PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Nov 14, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available AdaptKeyBERT: An Attention-Based approach towards Few-Shot & Zero-Shot Domain Adaptation of KeyBERT Nov 14, 2022 Domain Adaptation Fact Verification
Code Code Available Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning Nov 12, 2022 Contrastive Learning Domain Adaptation
Code Code Available What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation Nov 8, 2022 Domain Adaptation NMT
Code Code Available CoNMix for Source-free Single and Multi-target Domain Adaptation Nov 7, 2022 Domain Adaptation Knowledge Distillation
Code Code Available Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing Nov 4, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Rethinking Image Restoration for Object Detection Nov 1, 2022 Adversarial Attack Domain Adaptation
Code Code Available Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection Nov 1, 2022 Anomaly Detection Domain Adaptation
Code Code Available Unified Optimal Transport Framework for Universal Domain Adaptation Oct 31, 2022 Domain Adaptation Representation Learning
Code Code Available Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework Oct 30, 2022 Domain Adaptation Representation Learning
Code Code Available Few-shot Image Generation via Adaptation-Aware Kernel Modulation Oct 29, 2022 10-shot image generation Domain Adaptation
Code Code Available Nonparallel High-Quality Audio Super Resolution with Domain Adaptation and Resampling CycleGANs Oct 28, 2022 Audio Super-Resolution Domain Adaptation
Code Code Available Domain Adaptive Object Detection for Autonomous Driving under Foggy Weather Oct 27, 2022 Autonomous Driving Data Augmentation
Code Code Available A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data Oct 27, 2022 Domain Adaptation EEG
Code Code Available N-gram Is Back: Residual Learning of Neural Text Generation with n-gram Language Model Oct 26, 2022 Domain Adaptation Language Modeling
Code Code Available m^4Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter Oct 21, 2022 Domain Adaptation Machine Translation
Code Code Available AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Oct 20, 2022 Data Augmentation Domain Adaptation
Code Code Available ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing Oct 20, 2022 Domain Adaptation Object Detection
Code Code Available Using Language to Extend to Unseen Domains Oct 18, 2022 Domain Adaptation
Code Code Available Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation Oct 18, 2022 Domain Adaptation reinforcement-learning
Code Code Available HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks Oct 17, 2022 Domain Adaptation Universal Domain Adaptation
Code Code Available Bridging the Domain Gap for Multi-Agent Perception Oct 16, 2022 3D Object Detection Domain Adaptation
Code Code Available Optimizing Vision Transformers for Medical Image Segmentation Oct 14, 2022 Domain Adaptation Image Segmentation
Code Code Available M2D2: A Massively Multi-domain Language Modeling Dataset Oct 13, 2022 Domain Adaptation Domain Generalization
Code Code Available Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach Oct 11, 2022 Domain Adaptation Multi-Task Learning
Code Code Available Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition Oct 11, 2022 Cross-Domain Facial Expression Recognition Domain Adaptation
Code Code Available Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network Oct 9, 2022 Domain Adaptation image-classification
Code Code Available InfoOT: Information Maximizing Optimal Transport Oct 6, 2022 Domain Adaptation Retrieval
Code Code Available Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning Oct 5, 2022 Autonomous Driving Domain Adaptation
Code Code Available Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation Oct 4, 2022 Domain Adaptation Multi-target Domain Adaptation
Code Code Available A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training Oct 3, 2022 Domain Adaptation Multi-target Domain Adaptation
Code Code Available Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection Sep 28, 2022 Action Detection Domain Adaptation
Code Code Available High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection Sep 20, 2022 Breast Cancer Detection Data Augmentation
Code Code Available Visible-Infrared Person Re-Identification Using Privileged Intermediate Information Sep 19, 2022 Domain Adaptation Person Re-Identification
Code Code Available Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle Sep 19, 2022 Domain Adaptation Representation Learning
Code Code Available 3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling Sep 19, 2022 Depth Estimation Domain Adaptation
Code Code Available Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Sep 16, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Viewer-Centred Surface Completion for Unsupervised Domain Adaptation in 3D Object Detection Sep 14, 2022 3D Object Detection Autonomous Driving
Code Code Available DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization Sep 12, 2022 Device-Cloud Collaboration Domain Adaptation
Code Code Available Generalized One-shot Domain Adaptation of Generative Adversarial Networks Sep 8, 2022 Domain Adaptation Generative Adversarial Network
Code Code Available Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM Sep 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study Sep 5, 2022 Domain Adaptation Domain Generalization
Code Code Available Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery Sep 1, 2022 Domain Adaptation Land Cover Classification
Code Code Available Uncertainty-Induced Transferability Representation for Source-Free Unsupervised Domain Adaptation Aug 30, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Delving into the Continuous Domain Adaptation Aug 28, 2022 Attribute Domain Adaptation
Code Code Available CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation Aug 27, 2022 Contrastive Learning Domain Adaptation
Code Code Available Local Context-Aware Active Domain Adaptation Aug 26, 2022 Domain Adaptation
Code Code Available Domain Adaptation with Adversarial Training on Penultimate Activations Aug 26, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Threshold-adaptive Unsupervised Focal Loss for Domain Adaptation of Semantic Segmentation Aug 23, 2022 Data Augmentation Domain Adaptation
Code Code Available Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation Aug 21, 2022 Domain Adaptation Segmentation
Code Code Available 