| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-5-2 | COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation | Pascal Schlachter et.al | paper | - | detailthe International Joint Conference on Neural Networks (IJCNN) 2024 |
| 2024-4-29 | Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology | Alexis Guichemerre et.al | paper | - | - |
| 2024-4-28 | Align, Minimize and Diversify: A Source-Free Unsupervised Domain Adaptation Method for Handwritten Text Recognition | María Alfaro-Contreras et.al | paper | - | detailSubmitted to ECCV 2024 |
| 2024-4-26 | In Search for a Generalizable Method for Source Free Domain Adaptation | M Boudiaf et.al | paper | code | - |
| 2024-4-25 | 360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes | Xu Zheng et.al | paper | - | detailarXiv admin note: substantial text overlap with arXiv:2403 |
| 2024-4-23 | Source-free Domain Adaptation for Video Object Detection Under Adverse Image Conditions | Xingguang Zhang et.al | paper | - | detailaccepted by the UG2+ workshop at CVPR 2024 |
| 2024-4-23 | MAPS: A Noise-Robust Progressive Learning Approach for Source-Free Domain Adaptive Keypoint Detection | Y Ding et.al | paper | code | - |
| 2024-4-16 | Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation | Mattia Litrico et.al | paper | - | - |
| 2024-4-16 | Universal source-free domain adaptation method for cross-domain fault diagnosis of machines | Y Zhang et.al | paper | - | detailMechanical Systems and…, 2023 Elsevier |
| 2024-4-14 | Contrast and Clustering: Learning Neighborhood Pair Representation for Source-free Domain Adaptation | Y Chen et.al | paper | code | - |
| 2024-4-10 | TIDo: Source-free Task Incremental Learning in Non-stationary Environments | AK Ambastha et.al | paper | code | - |
| 2024-4-10 | Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning | AK Ambastha et.al | paper | code | - |
| 2024-4-9 | Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation | Ibrahim Batuhan Akkaya et.al | paper | - | detailThis paper is under consideration at Computer Vision and Image Understanding |
| 2024-4-5 | Cross-platform privacy-preserving CT image COVID-19 diagnosis based on source-free domain adaptation | Y Feng et.al | paper | - | detailKnowledge Based Systems, 2023 Elsevier |
| 2024-4-2 | Source-free Subject Adaptation for EEG-based Visual Recognition | P Lee et.al | paper | code | - |
| 2024-4-2 | When Source-Free Domain Adaptation Meets Label Propagation | C Wu et.al | paper | - | - |
| 2024-3-31 | Source-Free Domain Adaptive Detection of Concealed Objects in Passive Millimeter-Wave Images | H Yang et.al | paper | - | detailIEEE Transactions on…, 2023 ieeexplore.ieee.org |
| 2024-3-26 | Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning | Yihong Cao et.al | paper | code | detailIEEE Transactions on Intelligent Vehicles (T-IV) |
| 2024-3-25 | DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization | Yunlong Tang et.al | paper | - | - |
| 2024-3-24 | Improving Online Source-free Domain Adaptation for Object Detection by Unsupervised Data Acquisition | Xiangyu Shi et.al | paper | - | - |
| 2024-3-22 | Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation | Xu Zheng et.al | paper | - | detailCVPR 2024 |
| 2024-3-21 | GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning | Sanqing Qu et.al | paper | - | detailThis is a substantial extension of the CVPR 2023 paper "Upcycling Models under Domain and Category Shift" |
| 2024-3-20 | EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition | Xu Zheng et.al | paper | - | detailCVPR2024 |
| 2024-3-20 | When Cars meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather | Giulia Rizzoli et.al | paper | - | - |
| 2024-3-20 | Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer | Yuang Ai et.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-5-2 | DA-RAW: Domain Adaptive Object Detection for Real-World Adverse Weather Conditions | Minsik Jeon et.al | paper | code | detailICRA 2024 |
| 2024-5-2 | Towards Consistent Object Detection via LiDAR-Camera Synergy | Kai Luo et.al | paper | code | detailThe source code will be made publicly available at https://github |
| 2024-5-2 | Federated Learning with Heterogeneous Data Handling for Robust Vehicular Object Detection | Ahmad Khalil et.al | paper | - | - |
| 2024-5-2 | Automotive Object Detection via Learning Sparse Events by Spiking Neurons | Hu Zhang et.al | paper | - | - |
| 2024-5-1 | E-detector: Asynchronous Spatio-temporal for Event-based Object Detection in Intelligent Transportation System | S Zhang et.al | paper | - | detailACM Transactions on Multimedia…, 2023 dl.acm.org |
| 2024-4-30 | Object Detection for Automated Coronary Artery Using Deep Learning | Hadis Keshavarz et.al | paper | - | detailThe results in the article need fundamental corrections |
| 2024-4-30 | Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection | Zhanwei Zhang et.al | paper | code | detailAccepted by CVPR2024 |
| 2024-4-30 | …Simultaneous Defects Visualizing Algorithm for Both Macro and Micro Defects Based on Nonlinear Lamb Wave with an Application of Faster R-Cnn Object Detection | Y Lee et.al | paper | - | detailAvailable at SSRN 4362451 papers.ssrn.com |
| 2024-4-30 | YOGA: Deep Object Detection in the Wild with Lightweight Feature Learning and Multiscale Attention | R Sunkara et.al | paper | code | detailPattern Recognition, 2023 Elsevier |
| 2024-4-30 | Spectral-Spatial Feature Enhancement Algorithm for Nighttime Object Detection and Tracking | Y Lv et.al | paper | - | detailSymmetry, 2023 mdpi.com |
| 2024-4-30 | CRRNet: Channel Relation Reasoning Network for Salient Object Detection | S Gao et.al | paper | - | detail…Conference, CCF CIRAC 2022, Xi'an…, 2023 Springer |
| 2024-4-30 | Iterative Fusion and Dual Enhancement for Accurate and Efficient Object Detection | Z Duan et.al | paper | - | detailJournal of Circuits…, 2023 World Scientific |
| 2024-4-30 | CTA-FPN: Channel-Target Attention Feature Pyramid Network for Prohibited Object Detection in X-ray Images | Y Zhang et.al | paper | - | detail2023 researchsquare.com |
| 2024-4-30 | Hierarchical Cross-modal Transformer for RGB-D Salient Object Detection | H Chen et.al | paper | code | - |
| 2024-4-30 | 3M3D: Multi-view, Multi-path, Multi-representation for 3D Object Detection | J Park et.al | paper | code | - |
| 2024-4-30 | Research on road object detection algorithm based on improved YOLOX | T Yang et.al | paper | code | - |
| 2024-4-29 | UncertaintyTrack: Exploiting Detection and Localization Uncertainty in Multi-Object Tracking | Chang Won Lee et.al | paper | code | detailICRA 2024 |
| 2024-4-29 | MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection | Heitor R. Medeiros et.al | paper | code | - |
| 2024-4-29 | Illicit object detection in X-ray images using Vision Transformers | Jorgen Cani et.al | paper | - | - |
| 2024-4-29 | Efficient Meta-Learning Enabled Lightweight Multiscale Few-Shot Object Detection in Remote Sensing Images | Wenbin Guan et.al | paper | - | - |
| 2024-4-28 | RadSimReal: Bridging the Gap Between Synthetic and Real Data in Radar Object Detection With Simulation | Oded Bialer et.al | paper | - | detailCVPR 2024 |
| 2024-4-28 | Fully Sparse Fusion for 3D Object Detection | Yingyan Li et.al | paper | code | detailTPMAI 2024 |
| 2024-4-27 | FisheyeDetNet: 360° Surround view Fisheye Camera based Object Detection System for Autonomous Driving | Ganesh Sistu et.al | paper | - | detailarXiv admin note: text overlap with arXiv:2206 |
| 2024-4-27 | Reliable Student: Addressing Noise in Semi-Supervised 3D Object Detection | Farzad Nozarian et.al | paper | code | detailCVPR Workshop L3D-IVU 2023 |
| 2024-4-27 | BoostRad: Enhancing Object Detection by Boosting Radar Reflections | Yuval Haitman et.al | paper | - | detailWACV2024 |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-5-2 | DA-RAW: Domain Adaptive Object Detection for Real-World Adverse Weather Conditions | Minsik Jeon et.al | paper | code | detailICRA 2024 |
| 2024-5-2 | COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation | Pascal Schlachter et.al | paper | - | detailthe International Joint Conference on Neural Networks (IJCNN) 2024 |
| 2024-5-1 | Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation | Yeonguk Yu et.al | paper | code | detailCVPR 2024 |
| 2024-5-1 | Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring | Sizhuo Li et.al | paper | - | - |
| 2024-5-1 | CLIPArTT: Light-weight Adaptation of CLIP to New Domains at Test Time | Gustavo Adolfo Vargas Hakim et.al | paper | code | - |
| 2024-4-30 | More is Better: Deep Domain Adaptation with Multiple Sources | Sicheng Zhao et.al | paper | - | detailAccepted by IJCAI 2024 |
| 2024-4-30 | Block-As-Domain Adaptation for Workload Prediction from fNIRS Data | Jiyang Wang et.al | paper | - | - |
| 2024-4-30 | Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection | Zhanwei Zhang et.al | paper | code | detailAccepted by CVPR2024 |
| 2024-4-30 | Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation | A Rosello et.al | paper | - | detailMas, AJ Gallego… Pattern Analysis and…, 2023 Springer |
| 2024-4-30 | An improved multi-source domain adaptation network for inter-subject mental fatigue detection based on DANN | K Chen et.al | paper | - | detailBiomedical Engineering…, 2023 degruyter.com |
| 2024-4-30 | A multi-source transfer learning model based on LSTM and domain adaptation for building energy prediction | H Lu et.al | paper | - | detailInternational Journal of…, 2023 Elsevier |
| 2024-4-30 | Open Set Domain Adaptation with Latent Structure Discovery and Kernelized Classifier Learning | Y Tang et.al | paper | - | detailNeurocomputing, 2023 Elsevier |
| 2024-4-30 | Towards Real-Time Online Unsupervised Domain Adaptation for Real-World Person Re-identification | C Neff et.al | paper | - | detail2023 researchsquare.com |
| 2024-4-30 | Unsupervised Domain Adaptation for MRI Volume Segmentation and Classification Using Image-to-Image Translation | S Kondo et.al | paper | code | - |
| 2024-4-29 | Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology | Alexis Guichemerre et.al | paper | - | - |
| 2024-4-29 | Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond | Kaichen Xu et.al | paper | code | - |
| 2024-4-29 | High-Intensified Resemblance and Statistic-Restructured Alignment in Few-Shot Domain Adaptation for Industrial-Specialized Employment | J Petchhan et.al | paper | - | detailIEEE Transactions on Consumer…, 2023 ieeexplore.ieee.org |
| 2024-4-29 | KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic Segmentation | C Zhou et.al | paper | code | detail2023 europepmc.org |
| 2024-4-29 | Blade crack detection based on domain adaptation and autoencoder of multidimensional vibro-acoustic feature fusion | J Shen et.al | paper | - | detailStructural Health Monitoring, 2023 journals.sagepub.com |
| 2024-4-28 | Align, Minimize and Diversify: A Source-Free Unsupervised Domain Adaptation Method for Handwritten Text Recognition | María Alfaro-Contreras et.al | paper | - | detailSubmitted to ECCV 2024 |
| 2024-4-28 | TextGram: Towards a better domain-adaptive pretraining | Sharayu Hiwarkhedkar et.al | paper | - | detailSPELLL 2023 |
| 2024-4-28 | SafePaint: Anti-forensic Image Inpainting with Domain Adaptation | Dunyun Chen et.al | paper | - | - |
| 2024-4-28 | Infrared ship target segmentation based on Adversarial Domain Adaptation | T Zhang et.al | paper | - | detailKnowledge Based…, 2023 Elsevier |
| 2024-4-27 | Exploring Few-Shot Adaptation for Activity Recognition on Diverse Domains | Kunyu Peng et.al | paper | code | detailThe benchmark and source code will be publicly available at https://github |
| 2024-4-26 | Subject-Based Domain Adaptation for Facial Expression Recognition | Muhammad Osama Zeeshan et.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-5-2 | Improving Domain Generalization on Gaze Estimation via Branch-out Auxiliary Regularization | Ruijie Zhao et.al | paper | - | - |
| 2024-5-2 | RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation | Heng Li et.al | paper | code | - |
| 2024-5-2 | Domain-Transferred Synthetic Data Generation for Improving Monocular Depth Estimation | Seungyeop Lee et.al | paper | - | - |
| 2024-5-2 | UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation | Juhwan Choi et.al | paper | - | - |
| 2024-5-1 | Domain Generalization with Global Sample Mixup | Y Lu et.al | paper | - | detailEuropean Conference on Computer…, 2023 Springer |
| 2024-5-1 | Cross-Domain Augmentation Diagnosis: An Adversarial Domain-Augmented Generalization Method for Fault Diagnosis under Unseen Working Conditions | Q Li et.al | paper | - | detailReliability Engineering &…, 2023 Elsevier |
| 2024-4-30 | GMC-PINNs: A new general Monte Carlo PINNs method for solving fractional partial differential equations on irregular domains | Shupeng Wang et.al | paper | - | - |
| 2024-4-30 | VimTS: A Unified Video and Image Text Spotter for Enhancing the Cross-domain Generalization | Yuliang Liu et.al | paper | code | - |
| 2024-4-30 | Soft Prompt Generation for Domain Generalization | Shuanghao Bai et.al | paper | - | - |
| 2024-4-29 | Transitive Vision-Language Prompt Learning for Domain Generalization | Liyuan Wang et.al | paper | - | - |
| 2024-4-29 | MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization | Lei Qi et.al | paper | - | detailAccepted by ACM TOMM |
| 2024-4-29 | On the Hyperparameters influencing a PINN's generalization beyond the training domain | A Bonfanti et.al | paper | - | - |
| 2024-4-28 | Robust Representation Learning with Self-Distillation for Domain Generalization | A Singh et.al | paper | code | - |
| 2024-4-27 | Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning | Yeongwoo Song et.al | paper | - | detailConference paper at ICLR 2024 |
| 2024-4-26 | Cross-corpora spoken language identification with domain diversification and generalization | S Dey et.al | paper | code | detailComputer Speech & Language, 2023 Elsevier |
| 2024-4-24 | Causally Inspired Regularization Enables Domain General Representations | Olawale Salaudeen et.al | paper | - | - |
| 2024-4-24 | Domain-Conditioned Normalization for Test-Time Domain Generalization | Y Jiang et.al | paper | code | detailComputer Vision–ECCV…, 2023 Springer |
| 2024-4-23 | MPIrigen: MPI Code Generation through Domain-Specific Language Models | Nadav Schneider et.al | paper | code | - |
| 2024-4-23 | UVTM: Universal Vehicle Trajectory Modeling with ST Feature Domain Generation | Yan Lin et.al | paper | - | - |
| 2024-4-23 | Retrieval Augmented Generation for Domain-specific Question Answering | Sanat Sharma et.al | paper | - | detailAAAI 2024 (Association for the Advancement of Artificial Intelligence) Scientific Document Understanding Workshop |
| 2024-4-23 | Single-temporal Supervised Remote Change Detection for Domain Generalization | Qiangang Du et.al | paper | - | - |
| 2024-4-23 | Domain Generalization by Functional Regression | M Holzleitner et.al | paper | code | - |
| 2024-4-20 | Leveraging Domain Relations for Domain Generalization | H Yao et.al | paper | code | - |
| 2024-4-18 | Aggregation of Disentanglement: Reconsidering Domain Variations in Domain Generalization | D Zhang et.al | paper | code | - |
| 2024-4-16 | Domain Generalization Emerges from Dreaming | H Heo et.al | paper | code | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-5-2 | Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models | Yifei Ming et.al | paper | - | detailThe paper is accepted at ICML 2024 |
| 2024-5-2 | Creative Problem Solving in Large Language and Vision Models -- What Would it Take? | Lakshmi Nair et.al | paper | code | - |
| 2024-5-2 | CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model | Shuai Zhao et.al | paper | code | detailPreprint |
| 2024-5-2 | Few Shot Class Incremental Learning using Vision-Language models | Anurag Kumar et.al | paper | - | detailunder review at Pattern Recognition Letters |
| 2024-5-1 | Beyond Human Vision: The Role of Large Vision Language Models in Microscope Image Analysis | Prateek Verma et.al | paper | - | - |
| 2024-5-1 | IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-training | Che Liu et.al | paper | - | detailUnder Review |
| 2024-5-1 | Neuro-Vision to Language: Image Reconstruction and Language enabled Interaction via Brain Recordings | Guobin Shen et.al | paper | - | - |
| 2024-4-30 | GUing: A Mobile GUI Search Engine using a Vision-Language Model | Jialiang Wei et.al | paper | - | - |
| 2024-4-30 | Utilizing Synthetic Data for Medical Vision-Language Pre-training: Bypassing the Need for Real Images | Che Liu et.al | paper | code | detailAccepted by CVPR 2024 Workshop Data Curation and Augmentation in Enhancing Medical Imaging Applications |
| 2024-4-30 | Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective | Wanqi Zhou et.al | paper | - | - |
| 2024-4-29 | Modeling Caption Diversity in Contrastive Vision-Language Pretraining | Samuel Lavoie et.al | paper | - | - |
| 2024-4-29 | Vision-Language Generative Model for View-Specific Chest X-ray Generation | Hyungyung Lee et.al | paper | - | detailCHIL 2024 |
| 2024-4-29 | Q-GroundCAM: Quantifying Grounding in Vision Language Models via GradCAM | Navid Rajabi et.al | paper | - | detailCVPR 2024 |
| 2024-4-29 | HELPER-X: A Unified Instructable Embodied Agent to Tackle Four Interactive Vision-Language Domains with Memory-Augmented Language Models | Gabriel Sarch et.al | paper | code | detailVideos and code https://helper-agent-llm |
| 2024-4-29 | Transitive Vision-Language Prompt Learning for Domain Generalization | Liyuan Wang et.al | paper | - | - |
| 2024-4-29 | Weakly-Supervised HOI Detection from Interaction Labels Only and Language/Vision-Language Priors | M Erhan Unal et.al | paper | code | - |
| 2024-4-29 | Scaling Vision-Language Models with Sparse Mixture of Experts | S Shen et.al | paper | code | - |
| 2024-4-29 | Vision-Language Models as Success Detectors | Y Du et.al | paper | code | - |
| 2024-4-29 | Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images | N Bitton-Guetta et.al | paper | code | - |
| 2024-4-27 | Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models | Z Zheng et.al | paper | code | - |
| 2024-4-27 | Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models | J Li et.al | paper | code | - |
| 2024-4-27 | Towards Universal Vision-language Omni-supervised Segmentation | B Dong et.al | paper | code | - |
| 2024-4-26 | Learning Grounded Vision-Language Representation for Versatile Understanding in Untrimmed Videos | T Wang et.al | paper | code | - |
| 2024-4-25 | Tag2Text: Guiding Vision-Language Model via Image Tagging | X Huang et.al | paper | code | - |
| 2024-4-25 | Robotic Applications of Pre-Trained Vision-Language Models to Various Recognition Behaviors | K Kawaharazuka et.al | paper | - | - |