adaptation Self-Supervised Learning
Code Code Available DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Nov 29, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available Contrastive Vicinal Space for Unsupervised Domain Adaptation Nov 26, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cross-Domain Adaptive Teacher for Object Detection Nov 25, 2021 Data Augmentation Domain Adaptation
Code Code Available SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning Nov 24, 2021 Contrastive Learning Domain Adaptation
Code Code Available Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation Nov 24, 2021 Domain Adaptation Organ Segmentation
Code Code Available Self-Supervised Pre-Training for Transformer-Based Person Re-Identification Nov 23, 2021 Domain Adaptation Person Re-Identification
Code Code Available Merging Models with Fisher-Weighted Averaging Nov 18, 2021 Domain Adaptation Multi-task Language Understanding
Code Code Available See Eye to Eye: A Lidar-Agnostic 3D Detection Framework for Unsupervised Multi-Target Domain Adaptation Nov 17, 2021 Domain Adaptation Multi-target Domain Adaptation
Code Code Available HLT-NUS SUBMISSION FOR 2020 NIST Conversational Telephone Speech SRE Nov 12, 2021 Domain Adaptation Speaker Recognition
Code Code Available Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport Nov 11, 2021 Domain Adaptation Speech Enhancement
Code Code Available Probabilistic Contrastive Learning for Domain Adaptation Nov 11, 2021 Contrastive Learning Domain Adaptation
Code Code Available Domain Attention Consistency for Multi-Source Domain Adaptation Nov 6, 2021 Attribute Domain Adaptation
Code Code Available Transferable Time-Series Forecasting under Causal Conditional Shift Nov 5, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation Nov 4, 2021 Crop Classification Domain Adaptation
Code Code Available DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction Nov 1, 2021 Aspect Extraction Domain Adaptation
Code Code Available WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER Nov 1, 2021 Domain Adaptation Multilingual Named Entity Recognition
Code Code Available Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task Nov 1, 2021 Domain Adaptation Multi-Task Learning
Code Code Available Multi-Domain Multilingual Question Answering Nov 1, 2021 Cross-Lingual Transfer Domain Adaptation
Code Code Available TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning Nov 1, 2021 Denoising Domain Adaptation
Code Code Available SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data Oct 26, 2021 Domain Adaptation Generalization Bounds
Code Code Available Image-Based CLIP-Guided Essence Transfer Oct 24, 2021 Domain Adaptation Style Transfer
Code Code Available Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation Oct 22, 2021 Domain Adaptation Real-Time Semantic Segmentation
Code Code Available A Prototype-Oriented Framework for Unsupervised Domain Adaptation Oct 22, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation Oct 21, 2021 Autonomous Vehicles Domain Adaptation
Code Code Available Continual self-training with bootstrapped remixing for speech enhancement Oct 19, 2021 Domain Adaptation Speech Enhancement
Code Code Available LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Oct 17, 2021 Domain Adaptation Pseudo Label
Code Code Available InfAnFace: Bridging the infant-adult domain gap in facial landmark estimation in the wild Oct 17, 2021 Domain Adaptation
Code Code Available FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation Oct 16, 2021 Domain Adaptation
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