| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-12-18 | Federated Source-free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data | Junki Mori et.al | paper | - | detailAccepted by WACV 2025 |
| 2024-12-18 | Bridge then Begin Anew: Generating Target-relevant Intermediate Model for Source-free Visual Emotion Adaptation | Jiankun Zhu et.al | paper | - | detailAccepted by AAAI2025 |
| 2024-12-16 | Source-Free Domain Adaptation for Speaker Verification in Data-Scarce Languages and Noisy Channels | S Salo Elia et.al | paper | code | - |
| 2024-12-15 | Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation | Ziyang Chen et.al | paper | - | - |
| 2024-12-15 | Global self-sustaining and local inheritance for source-free unsupervised domain adaptation | L Peng et.al | paper | - | detailPattern Recognition, 2024 Elsevier |
| 2024-12-14 | Unveiling the Unknown: Unleashing the Power of Unknown to Known in Open-Set Source-Free Domain Adaptation | F Wan et.al | paper | code | detailProceedings of the IEEE…, 2024 openaccess.thecvf.com |
| 2024-12-14 | Discriminative Pattern Calibration Mechanism for Source-Free Domain Adaptation | H Xia et.al | paper | code | detail…of the IEEE/CVF Conference on…, 2024 openaccess.thecvf.com |
| 2024-12-14 | Understanding and Improving Source-free Domain Adaptation from a Theoretical Perspective | Y Mitsuzumi et.al | paper | code | detailProceedings of the IEEE…, 2024 openaccess.thecvf.com |
| 2024-12-14 | Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation–Supplementary Material– | X Zheng et.al | paper | - | detailopenaccess.thecvf.com |
| 2024-12-14 | LEAD: Learning Decomposition for Source-free Universal Domain Adaptation—Supplementary Material | S Qu et.al | paper | - | detailIntegration openaccess.thecvf.com |
| 2024-12-14 | Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation (Supplementary Material) | D Zhao et.al | paper | - | detailopenaccess.thecvf.com |
| 2024-12-14 | EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition–Supplementray Material– | X Zheng et.al | paper | - | detailopenaccess.thecvf.com |
| 2024-12-14 | MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection—Supplementary Material | B Peng et.al | paper | - | detailopenaccess.thecvf.com |
| 2024-12-11 | Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation | Yangxuan Zhou et.al | paper | - | - |
| 2024-12-1 | Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting | Linhai Zhuo et.al | paper | - | - |
| 2024-11-29 | Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification | Ruimin Peng et.al | paper | - | detailJournal ref:IEEE Int'l Conf |
| 2024-11-28 | SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG | Shanglin Li et.al | paper | - | detailACM Class:I |
| 2024-11-24 | Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation | Peihua Deng et.al | paper | - | - |
| 2024-11-24 | DRIVE: Dual-Robustness via Information Variability and Entropic Consistency in Source-Free Unsupervised Domain Adaptation | Ruiqiang Xiao et.al | paper | - | - |
| 2024-11-24 | Unveiling the Superior Paradigm: A Comparative Study of Source-Free Domain Adaptation and Unsupervised Domain Adaptation | Fan Wang et.al | paper | - | detailUnder review |
| 2024-11-20 | Collision-free Source Seeking Control Methods for Unicycle Robots | Tinghua Li et.al | paper | - | detailPublished in IEEE Transactions on Automatic Control |
| 2024-11-19 | Recall and Refine: A Simple but Effective Source-free Open-set Domain Adaptation Framework | Ismail Nejjar et.al | paper | - | - |
| 2024-11-15 | Step-wise Distribution Alignment Guided Style Prompt Tuning for Source-free Cross-domain Few-shot Learning | Huali Xu et.al | paper | code | - |
| 2024-11-12 | Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model | Pascal Schlachter et.al | paper | code | detailIEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025 |
| 2024-11-10 | Learning from Different Samples: A Source-free Framework for Semi-supervised Domain Adaptation | Xinyang Huang et.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-12-18 | CREST: An Efficient Conjointly-trained Spike-driven Framework for Event-based Object Detection Exploiting Spatiotemporal Dynamics | Ruixin Mao et.al | paper | - | detailAccepted by AAAI 2025 |
| 2024-12-18 | Object Style Diffusion for Generalized Object Detection in Urban Scene | Hao Li et.al | paper | - | - |
| 2024-12-18 | RT-DETRv3: Real-time End-to-End Object Detection with Hierarchical Dense Positive Supervision | Shuo Wang et.al | paper | code | - |
| 2024-12-18 | Deep Learning and Machine Learning - Object Detection and Semantic Segmentation: From Theory to Applications | Jintao Ren et.al | paper | - | - |
| 2024-12-17 | No Annotations for Object Detection in Art through Stable Diffusion | Patrick Ramos et.al | paper | code | - |
| 2024-12-17 | A New Adversarial Perspective for LiDAR-based 3D Object Detection | Shijun Zheng et.al | paper | - | - |
| 2024-12-17 | What is YOLOv6? A Deep Insight into the Object Detection Model | Athulya Sundaresan Geetha et.al | paper | - | - |
| 2024-12-17 | ESOD: Efficient Small Object Detection on High-Resolution Images | Kai Liu et.al | paper | code | detailThis paper has been recerived by IEEE TIP 2024 |
| 2024-12-17 | Differential Alignment for Domain Adaptive Object Detection | Xinyu He et.al | paper | code | - |
| 2024-12-17 | RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object Detection | Yiheng Li et.al | paper | code | detailAccepted by AAAI 2025 |
| 2024-12-17 | RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion | Xiaomeng Chu et.al | paper | - | - |
| 2024-12-17 | Efficient Oriented Object Detection with Enhanced Small Object Recognition in Aerial Images | Zhifei Shi et.al | paper | - | - |
| 2024-12-17 | Masked Feature Compression for Object Detection | C Dai et.al | paper | code | detailMathematics, 2024 mdpi.com |
| 2024-12-16 | PromptDet: A Lightweight 3D Object Detection Framework with LiDAR Prompts | Kun Guo et.al | paper | - | detailAccepted by AAAI 2025 |
| 2024-12-16 | Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data | Tobias Rohe et.al | paper | - | - |
| 2024-12-16 | RQFormer: Rotated Query Transformer for End-to-End Oriented Object Detection | Jiaqi Zhao et.al | paper | code | detailThis article is accepted by Expert Systems With Applications (ESWA) 2024 |
| 2024-12-16 | Enhanced Object Detection: A Study on Vast Vocabulary Object Detection Track for V3Det Challenge 2024 | P Wu et.al | paper | code | - |
| 2024-12-16 | ПРИМЕНЕНИЕ MULTI-LABEL КЛАССИФИКАЦИИ И OBJECT DETECTION ДЛЯ КТ-СНИМКОВ | ПА Сухов et.al | paper | - | detailВестник науки, 2024 cyberleninka.ru |
| 2024-12-16 | Environmentally adaptive fast object detection in UAV images | M Sang et.al | paper | - | detailImage and Vision Computing, 2024 Elsevier |
| 2024-12-16 | Highway Abandoned Objects Recognition Based on Open Vocabulary Object Detection Approach | S Liu et.al | paper | - | detail…on Transportation and…, 2024 ascelibrary.org |
| 2024-12-16 | SAM-PM: Enhancing Video Camouflaged Object Detection using Spatio-Temporal Attention | M Nawfal Meeran et.al | paper | code | - |
| 2024-12-16 | OV-DAR: Open-Vocabulary Object Detection and Attributes Recognition | K Chen et.al | paper | - | detailInternational Journal of…, 2024 Springer |
| 2024-12-16 | Advanced Object Detection and Decision Making in Autonomous Medical Response Systems | J Needhi - 2024 - preprints.org et.al | paper | - | detail2024 preprints.org |
| 2024-12-15 | A Three-Stage Model for Camouflaged Object Detection | T Chen et.al | paper | code | detailAvailable at SSRN 4862341 papers.ssrn.com |
| 2024-12-15 | Multi-Scale Features Extraction and Cross-Stage Features Fusion Network for Small Object Detection (Mcfn) | D Bian et.al | paper | - | detailAvailable at SSRN… papers.ssrn.com |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-12-18 | Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali | Sharad Duwal et.al | paper | - | - |
| 2024-12-18 | Federated Source-free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data | Junki Mori et.al | paper | - | detailAccepted by WACV 2025 |
| 2024-12-17 | One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation | Huishi Luo et.al | paper | code | detailExtended version accepted by AAAI 2025 |
| 2024-12-17 | Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm | Thai-Hoang Pham et.al | paper | code | detailAccepted by AAAI 2025 |
| 2024-12-17 | Differential Alignment for Domain Adaptive Object Detection | Xinyu He et.al | paper | code | - |
| 2024-12-17 | Confidence sharing adaptation for out-of-domain human pose and shape estimation | T Yue et.al | paper | - | detailComputer Vision and Image…, 2024 Elsevier |
| 2024-12-16 | COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation | Munish Monga et.al | paper | code | detailAccepted in BMVC 2024 |
| 2024-12-16 | HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation | Ba Hung Ngo et.al | paper | - | detailAccepted for presentation at AAAI2025 |
| 2024-12-16 | CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO Detector | Tianheng Qiu et.al | paper | - | - |
| 2024-12-16 | Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition | Thejan Rajapakshe et.al | paper | - | - |
| 2024-12-16 | Smoothness Really Matters: A Simple yet Effective Approach for Unsupervised Graph Domain Adaptation | Wei Chen et.al | paper | code | - |
| 2024-12-16 | …Carbon Content and Temperature in Bof Steelmaking Based on Adaptive Balanced Joint Distribution Alignment Domain Adaptation with Variational Autoencoder | Z Liu et.al | paper | - | detailAvailable at SSRN 4863841 papers.ssrn.com |
| 2024-12-16 | POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning | J Wang et.al | paper | code | detail2024 researchgate.net |
| 2024-12-16 | Continuous Test-time Domain Adaptation for Efficient Fault Detection under Evolving Operating Conditions | H Sun et.al | paper | code | - |
| 2024-12-16 | Source-Free Domain Adaptation for Speaker Verification in Data-Scarce Languages and Noisy Channels | S Salo Elia et.al | paper | code | - |
| 2024-12-16 | Cross-Domain Classification Based on Frequency Component Adaptation for Remote Sensing Images | P Zhu et.al | paper | - | detailRemote Sensing, 2024 mdpi.com |
| 2024-12-16 | TSFAN: Tensorized spatial-frequency attention network with domain adaptation for cross-session EEG-based biometric recognition | X Jin et.al | paper | - | detailJournal of…, 2024 automatedtest.iopscience.iop.org |
| 2024-12-16 | SE/BN Adapter: Parametric Efficient Domain Adaptation for Speaker Recognition | T Wang et.al | paper | - | - |
| 2024-12-15 | Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment | Yuanfan Zheng et.al | paper | code | detailThis work is accepted by AAAI 2025 |
| 2024-12-15 | Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment | Jiayi Guo et.al | paper | code | detailGitHub: https://github |
| 2024-12-15 | Transliterated Zero-Shot Domain Adaptation for Automatic Speech Recognition | Han Zhu et.al | paper | - | - |
| 2024-12-15 | Novel Deep Learning Domain Adaptation Approach for Object Detection Using Semi-Self Building Dataset and Modified YOLOv4 | A Gomaa et.al | paper | - | detailWorld Electric Vehicle Journal, 2024 mdpi.com |
| 2024-12-15 | Global self-sustaining and local inheritance for source-free unsupervised domain adaptation | L Peng et.al | paper | - | detailPattern Recognition, 2024 Elsevier |
| 2024-12-13 | UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval | Haoyu Jiang et.al | paper | code | detailWACV 2025 |
| 2024-12-13 | A Universal Degradation-based Bridging Technique for Domain Adaptive Semantic Segmentation | Wangkai Li et.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-12-18 | Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes | Aodi Li et.al | paper | - | - |
| 2024-12-18 | Rethinking Multi-domain Generalization with A General Learning Objective | Zhaorui Tan et.al | paper | - | detailAccepted by CVPR24 |
| 2024-12-17 | Process-Supervised Reward Models for Clinical Note Generation: A Scalable Approach Guided by Domain Expertise | Hanyin Wang et.al | paper | - | - |
| 2024-12-17 | Entity-centric multi-domain transformer for improving generalization in fake news detection | P Bazmi et.al | paper | - | detailInformation Processing &…, 2024 Elsevier |
| 2024-12-16 | BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific Q&A | Samy Ateia et.al | paper | - | detailVersion as accepted at the Demo Track at ECIR 2025 |
| 2024-12-16 | Domain Generalization in Autonomous Driving: Evaluating YOLOv8s, RT-DETR, and YOLO-NAS with the ROAD-Almaty Dataset | Madiyar Alimov et.al | paper | - | - |
| 2024-12-16 | Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation | Hongwei Niu et.al | paper | code | detailAccepted by AAAI 2025 |
| 2024-12-16 | PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection | Xiaoran Xu et.al | paper | - | - |
| 2024-12-16 | Meta Curvature-Aware Minimization for Domain Generalization | Ziyang Chen et.al | paper | - | - |
| 2024-12-16 | Fine-Grained Domain Generalization with Feature Structuralization | W Yu et.al | paper | code | - |
| 2024-12-15 | Federated Domain Generalization with Label Smoothing and Balanced Decentralized Training | Milad Soltany et.al | paper | - | - |
| 2024-12-15 | Learning Latent Spaces for Domain Generalization in Time Series Forecasting | Songgaojun Deng et.al | paper | - | - |
| 2024-12-14 | Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification | S Addepalli et.al | paper | code | detailProceedings of the…, 2024 openaccess.thecvf.com |
| 2024-12-14 | Disentangled Prompt Representation for Domain Generalization | D Cheng et.al | paper | code | detailProceedings of the…, 2024 openaccess.thecvf.com |
| 2024-12-14 | Supplementary Materials: Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential in Open Domain Generalization | M Singha et.al | paper | - | detailopenaccess.thecvf.com |
| 2024-12-14 | Supplementary Material for DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning | B Dataset - openaccess.thecvf.com et.al | paper | - | detailopenaccess.thecvf.com |
| 2024-12-14 | Supplementary Material for Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization | K Le et.al | paper | - | detailPhuoc, KS Wong openaccess.thecvf.com |
| 2024-12-14 | Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge Distillation | S Angarano et.al | paper | code | detailProceedings of the…, 2024 openaccess.thecvf.com |
| 2024-12-14 | MixStyle-Based Contrastive Test-Time Adaptation: Pathway to Domain Generalization | K Yamashita et.al | paper | - | detail…of the IEEE/CVF Conference on…, 2024 openaccess.thecvf.com |
| 2024-12-14 | Fault vibration model driven fault-aware domain generalization framework for bearing fault diagnosis | B Pang et.al | paper | - | detailAdvanced Engineering…, 2024 Elsevier |
| 2024-12-13 | Guidance Not Obstruction: A Conjugate Consistent Enhanced Strategy for Domain Generalization | Meng Cao et.al | paper | - | - |
| 2024-12-12 | Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator | Chengyuan Liu et.al | paper | - | detailUnder review |
| 2024-12-12 | DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization | Jin-Seop Lee et.al | paper | code | detailCode page: https://github |
| 2024-12-11 | CAT: Class Aware Adaptive Thresholding for Semi-Supervised Domain Generalization | Sumaiya Zoha et.al | paper | - | - |
| 2024-12-11 | Adversarial Contrastive Domain-Generative Learning for Bacteria Raman Spectrum Joint Denoising and Cross-Domain Identification | Haiming Yao et.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2024-12-18 | HandsOnVLM: Vision-Language Models for Hand-Object Interaction Prediction | Chen Bao et.al | paper | code | detailPreprint |
| 2024-12-18 | Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection | Le Yang et.al | paper | code | detailUnder review |
| 2024-12-18 | ZipVL: Efficient Large Vision-Language Models with Dynamic Token Sparsification | Yefei He et.al | paper | - | - |
| 2024-12-18 | Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation | Changsun Lee et.al | paper | - | - |
| 2024-12-18 | Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning | Yingjie Zhu et.al | paper | - | - |
| 2024-12-17 | Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models | Yicheng Xu et.al | paper | code | detailAccepted by NeurIPS 2024 |
| 2024-12-17 | NAVCON: A Cognitively Inspired and Linguistically Grounded Corpus for Vision and Language Navigation | Karan Wanchoo et.al | paper | - | - |
| 2024-12-17 | Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality | Qitong Wang et.al | paper | - | detailIn Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI) |
| 2024-12-17 | Enhancing Vision-Language Models with Scene Graphs for Traffic Accident Understanding | Aaron Lohner et.al | paper | - | detailWon the 'Best Paper Runner-up Award' at the 2024 IEEE International Automated Vehicle Validation Conference (IAVVC 2024) |
| 2024-12-17 | FastVLM: Efficient Vision Encoding for Vision Language Models | Pavan Kumar Anasosalu Vasu et.al | paper | - | - |
| 2024-12-17 | Feather the Throttle: Revisiting Visual Token Pruning for Vision-Language Model Acceleration | Mark Endo et.al | paper | code | detailProject page: https://web |
| 2024-12-17 | A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer Diagnosis | Xiao Zhou et.al | paper | - | - |
| 2024-12-17 | AnyAttack: Targeted Adversarial Attacks on Vision-Language Models toward Any Images | Jiaming Zhang et.al | paper | - | - |
| 2024-12-17 | Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification | Wenxuan Huang et.al | paper | code | detailCode is available at https://github |
| 2024-12-17 | CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models | Zihui Cheng et.al | paper | - | detailAAAI 2025 |
| 2024-12-17 | Towards Vision-Language Geo-Foundation Model: A Survey | Y Zhou et.al | paper | code | detailresearchgate.net |
| 2024-12-16 | VLind-Bench: Measuring Language Priors in Large Vision-Language Models | K Lee et.al | paper | code | - |
| 2024-12-16 | How structured are the representations in transformer-based vision encoders? An analysis of multi-object representations in vision-language models | T Khajuria et.al | paper | code | - |
| 2024-12-16 | AlignMMBench: Evaluating Chinese Multimodal Alignment in Large Vision-Language Models | Y Wu et.al | paper | code | - |
| 2024-12-16 | MirrorCheck: Efficient Adversarial Defense for Vision-Language Models | S Fares et.al | paper | code | - |
| 2024-12-16 | LLAVIDAL: Benchmarking Large Language Vision Models for Daily Activities of Living | R Chakraborty et.al | paper | - | - |
| 2024-12-16 | OpenVLA: An Open-Source Vision-Language-Action Model | MJ Kim et.al | paper | code | - |
| 2024-12-16 | Generative AI-based Prompt Evolution Engineering Design Optimization With Vision-Language Model | M Wong et.al | paper | code | - |
| 2024-12-15 | VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks | J Wu et.al | paper | code | - |
| 2024-12-15 | RWKV-CLIP: A Robust Vision-Language Representation Learner | T Gu et.al | paper | code | - |