| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-6-3 | Proxy Denoising for Source-Free Domain Adaptation | Song Tang et.al | paper | - | - |
| 2024-5-30 | CLIP-Guided Source-Free Object Detection in Aerial Images | Nanqing Liu et.al | paper | code | detailAccepted by IGARSS2024 |
| 2024-5-28 | Empowering Source-Free Domain Adaptation with MLLM-driven Curriculum Learning | Dongjie Chen et.al | paper | code | - |
| 2024-5-25 | Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation | Hongye Zeng et.al | paper | code | detailEarly accepted by MICCAI 2024 |
| 2024-5-23 | Selection, Ensemble, and Adaptation: Advancing Multi-Source-Free Domain Adaptation via Architecture Zoo | Jiangbo Pei et.al | paper | - | - |
| 2024-5-23 | SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network | Weiyu Guo et.al | paper | code | - |
| 2024-5-17 | SepRep-Net: Multi-source Free Domain Adaptation via Model Separation And Reparameterization | Ying Jin et.al | paper | - | - |
| 2024-5-12 | Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology | Alexis Guichemerre et.al | paper | - | - |
| 2024-5-11 | High-order Neighborhoods Know More: HyperGraph Learning Meets Source-free Unsupervised Domain Adaptation | Jinkun Jiang et.al | paper | - | - |
| 2024-5-9 | Individual context-free online community health indicators fail to identify open source software sustainability | Yo Yehudi et.al | paper | - | - |
| 2024-5-5 | Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training | Wenyu Zhang et.al | paper | - | detailExtension of ICCV paper arXiv:2212 |
| 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 |
| 2024-4-28 | 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 |
| 2024-4-25 | 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 |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-6-4 | SatSplatYOLO: 3D Gaussian Splatting-based Virtual Object Detection Ensembles for Satellite Feature Recognition | Van Minh Nguyen et.al | paper | - | - |
| 2024-6-4 | Mask-based Invisible Backdoor Attacks on Object Detection | Jeongjin Shin et.al | paper | code | - |
| 2024-6-3 | Learning Adaptive Fusion Bank for Multi-modal Salient Object Detection | Kunpeng Wang et.al | paper | code | detailAccepted by TCSVT 2024 |
| 2024-6-3 | Object Aware Egocentric Online Action Detection | Joungbin An et.al | paper | - | detailCVPR First Joint Egocentric Vision Workshop 2024 |
| 2024-6-3 | Multi-Object Tracking based on Imaging Radar 3D Object Detection | Patrick Palmer et.al | paper | - | detailPresented at: 9 |
| 2024-6-2 | Alignment-Free RGBT Salient Object Detection: Semantics-guided Asymmetric Correlation Network and A Unified Benchmark | Kunpeng Wang et.al | paper | code | detailAccepted by TMM 2024 |
| 2024-6-2 | Collaborative Novel Object Discovery and Box-Guided Cross-Modal Alignment for Open-Vocabulary 3D Object Detection | Yang Cao et.al | paper | code | detailCode Page: https://github |
| 2024-6-2 | LP-OVOD: Open-Vocabulary Object Detection by Linear Probing | Chau Pham et.al | paper | code | - |
| 2024-6-2 | A Survey of Deep Learning Based Radar and Vision Fusion for 3D Object Detection in Autonomous Driving | Di Wu et.al | paper | - | - |
| 2024-6-1 | Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection | Jiaming Li et.al | paper | - | detailCVPR2024 |
| 2024-6-1 | Zone Evaluation: Revealing Spatial Bias in Object Detection | Zhaohui Zheng et.al | paper | code | detailAccepted by IEEE TPAMI |
| 2024-5-31 | Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection | Tianhe Ren et.al | paper | code | detailhomepage: https://deepdataspace |
| 2024-5-31 | Fairness in Autonomous Driving: Towards Understanding Confounding Factors in Object Detection under Challenging Weather | Bimsara Pathiraja et.al | paper | code | - |
| 2024-5-31 | Consensus Focus for Object Detection and minority classes | Erik Isai Valle Salgado et.al | paper | code | - |
| 2024-5-31 | Power of Cooperative Supervision: Multiple Teachers Framework for Enhanced 3D Semi-Supervised Object Detection | Jin-Hee Lee et.al | paper | - | detailunder review |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-6-3 | Proxy Denoising for Source-Free Domain Adaptation | Song Tang et.al | paper | - | - |
| 2024-6-3 | Deep Optimal Transport for Domain Adaptation on SPD Manifolds | Ce Ju et.al | paper | code | detailThis work has been submitted to the IEEE for possible publication |
| 2024-6-2 | Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty Alignment | Kecheng Chen et.al | paper | - | detailAccepted by IEEE Transactions on Neural Networks and Learning Systems |
| 2024-6-1 | OpenDAS: Domain Adaptation for Open-Vocabulary Segmentation | G Yilmaz et.al | paper | code | - |
| 2024-6-1 | Domain Adaptation with Cauchy-Schwarz Divergence | W Yin et.al | paper | code | - |
| 2024-6-1 | Open-Set Domain Adaptation for Semantic Segmentation | SA Choe et.al | paper | code | - |
| 2024-6-1 | Automating Construction Safety Inspections using Robots and Unsupervised Deep Domain Adaptation by Backpropagation | V Bharathi et.al | paper | - | detailresearchgate.net |
| 2024-6-1 | Sim2world: few-shot domain adaptation for object detection | MSM Hein - 2024 - dr.ntu.edu.sg et.al | paper | - | detail2024 dr.ntu.edu.sg |
| 2024-6-1 | Multi-source refined adversarial domain adaptation with transfer complementarity infusion for IoT intrusion detection under limited samples | K Li et.al | paper | - | detailExpert Systems with Applications, 2024 Elsevier |
| 2024-6-1 | Unsupervised domain adaptation with weak source domain labels via bidirectional subdomain alignment | H Zhou et.al | paper | - | detailNeural Networks, 2024 Elsevier |
| 2024-6-1 | Maximum Likelihood Weight Estimation for Partial Domain Adaptation | L Wen et.al | paper | - | detailInformation Sciences, 2024 Elsevier |
| 2024-6-1 | Mind the Gap: Multi-Level Unsupervised Domain Adaptation for Cross-scene Hyperspectral Image Classification | M Cai et.al | paper | - | detailIEEE Transactions on…, 2024 ieeexplore.ieee.org |
| 2024-6-1 | Cross-domain Land Cover Classification of Remote Sensing Images based on Full-level Domain Adaptation | Y Meng et.al | paper | - | detailIEEE Journal of…, 2024 ieeexplore.ieee.org |
| 2024-5-31 | Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation | Jiaming Zhang et.al | paper | code | detailIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) |
| 2024-5-31 | Augmentation-based Unsupervised Cross-Domain Functional MRI Adaptation for Major Depressive Disorder Identification | Yunling Ma et.al | paper | - | - |
| 2024-5-31 | Self-degraded contrastive domain adaptation for industrial fault diagnosis with bi-imbalanced data | Gecheng Chen et.al | paper | - | - |
| 2024-5-30 | Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation | Haoran Chen et.al | paper | - | detailNeurIPS 2023 camera-ready version |
| 2024-5-29 | GAN Inversion for Image Editing via Unsupervised Domain Adaptation | Siyu Xing et.al | paper | - | - |
| 2024-5-29 | Domain adaptation in small-scale and heterogeneous biological datasets | Seyedmehdi Orouji et.al | paper | - | detailmain manuscript + supplement |
| 2024-5-28 | Empowering Source-Free Domain Adaptation with MLLM-driven Curriculum Learning | Dongjie Chen et.al | paper | code | - |
| 2024-5-28 | Assessing Economic Viability: A Comparative Analysis of Total Cost of Ownership for Domain-Adapted Large Language Models versus State-of-the-art Counterparts in Chip Design Coding Assistance | Amit Sharma et.al | paper | - | detailPaper accepted in IEEE-ACM conference: 2024 IEEE LLM-Aided Design Workshop (LAD) |
| 2024-5-28 | SSLChange: A Self-supervised Change Detection Framework Based on Domain Adaptation | Yitao Zhao et.al | paper | code | detailThis manuscript has been submitted to IEEE TGRS and is under review |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-6-4 | Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation | Hao Chen et.al | paper | - | - |
| 2024-6-4 | Verifying the Generalization of Deep Learning to Out-of-Distribution Domains | Guy Amir et.al | paper | - | detailTo appear in the Journal of Automated Reasoning (JAR) |
| 2024-6-3 | ParisLuco3D: A high-quality target dataset for domain generalization of LiDAR perception | Jules Sanchez et.al | paper | code | - |
| 2024-6-3 | Understanding Domain-Size Generalization in Markov Logic Networks | Florian Chen et.al | paper | - | detailTo Appear in Proceedings of ECML 2024-Research Track |
| 2024-6-3 | ED-SAM: An Efficient Diffusion Sampling Approach to Domain Generalization in Vision-Language Foundation Models | Thanh-Dat Truong et.al | paper | - | - |
| 2024-6-3 | ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation | Bang Yang et.al | paper | code) | detailAccepted by TPAMI (Our code and data are available at https://github |
| 2024-6-3 | Guiding ChatGPT to Generate Salient Domain Summaries | Jun Gao et.al | paper | code | - |
| 2024-6-2 | Cross-device fault diagnosis of rolling bearings using domain generalization and dynamic model | F Gong et.al | paper | - | detailJournal of Vibration…, 2024 journals.sagepub.com |
| 2024-6-2 | Regularized joint self-training: A cross-domain generalization method for image classification | C Chen et.al | paper | - | detailEngineering Applications of…, 2024 Elsevier |
| 2024-6-1 | Towards a Better Evaluation of Out-of-Domain Generalization | D Hwang et.al | paper | code | - |
| 2024-6-1 | Complex Style Image Transformations for Domain Generalization in Medical Images | Nikolaos Spanos et.al | paper | - | detailIEEE/CVF Computer Vision and Pattern Recognition Conference Workshops (CVPRW) 2024 |
| 2024-5-31 | StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization | Songhua Liu et.al | paper | code | detailICML 2024 |
| 2024-5-31 | HD Maps are Lane Detection Generalizers: A Novel Generative Framework for Single-Source Domain Generalization | Daeun Lee et.al | paper | - | detailAccepted by CVPR Data-Driven Autonomous Driving Simulation Workshop |
| 2024-5-31 | Enhancing Domain Generalization in 3D Human Pose Estimation: a Dual-Augmentor Framework | J Anderson - 2024 - easychair.org et.al | paper | - | detail2024 easychair.org |
| 2024-5-30 | Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains | Junhong Shen et.al | paper | - | - |
| 2024-5-30 | Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation | I Osman et.al | paper | code | - |
| 2024-5-30 | WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization | J Ma et.al | paper | code | - |
| 2024-5-29 | The Accuracy of Domain Specific and Descriptive Analysis Generated by Large Language Models | Denish Omondi Otieno et.al | paper | - | - |
| 2024-5-29 | 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 |
| 2024-5-29 | CSDG-FAS: Closed-Space Domain Generalization for Face Anti-spoofing | K Wang et.al | paper | - | detailInternational Journal of…, 2024 Springer |
| 2024-5-28 | Progressive Diversity Generation for Single Domain Generalization | D Rui et.al | paper | code | detailIEEE Transactions on…, 2024 ieeexplore.ieee.org |
| 2024-5-26 | Graph-based domain adversarial learning framework for video anomaly detection domain generalization | X Mei et.al | paper | - | detailThe Journal of Supercomputing, 2024 Springer |
| 2024-5-26 | Federated Unsupervised Domain Generalization using Global and Local Alignment of Gradients | F Pourpanah et.al | paper | code | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-6-4 | TopViewRS: Vision-Language Models as Top-View Spatial Reasoners | Chengzu Li et.al | paper | - | - |
| 2024-6-4 | Why Only Text: Empowering Vision-and-Language Navigation with Multi-modal Prompts | Haodong Hong et.al | paper | - | detailIJCAI 2024 |
| 2024-6-4 | StrucTexTv3: An Efficient Vision-Language Model for Text-rich Image Perception, Comprehension, and Beyond | Pengyuan Lyu et.al | paper | - | - |
| 2024-6-3 | HPE-CogVLM: New Head Pose Grounding Task Exploration on Vision Language Model | Yu Tian et.al | paper | - | - |
| 2024-6-3 | Boosting Vision-Language Models with Transduction | Maxime Zanella et.al | paper | - | - |
| 2024-6-3 | SpatialRGPT: Grounded Spatial Reasoning in Vision Language Model | An-Chieh Cheng et.al | paper | code | detailProject Page: https://www |
| 2024-6-3 | ED-SAM: An Efficient Diffusion Sampling Approach to Domain Generalization in Vision-Language Foundation Models | Thanh-Dat Truong et.al | paper | - | - |
| 2024-6-3 | Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models | Zhengbo Wang et.al | paper | code | detailAccepted by ICML 2024 |
| 2024-6-3 | Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters | Jiazuo Yu et.al | paper | code | detailThis work is accepted by CVPR2024 |
| 2024-6-3 | UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment | Hantao Zhou et.al | paper | code | - |
| 2024-6-3 | Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model | Huan Ma et.al | paper | - | - |
| 2024-6-2 | CoLLaVO: Crayon Large Language and Vision mOdel | Byung-Kwan Lee et.al | paper | code | detailACL 2024 Findings |
| 2024-6-2 | Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models | Lei Li et.al | paper | code | detailProject page: https://mm-arxiv |
| 2024-6-2 | Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation | Yunheng Li et.al | paper | code | detailAccepted by ICML 2024 |
| 2024-6-1 | Zero-shot object detection and referring expression comprehension using vision-language models | PA Manicka - 2024 - dr.ntu.edu.sg et.al | paper | - | detail2024 dr.ntu.edu.sg |
| 2024-6-1 | Enhancing Large Vision Language Models with Self-Training on Image Comprehension | Y Deng et.al | paper | code | - |
| 2024-6-1 | Knowledge-grounded Adaptation Strategy for Vision-language Models: Building Unique Case-set for Screening Mammograms for Residents Training | AU Khan et.al | paper | code | - |
| 2024-6-1 | Uncovering Bias in Large Vision-Language Models at Scale with Counterfactuals | P Howard et.al | paper | code | - |
| 2024-6-1 | KerasCV and KerasNLP: Vision and Language Power-Ups | M Watson et.al | paper | code | - |
| 2024-5-31 | Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design | MJ Buehler- arXiv preprint arXiv:2405.19076 et.al | paper | code | - |
| 2024-5-31 | VisualSiteDiary: A detector-free Vision-Language Transformer model for captioning photologs for daily construction reporting and image retrievals | Y Jung et.al | paper | - | detailFard Automation in Construction, 2024 Elsevier |
| 2024-5-31 | Vision of the future: large language models in ophthalmology | PD Tailor et.al | paper | - | detailCurrent Opinion in… journals.lww.com |
| 2024-5-31 | Kestrel: Point Grounding Multimodal LLM for Part-Aware 3D Vision-Language Understanding | J Fei et.al | paper | code | - |
| 2024-5-31 | Correctable Landmark Discovery Via Large Models for Vision-Language Navigation | B Lin et.al | paper | code | detail…on Pattern Analysis…, 2024 ieeexplore.ieee.org |