WC
Wei-Lun Chao
cs.CVcs.LGcs.AIcs.CLartificial intelligenceIPMNcs.ROstat.MLArtificial Intelligencemachine learning
On Valency
published · living versionsW_rahyxusw·v1 · currentpublished
W_5vmvd8u8·v1published
Preprints & journals
99 papers in the corpus · 2014–2026Ontic state recovery through prediction2610.27139v1 · Ping Zhang, Quang-Huy Nguyen, Yingtie Lei et al.2026 · 0 citationsarXivon Valency
Representing short-term movement to reveal animal identity and learning progress2610.27140v1 · Ping Zhang, Quang-Huy Nguyen, Yingtie Lei et al.2026 · 0 citationsarXivon Valency
Mind the Tail: Data Selection Through Sparse Concepts2610.21007v1 · Ziheng Zhang, Neha Hulkund, Colin Lee et al.2026 · 0 citationsarXiv
Probing Identity-Specific Motion Signatures: A Controlled Diagnostic Study2607.03633v1 · Yingtie Lei, Fangxun Liu, Baicheng Wu et al.2026 · 0 citationsarXiv
GS-Surrogate: Deformable Gaussian Splatting for Parameter Space Exploration of Ensemble Simulations2604.06358v1 · Ziwei Li, Rumali Perera, Angus Forbes et al.2026 · 0 citationsarXiv
On the Feasibility and Opportunity of Autoregressive 3D Object Detection2603.07985v1 · Zanming Huang, Jinsu Yoo, Sooyoung Jeon et al.2026 · 0 citationsarXiv
Federated Inverse Probability Treatment Weighting for Individual Treatment Effect Estimation.42022184 · Yin, Changchang, Chen, Hong-You, Chao, Wei-Lun et al.2026 · 0 citationsACM transactions on intelligent systems and technology. 2026;17(2)
A Rigorous Behavior Assessment of CNNs Using a Data-Domain Sampling Regime.41325111 · Jiang, Shuning, Chao, Wei-Lun, Haehn, Daniel et al.2025 · 0 citationsIEEE transactions on visualization and computer graphics. 2025;PP
Preoperative Prediction of Subtype and Artificial Intelligence-Driven Endomicroscopy Detection of Advanced Neoplasia in Intraductal Papillary Mucinous Neoplasms.41868815 · Koehler, Bryn D, Chen, Wei, Esnakula, Ashwini K et al.2026 · 2 citationsTechniques and innovations in gastrointestinal endoscopy. 2026;28(2)
Splannequin: Freezing Monocular Mannequin-Challenge Footage with Dual-Detection Splatting2512.05113v2 · Hao-Jen Chien, Yi-Chuan Huang, Chung-Ho Wu et al.2025 · 1 citationarXiv
Continual Unlearning for Text-to-Image Diffusion Models: A Regularization Perspective2511.07970v2 · Justin Lee, Zheda Mai, Jinsu Yoo et al.2025 · 0 citationsarXiv
FA-INR: Adaptive Implicit Neural Representations for Interpretable Exploration of Simulation Ensembles2506.06858v3 · Ziwei Li, Yuhan Duan, Tianyu Xiong et al.2025 · 0 citationsarXiv
TaxaDiffusion: Progressively Trained Diffusion Model for Fine-Grained Species Generation2506.01923v2 · Amin Karimi Monsefi, Mridul Khurana, Rajiv Ramnath et al.2025 · 1 citationarXiv
BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning2505.23883v2 · Jianyang Gu, Samuel Stevens, Elizabeth G Campolongo et al.2025 · 8 citationsarXiv
Towards automating risk stratification of intraductal papillary mucinous Neoplasms: Artificial intelligence advances beyond human expertise with confocal laser endomicroscopy.40447463 · Krishna, Somashekar G, Abdelbaki, Ahmed, Li, Ziwei et al.2025 · 12 citationsPancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.]. 2025;25(5):658-666
Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene2502.06682v2 · Tai-Yu Pan, Sooyoung Jeon, Mengdi Fan et al.2025 · 1 citationarXiv
Interpretable and Testable Vision Features via Sparse Autoencoders2502.06755v2 · Samuel Stevens, Wei-Lun Chao, Tanya Berger-Wolf et al.2025 · 0 citationsarXiv
Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis2501.09333v2 · Arpita Chowdhury, Dipanjyoti Paul, Zheda Mai et al.2025 · 8 citationsarXiv
Static Segmentation by Tracking: A Label-Efficient Approach for Fine-Grained Specimen Image Segmentation2501.06749v2 · Zhenyang Feng, Zihe Wang, Jianyang Gu et al.2025 · 0 citationsarXiv
Artificial Intelligence Advances Digital Pathomics for Confocal Endomicroscopy Diagnosis of Pancreatic Cysts.41312297 · Abdelbaki, Ahmed, Li, Ziwei, Pan, Tai-Yu et al.2026 · 5 citationsTechniques and innovations in gastrointestinal endoscopy. 2025;27(3)
Learning 3D Perception from Others' Predictions2410.02646v3 · Jinsu Yoo, Zhenyang Feng, Tai-Yu Pan et al.2024 · 0 citationsarXiv
KnobGen: Controlling the Sophistication of Artwork in Sketch-Based Diffusion Models2410.01595v3 · Pouyan Navard, Amin Karimi Monsefi, Mengxi Zhou et al.2024 · 1 citationarXiv
Fine-Tuning is Fine, if Calibrated2409.16223v3 · Zheda Mai, Arpita Chowdhury, Ping Zhang et al.2024 · 6 citationsarXiv
Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition2409.16434v5 · Zheda Mai, Ping Zhang, Cheng-Hao Tu et al.2024 · 12 citationsarXiv
FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction2409.11509v2 · Ziwei Li, Xiaoqi Wang, Hong-You Chen et al.2024 · 0 citationsarXiv
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning2409.10362v3 · Amin Karimi Monsefi, Mengxi Zhou, Nastaran Karimi Monsefi et al.2024 · 1 citationarXiv
Effectiveness of Machine Learning in Predicting Orthodontic Tooth Extractions: A Multi-Institutional Study.39329630 · Etemad, Lily E, Heiner, J Parker, Amin, A A et al.2024 · 18 citationsBioengineering (Basel, Switzerland). 2024;11(9)
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images2408.16176v1 · M. Maruf, Arka Daw, Kazi Sajeed Mehrab et al.2024 · 3 citationsarXiv
Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution2408.00160v1 · Mridul Khurana, Arka Daw, M. Maruf et al.2024 · 5 citationsarXiv
Jigsaw Game: Federated Clustering2407.12764v1 · Jinxuan Xu, Hong-You Chen, Wei-Lun Chao et al.2024 · 1 citationarXiv
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images2407.08027v2 · Kazi Sajeed Mehrab, M. Maruf, Arka Daw et al.2024 · 13 citationsarXiv
Dual-View Visual Contextualization for Web Navigation2402.04476v2 · Jihyung Kil, Chan Hee Song, Boyuan Zheng et al.2024 · 4 citationsarXiv
Few-Shot Learning With a Strong Teacher.35298376 · Ye, Han-Jia, Ming, Lu, Zhan, De-Chuan et al.2024 · 82 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(3):1425-1440
Detecting Out-of-Distribution Objects through Class-Conditioned Inpainting2402.03292v4 · Quang-Huy Nguyen, Jin Peng Zhou, Zhenzhen Liu et al.2024 · 0 citationsarXiv
Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs2401.00608v5 · Vardaan Pahuja, Weidi Luo, Yu Gu et al.2023 · 5 citationsarXiv
BioCLIP: A Vision Foundation Model for the Tree of Life2311.18803v3 · Samuel Stevens, Jiaman Wu, Matthew J Thompson et al.2023 · 146 citationsarXiv
Pre-Training LiDAR-Based 3D Object Detectors Through Colorization2310.14592v2 · Tai-Yu Pan, Chenyang Ma, Tianle Chen et al.2023 · 0 citationsarXiv
FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows2310.13248v1 · Yuxiao Qu, Jinmeng Rao, Song Gao et al.2023 · 7 citationsACM SIGSPATIAL GeoAI 2023
Improving Pancreatic Cyst Management: Artificial Intelligence-Powered Prediction of Advanced Neoplasms through Endoscopic Ultrasound-Guided Confocal Endomicroscopy.37887627 · Jiang, Joanna, Chao, Wei-Lun, Cao, Troy et al.2024 · 9 citationsBiomimetics (Basel, Switzerland). 2023;8(6)
Unsupervised Domain Adaptation for Self-Driving from Past Traversal Features2309.12140v1 · Travis Zhang, Katie Luo, Cheng Perng Phoo et al.2023 · 2 citationsarXiv
Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks2306.03228v1 · Mohannad Elhamod, Mridul Khurana, Harish Babu Manogaran et al.2023 · 10 citationsarXiv
Probabilistic Uncertainty Quantification of Prediction Models with Application to Visual Localization2305.20044v2 · Junan Chen, Josephine Monica, Wei-Lun Chao et al.2023 · 6 citationsarXiv
Towards Open-World Segmentation of Parts2305.16804v1 · Tai-Yu Pan, Qing Liu, Wei-Lun Chao et al.2023 · 11 citationsarXiv
Segment Anything Model (SAM) Enhanced Pseudo Labels for Weakly Supervised Semantic Segmentation2305.05803v4 · Tianle Chen, Zheda Mai, Ruiwen Li et al.2023 · 40 citationsarXiv
Artificial Intelligence in the Diagnosis and Treatment of Pancreatic Cystic Lesions and Adenocarcinoma.37173876 · Jiang, Joanna, Chao, Wei-Lun, Culp, Stacey et al.2023 · 38 citationsCancers. 2023;15(9)
Federated Learning of Shareable Bases for Personalization-Friendly Image Classification2304.07882v2 · Hong-You Chen, Jike Zhong, Mingda Zhang et al.2023 · 0 citationsarXiv
Unified Out-Of-Distribution Detection: A Model-Specific Perspective2304.06813v2 · Reza Averly, Wei-Lun Chao2023 · 14 citationsarXiv
Learning Fractals by Gradient Descent2303.12722v1 · Cheng-Hao Tu, Hong-You Chen, David Carlyn et al.2023 · 3 citationsarXiv
Making Batch Normalization Great in Federated Deep Learning2303.06530v4 · Jike Zhong, Hong-You Chen, Wei-Lun Chao2023 · 6 citationsarXiv
Active and Low-Cost Hyperspectral Imaging for the Spectral Analysis of a Low-Light Environment.36772477 · Tang, Yang, Song, Shuang, Gui, Shengxi et al.2023 · 70 citationsSensors (Basel, Switzerland). 2023;23(3)
Career total: 128 works. 99 are in this corpus.Showing the 50 most recent.
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