Progressively Select and Reject Pseudo-labelled Samples for Open-Set Domain Adaptation Oct 25, 2021 Domain Adaptation image-classification
— Unverified Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval Oct 25, 2021 Domain Adaptation Retrieval
— Unverified Image-Based CLIP-Guided Essence Transfer Oct 24, 2021 Domain Adaptation Style Transfer
Code Code Available Domain Adaptation for Rare Classes Augmented with Synthetic Samples Oct 23, 2021 2k 8k
— Unverified Domain Adaptation via Maximizing Surrogate Mutual Information Oct 23, 2021 Domain Adaptation Transfer Learning
Code Code Available A Prototype-Oriented Framework for Unsupervised Domain Adaptation Oct 22, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity Oct 22, 2021 Active Learning Domain Adaptation
— Unverified Cross-domain Trajectory Prediction with CTP-Net Oct 22, 2021 Domain Adaptation Pedestrian Trajectory Prediction
— Unverified Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation Oct 22, 2021 Domain Adaptation Real-Time Semantic Segmentation
Code Code Available UBR^2S: Uncertainty-Based Resampling and Reweighting Strategy for Unsupervised Domain Adaptation Oct 22, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available DEX: Domain Embedding Expansion for Generalized Person Re-identification Oct 21, 2021 Domain Adaptation Domain Generalization
— Unverified Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation Oct 21, 2021 Domain Adaptation Segmentation
— Unverified MixNorm: Test-Time Adaptation Through Online Normalization Estimation Oct 21, 2021 Domain Adaptation Test-time Adaptation
— Unverified Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation Oct 21, 2021 Autonomous Vehicles Domain Adaptation
Code Code Available RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Oct 21, 2021 Domain Adaptation Multi-Task Learning
Code Code Available Center Loss Regularization for Continual Learning Oct 21, 2021 Continual Learning Domain Adaptation
— Unverified Semi-supervised Domain Adaptation for Semantic Segmentation Oct 20, 2021 Data Augmentation Domain Adaptation
— Unverified Style Agnostic 3D Reconstruction via Adversarial Style Transfer Oct 20, 2021 3D geometry 3D Object Reconstruction
— Unverified Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences Oct 20, 2021 Domain Adaptation Privacy Preserving
— Unverified Continual self-training with bootstrapped remixing for speech enhancement Oct 19, 2021 Domain Adaptation Speech Enhancement
Code Code Available Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition Oct 19, 2021 Action Recognition Activity Recognition
— Unverified Test time Adaptation through Perturbation Robustness Oct 19, 2021 Domain Adaptation Test-time Adaptation
Code Code Available Adversarial Domain Adaptation with Paired Examples for Acoustic Scene Classification on Different Recording Devices Oct 18, 2021 Acoustic Scene Classification Classification
— Unverified Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters Oct 18, 2021 Cross-Lingual Transfer Domain Adaptation
— Unverified Dynamic Feature Alignment for Semi-supervised Domain Adaptation Oct 18, 2021 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified SPAP: Simultaneous Demand Prediction and Planning for Electric Vehicle Chargers in a New City Oct 18, 2021 Domain Adaptation Prediction
Code Code Available FAST3D: Flow-Aware Self-Training for 3D Object Detectors Oct 18, 2021 Autonomous Driving Domain Adaptation
— Unverified Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning Oct 18, 2021 Diagnostic Domain Adaptation
Code Code Available Pixel-level Intra-domain Adaptation for Semantic Segmentation Oct 17, 2021 Domain Adaptation Segmentation
— Unverified 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 On the Complementarity of Data Selection and Fine Tuning for Domain Adaptation Oct 16, 2021 Domain Adaptation Domain Generalization
— Unverified Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation Oct 16, 2021 8k Domain Adaptation
— Unverified Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER Oct 16, 2021 Domain Adaptation Few-Shot Text Classification
Code Code Available FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation Oct 16, 2021 Domain Adaptation
Code Code Available Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks Oct 15, 2021 Domain Adaptation
Code Code Available Improving Unsupervised Domain Adaptive Re-Identification via Source-Guided Selection of Pseudo-Labeling Hyperparameters Oct 15, 2021 Clustering Domain Adaptation
— Unverified Content Preserving Image Translation with Texture Co-occurrence and Spatial Self-Similarity for Texture Debiasing and Domain Adaptation Oct 15, 2021 Domain Adaptation Translation
— Unverified Crisis Domain Adaptation Using Sequence-to-sequence Transformers Oct 15, 2021 Domain Adaptation Language Modelling
Code Code Available MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining Oct 15, 2021 Data Augmentation Domain Adaptation
Code Code Available TDACNN: Target-domain-free Domain Adaptation Convolutional Neural Network for Drift Compensation in Gas Sensors Oct 14, 2021 Domain Adaptation
— Unverified Domain Adaptation on Semantic Segmentation with Separate Affine Transformation in Batch Normalization Oct 14, 2021 Domain Adaptation Semantic Segmentation
— Unverified Domain generalization in deep learning for contrast-enhanced imaging Oct 14, 2021 Anatomy Data Augmentation
— Unverified Self-Supervised Domain Adaptation for Visual Navigation with Global Map Consistency Oct 14, 2021 Domain Adaptation GPU
— Unverified Building Chinese Biomedical Language Models via Multi-Level Text Discrimination Oct 14, 2021 Domain Adaptation
Code Code Available Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation Oct 13, 2021 Autonomous Driving Depth Estimation
Code Code Available Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment Oct 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Newer is not always better: Rethinking transferability metrics, their peculiarities, stability and performance Oct 13, 2021 Dimensionality Reduction Domain Adaptation
— Unverified Prompt-tuning in ASR systems for efficient domain-adaptation Oct 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified LENS: Localization enhanced by NeRF synthesis Oct 13, 2021 3D geometry Data Augmentation
— Unverified 