Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptation Apr 15, 2022 Activity Recognition Domain Adaptation
Code Code Available Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction Apr 15, 2022 Domain Adaptation
— Unverified Activation Regression for Continuous Domain Generalization with Applications to Crop Classification Apr 14, 2022 Crop Classification Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic Segmentation Apr 14, 2022 Domain Adaptation Semantic Segmentation
— Unverified Using Machine Learning for Particle Identification in ALICE Apr 14, 2022 BIG-bench Machine Learning Domain Adaptation
— Unverified Calibrating Class Weights with Multi-Modal Information for Partial Video Domain Adaptation Apr 13, 2022 Domain Adaptation Video Classification
— Unverified Efficient Cluster-Based k-Nearest-Neighbor Machine Translation Apr 13, 2022 Contrastive Learning Domain Adaptation
Code Code Available On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation Apr 12, 2022 Domain Adaptation image-classification
— Unverified Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification Apr 12, 2022 Domain Adaptation Hate Speech Detection
Code Code Available XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Apr 12, 2022 Cross-Lingual Transfer Dialogue State Tracking
Code Code Available Few-Shot Object Detection in Unseen Domains Apr 11, 2022 Domain Adaptation Domain Generalization
— Unverified Federated Unsupervised Domain Adaptation for Face Recognition Apr 9, 2022 Clustering Domain Adaptation
— Unverified Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization Apr 9, 2022 Domain Adaptation
Code Code Available Segmenting across places: The need for fair transfer learning with satellite imagery Apr 9, 2022 Domain Adaptation Fairness
— Unverified Jacobian Norm for Unsupervised Source-Free Domain Adaptation Apr 7, 2022 Domain Adaptation Source-Free Domain Adaptation
— Unverified Domain-Agnostic Prior for Transfer Semantic Segmentation Apr 6, 2022 Domain Adaptation Representation Learning
— Unverified Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations Apr 6, 2022 Contrastive Learning Domain Adaptation
— Unverified Self-Supervised Multi-Category Counting Networks for Automatic Check-Out Apr 5, 2022 Domain Adaptation
Code Code Available Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation Apr 5, 2022 Domain Adaptation Road Segmentation
— Unverified Leveraging Disentangled Representations to Improve Vision-Based Keystroke Inference Attacks Under Low Data Apr 5, 2022 Data Augmentation Domain Adaptation
Code Code Available DAD: Data-free Adversarial Defense at Test Time Apr 4, 2022 Adversarial Defense Domain Adaptation
— Unverified Con^2DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations Apr 4, 2022 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Co-Teaching for Unsupervised Domain Adaptation and Expansion Apr 4, 2022 Domain Adaptation image-classification
Code Code Available Few-shot One-class Domain Adaptation Based on Frequency for Iris Presentation Attack Detection Apr 1, 2022 Domain Adaptation Iris Recognition
— Unverified Filter-based Discriminative Autoencoders for Children Speech Recognition Apr 1, 2022 Decoder Diversity
— Unverified Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations Apr 1, 2022 Domain Adaptation Meta-Learning
Code Code Available Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation Apr 1, 2022 Contrastive Learning Domain Adaptation
— Unverified Domain Adaptation for Sparse-Data Settings: What Do We Gain by Not Using Bert? Mar 31, 2022 Domain Adaptation GPU
— Unverified Partial Coupling of Optimal Transport for Spoken Language Identification Mar 31, 2022 Domain Adaptation Language Identification
— Unverified PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations Mar 31, 2022 Domain Adaptation Language Modelling
Code Code Available Real-Time and Robust 3D Object Detection Within Road-Side LiDARs Using Domain Adaptation Mar 31, 2022 3D Object Detection Domain Adaptation
— Unverified CycDA: Unsupervised Cycle Domain Adaptation from Image to Video Mar 30, 2022 Action Recognition Domain Adaptation
Code Code Available Learning Instance-Specific Adaptation for Cross-Domain Segmentation Mar 30, 2022 Data Augmentation Domain Adaptation
— Unverified Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation Mar 30, 2022 Domain Adaptation
— Unverified Federated Domain Adaptation for ASR with Full Self-Supervision Mar 30, 2022 Automatic Speech Recognition (ASR) Data Augmentation
— Unverified COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training Mar 30, 2022 Domain Adaptation Image Segmentation
— Unverified Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification Mar 30, 2022 Bandwidth Extension Domain Adaptation
— Unverified Domain Invariant Siamese Attention Mask for Small Object Change Detection via Everyday Indoor Robot Navigation Mar 29, 2022 Change Detection Domain Adaptation
— Unverified Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets Mar 29, 2022 Causal Inference Domain Adaptation
Code Code Available Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation Mar 29, 2022 3D Human Pose Estimation Domain Adaptation
— Unverified RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging Mar 28, 2022 Domain Adaptation Knowledge Distillation
— Unverified Adaptation to CT Reconstruction Kernels by Enforcing Cross-domain Feature Maps Consistency Mar 28, 2022 Computed Tomography (CT) CT Reconstruction
— Unverified Style-Guided Domain Adaptation for Face Presentation Attack Detection Mar 28, 2022 Domain Adaptation Domain Generalization
— Unverified Example-based Hypernetworks for Out-of-Distribution Generalization Mar 27, 2022 Decoder Domain Adaptation
Code Code Available Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation Mar 26, 2022 Domain Adaptation Image Segmentation
— Unverified Learn to Adapt for Monocular Depth Estimation Mar 26, 2022 Depth Estimation Domain Adaptation
— Unverified Towards Backwards-Compatible Data with Confounded Domain Adaptation Mar 23, 2022 Domain Adaptation
Code Code Available Feature Distribution Matching for Federated Domain Generalization Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available Spoofing-Aware Speaker Verification with Unsupervised Domain Adaptation Mar 21, 2022 Domain Adaptation Speaker Verification
— Unverified The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error Mar 21, 2022 Discourse Parsing Domain Adaptation
Code Code Available 