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Thanh-Toan Do

19 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

ECCV ×4AAAI ×2CVPR ×2ICLR ×2ACL ×1ACM MM ×1ASSETS ×1CHI ×1ECML-PKDD ×1EMNLP ×1ICML ×1NeurIPS ×1WACV ×1

Frequent coauthors

Trung Le
×9
Gustavo Carneiro
×6
Cuong C. Nguyen
×5
Dinh Phung
×4
Cuong Pham
×3
Tam V. Nguyen
×3
Zheng Zhang
×2
Kevin Wells
×2
David Rosewarne
×2
Minh-Quan Le
×2
Minh-Triet Tran
×2
Trung-Nghia Le
×2

Papers

  1. Coverage-Constrained Human-AI Cooperation with Multiple Experts
    AAAI 2026 ·
    Zheng Zhang
    ,
    Cuong C. Nguyen
    ,
    Kevin Wells
    , Thanh-Toan Do,
    David Rosewarne
    ,
    Gustavo Carneiro
  2. Layer-Wise High-Impact Parameter Ratio Optimization in Post-Training Quantization for Large Language Models
    ACL 2026 ·
    Cuong Pham
    ,
    Dung Anh Hoang
    ,
    Cuong C. Nguyen
    ,
    Trung Le
    ,
    Gustavo Carneiro
    , Thanh-Toan Do
  3. CamoFA: A Learnable Fourier-Based Augmentation for Camouflage Segmentation
    WACV 2025 ·
    Minh-Quan Le
    ,
    Minh-Triet Tran
    ,
    Trung-Nghia Le
    ,
    Tam V. Nguyen
    , Thanh-Toan Do
  4. Enhancing Dataset Distillation via Non-Critical Region Refinement
    CVPR 2025 ·
    Minh-Tuan Tran
    ,
    Trung Le
    ,
    Xuan-May Le
    , Thanh-Toan Do,
    Dinh Q. Phung
  5. Geometry-Aware Collaborative Multi-Solutions Optimizer for Model Fine-Tuning with Parameter Efficiency
    NeurIPS 2025 ·
    Van-Anh Nguyen
    ,
    Trung Le
    ,
    Mehrtash Harandi
    ,
    Ehsan Abbasnejad
    , Thanh-Toan Do,
    Dinh Phung
  6. MixLoRA-DSI: Dynamically Expandable Mixture-of-LoRA Experts for Rehearsal-Free Generative Retrieval over Dynamic Corpora
    EMNLP 2025 ·
    Tuan-Luc Huynh
    ,
    Thuy-Trang Vu
    ,
    Weiqing Wang
    ,
    Trung Le
    ,
    Dragan Gasevic
    ,
    Yuan-Fang Li
    , Thanh-Toan Do
  7. Multi-Perspective Data Augmentation for Few-shot Object Detection
    ICLR 2025 ·
    Anh-Khoa Nguyen Vu
    ,
    Quoc-Truong Truong
    ,
    Vinh-Tiep Nguyen
    ,
    Thanh Duc Ngo
    , Thanh-Toan Do,
    Tam V. Nguyen
  8. Multiverse Through Deepfakes: The MultiFakeVerse Dataset of Person-Centric Visual and Conceptual Manipulations
    ACM MM 2025 ·
    Parul Gupta
    ,
    Shreya Ghosh
    ,
    Tom Gedeon
    , Thanh-Toan Do,
    Abhinav Dhall
  9. Preserving Clusters in Prompt Learning for Unsupervised Domain Adaptation
    CVPR 2025 ·
    Tung-Long Vuong
    ,
    Hoang Phan
    ,
    Vy Vo
    ,
    Anh Bui
    , Thanh-Toan Do,
    Trung Le
    ,
    Dinh Phung
  10. Probabilistic Learning to Defer: Handling Missing Expert Annotations and Controlling Workload Distribution
    ICLR 2025 ·
    Cuong C. Nguyen
    , Thanh-Toan Do,
    Gustavo Carneiro
  11. PromptDSI: Prompt-Based Rehearsal-Free Continual Learning for Document Retrieval
    ECML-PKDD 2025 ·
    Tuan-Luc Huynh
    ,
    Thuy-Trang Vu
    ,
    Weiqing Wang
    ,
    Yinwei Wei
    ,
    Trung Le
    ,
    Dragan Gasevic
    ,
    Yuan-Fang Li
    , Thanh-Toan Do
  12. Smart Glasses for CVI: Co-Designing Extended Reality Solutions to Support Environmental Perception by People with Cerebral Visual Impairment
    ASSETS 2025 ·
    Bhanuka Gamage
    ,
    Nicola McDowell
    ,
    Dijana Kovacic
    ,
    Leona Holloway
    , Thanh-Toan Do,
    Arthur James Lowery
    ,
    Nicholas Price
    ,
    Kim Marriott
  13. Broadening Our View: Assistive Technology for Cerebral Visual Impairment
    CHI 2024 ·
    Bhanuka Gamage
    ,
    Leona Holloway
    ,
    Nicola McDowell
    , Thanh-Toan Do,
    Nicholas Seow Chiang Price
    ,
    Arthur James Lowery
    ,
    Kim Marriott
  14. DiffAugment: Diffusion Based Long-Tailed Visual Relationship Recognition
    ECCV 2024 ·
    Parul Gupta
    ,
    Tuan Nguyen
    ,
    Abhinav Dhall
    ,
    Munawar Hayat
    ,
    Trung Le
    , Thanh-Toan Do
  15. Instance-Dependent Noisy-Label Learning with Graphical Model Based Noise-Rate Estimation
    ECCV 2024 ·
    Arpit Garg
    ,
    Cuong Nguyen
    ,
    Rafael Felix
    , Thanh-Toan Do,
    Gustavo Carneiro
  16. Learning to Complement and to Defer to Multiple Users
    ECCV 2024 ·
    Zheng Zhang
    ,
    Wenjie Ai
    ,
    Kevin Wells
    ,
    David Rosewarne
    , Thanh-Toan Do,
    Gustavo Carneiro
  17. MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance Segmentation
    AAAI 2024 ·
    Minh-Quan Le
    ,
    Tam V. Nguyen
    ,
    Trung-Nghia Le
    , Thanh-Toan Do,
    Minh N. Do
    ,
    Minh-Triet Tran
  18. MetaAug: Meta-data Augmentation for Post-training Quantization
    ECCV 2024 ·
    Cuong Pham
    ,
    Hoang Anh Dung
    ,
    Cuong C. Nguyen
    ,
    Trung Le
    ,
    Dinh Phung
    ,
    Gustavo Carneiro
    , Thanh-Toan Do
  19. Sharpness-Aware Data Generation for Zero-shot Quantization
    ICML 2024 ·
    Hoang Anh Dung
    ,
    Cuong Pham
    ,
    Trung Le
    ,
    Jianfei Cai
    , Thanh-Toan Do