PPaperPicks

Anton van den Hengel

University of Adelaide, Australia

30 papers at tracked venues · 26 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3027-8364 ↗Google Scholar ↗Homepage ↗

Venues

CVPR ×9ICLR ×5ACM MM ×4ICCV ×3MICCAI ×2NeurIPS ×2AAAI ×1ACL ×1EACL ×1ICML ×1RecSys ×1

Frequent coauthors

Yuankai Qi
×11
Qingming Huang
×6
Liang Li
×6
Zhibin Liao
×6
Johan W. Verjans
×6
Minh-Son To
×6
Vu Minh Hieu Phan
×5
Qi Chen
×4
Gaoxiang Cong
×4
Zhedong Zhang
×4
Yutong Xie
×4
Ehsan Abbasnejad
×4

Papers

  1. The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning
    EACL 2026 ·
    Mingkai Tian
    ,
    Guorong Li
    ,
    Yuankai Qi
    , Anton van den Hengel,
    Qingming Huang
  2. Analytic DAG Constraints for Differentiable DAG Learning
    ICLR 2025 ·
    Zhen Zhang
    ,
    Ignavier Ng
    ,
    Dong Gong
    ,
    Yuhang Liu
    ,
    Mingming Gong
    ,
    Biwei Huang
    ,
    Kun Zhang
    , Anton van den Hengel,
    Javen Qinfeng Shi
  3. CausalMVC: Causal Content-Style Representation Learning for Deep Multi-View Clustering
    ACM MM 2025 ·
    Shifeng Bao
    ,
    Zhe Xue
    ,
    Qi Chen
    ,
    Shilong Ou
    ,
    Amin Beheshti
    ,
    Quan Z. Sheng
    , Anton van den Hengel,
    Yuankai Qi
  4. EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing
    CVPR 2025 ·
    Gaoxiang Cong
    ,
    Jiadong Pan
    ,
    Liang Li
    ,
    Yuankai Qi
    ,
    Yuxin Peng
    , Anton van den Hengel,
    Jian Yang
    ,
    Qingming Huang
  5. FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing
    ACM MM 2025 ·
    Gaoxiang Cong
    ,
    Liang Li
    ,
    Jiadong Pan
    ,
    Zhedong Zhang
    ,
    Amin Beheshti
    , Anton van den Hengel,
    Yuankai Qi
    ,
    Qingming Huang
  6. Interactive Medical Image Analysis with Concept-based Similarity Reasoning
    CVPR 2025 ·
    Ta Duc Huy
    ,
    Sen Kim Tran
    ,
    Phan Nguyen
    ,
    Nguyen Hoang Tran
    ,
    Tran Bao Sam
    , Anton van den Hengel,
    Zhibin Liao
    ,
    Johan W. Verjans
    ,
    Minh-Son To
    ,
    Vu Minh Hieu Phan
  7. Let Your Video Listen to Your Music! - Beat-Aligned, Content-Preserving Video Editing with Arbitrary Music
    ACM MM 2025 ·
    Xinyu Zhang
    ,
    Dong Gong
    ,
    Zicheng Duan
    , Anton van den Hengel,
    Lingqiao Liu
  8. Looking in the Mirror: A Faithful Counterfactual Explanation Method for Interpreting Deep Image Classification Models
    ICCV 2025 ·
    Townim Faisal Chowdhury
    ,
    Vu Minh Hieu Phan
    ,
    Kewen Liao
    ,
    Nanyu Dong
    ,
    Minh-Son To
    , Anton van den Hengel,
    Johan W. Verjans
    ,
    Zhibin Liao
  9. Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering
    CVPR 2025 ·
    Liang Chen
    ,
    Zhe Xue
    ,
    Yawen Li
    ,
    Meiyu Liang
    ,
    Yan Wang
    , Anton van den Hengel,
    Yuankai Qi
  10. On the Value of Cross-Modal Misalignment in Multimodal Representation Learning
    NeurIPS 2025 ·
    Yichao Cai
    ,
    Yuhang Liu
    ,
    Erdun Gao
    ,
    Tianjiao Jiang
    ,
    Zhen Zhang
    , Anton van den Hengel,
    Javen Qinfeng Shi
  11. Open-World Objectness Modeling Unifies Novel Object Detection
    CVPR 2025 ·
    Shan Zhang
    ,
    Yao Ni
    ,
    Jinhao Du
    ,
    Yuan Xue
    ,
    Philip Torr
    ,
    Piotr Koniusz
    , Anton van den Hengel
  12. PedCLIP: A Vision-Language Model for Pediatric X-Rays with Mixture of Body Part Experts
    MICCAI 2025 ·
    Ta Duc Huy
    ,
    Abin Shoby
    ,
    Sen Kim Tran
    ,
    Yutong Xie
    ,
    Qi Chen
    ,
    Phi Le Nguyen
    ,
    Akshay Gole
    ,
    Lingqiao Liu
    ,
    Antonios Perperidis
    ,
    Mark Friswell
    ,
    Rebecca Linke
    ,
    Andrea Glynn
    ,
    Minh-Son To
    , Anton van den Hengel,
    Johan Verjans
    ,
    Zhibin Liao
    ,
    Minh Hieu Phan
  13. Primitive Vision: Improving Diagram Understanding in MLLMs
    ICML 2025 ·
    Shan Zhang
    ,
    Aotian Chen
    ,
    Yanpeng Sun
    ,
    Jindong Gu
    ,
    Yi-Yu Zheng
    ,
    Piotr Koniusz
    ,
    Kai Zou
    , Anton van den Hengel,
    Yuan Xue
  14. Prosody-Enhanced Acoustic Pre-training and Acoustic-Disentangled Prosody Adapting for Movie Dubbing
    CVPR 2025 ·
    Zhedong Zhang
    ,
    Liang Li
    ,
    Chenggang Yan
    ,
    Chunshan Liu
    , Anton van den Hengel,
    Yuankai Qi
  15. RandLoRA: Full rank parameter-efficient fine-tuning of large models
    ICLR 2025 ·
    Paul Albert
    ,
    Frederic Z. Zhang
    ,
    Hemanth Saratchandran
    ,
    Cristian Rodriguez Opazo
    , Anton van den Hengel,
    Ehsan Abbasnejad
  16. Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding
    ICCV 2025 ·
    Ta Duc Huy
    ,
    Duy Anh Huynh
    ,
    Yutong Xie
    ,
    Yuankai Qi
    ,
    Qi Chen
    ,
    Phi Le Nguyen
    ,
    Sen Kim Tran
    ,
    Son Lam Phung
    , Anton van den Hengel,
    Zhibin Liao
    ,
    Minh-Son To
    ,
    Johan W. Verjans
    ,
    Vu Minh Hieu Phan
  17. Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering
    CVPR 2025 ·
    Zhen Yang
    ,
    Zhuo Tao
    ,
    Qi Chen
    ,
    Liang Li
    ,
    Yuankai Qi
    , Anton van den Hengel,
    Qingming Huang
  18. Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling
    ICLR 2025 ·
    Cristian Rodriguez Opazo
    ,
    Ehsan Abbasnejad
    ,
    Damien Teney
    ,
    Hamed Damirchi
    ,
    Edison Marrese-Taylor
    , Anton van den Hengel
  19. Towards Higher Effective Rank in Parameter-Efficient Fine-Tuning Using Khatri-Rao Product
    ICCV 2025 ·
    Paul Albert
    ,
    Frederic Z. Zhang
    ,
    Hemanth Saratchandran
    , Anton van den Hengel,
    Ehsan Abbasnejad
  20. AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis
    MICCAI 2024 ·
    Townim F. Chowdhury
    ,
    Vu Minh Hieu Phan
    ,
    Kewen Liao
    ,
    Minh-Son To
    ,
    Yutong Xie
    , Anton van den Hengel,
    Johan W. Verjans
    ,
    Zhibin Liao
  21. BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling
    AAAI 2024 ·
    Sameera Ramasinghe
    ,
    Violetta Shevchenko
    ,
    Gil Avraham
    , Anton van den Hengel
  22. CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation
    CVPR 2024 ·
    Townim Faisal Chowdhury
    ,
    Kewen Liao
    ,
    Vu Minh Hieu Phan
    ,
    Minh-Son To
    ,
    Yutong Xie
    ,
    Kevin Hung
    ,
    David Ross
    , Anton van den Hengel,
    Johan W. Verjans
    ,
    Zhibin Liao
  23. From Speaker to Dubber: Movie Dubbing with Prosody and Duration Consistency Learning
    ACM MM 2024 ·
    Zhedong Zhang
    ,
    Liang Li
    ,
    Gaoxiang Cong
    ,
    Haibing Yin
    ,
    Yuhan Gao
    ,
    Chenggang Yan
    , Anton van den Hengel,
    Yuankai Qi
  24. Identifiable Latent Polynomial Causal Models through the Lens of Change
    ICLR 2024 ·
    Yuhang Liu
    ,
    Zhen Zhang
    ,
    Dong Gong
    ,
    Mingming Gong
    ,
    Biwei Huang
    , Anton van den Hengel,
    Kun Zhang
    ,
    Javen Qinfeng Shi
  25. Improving the Convergence of Dynamic NeRFs via Optimal Transport
    ICLR 2024 ·
    Sameera Ramasinghe
    ,
    Violetta Shevchenko
    ,
    Gil Avraham
    ,
    Hisham Husain
    , Anton van den Hengel
  26. Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
    NeurIPS 2024 ·
    Frederic Z. Zhang
    ,
    Paul Albert
    ,
    Cristian Rodriguez Opazo
    , Anton van den Hengel,
    Ehsan Abbasnejad
  27. MARec: Metadata Alignment for cold-start Recommendation
    RecSys 2024 ·
    Julien Monteil
    ,
    Volodymyr Vaskovych
    ,
    Wentao Lu
    ,
    Anirban Majumder
    , Anton van den Hengel
  28. StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing
    ACL 2024 ·
    Gaoxiang Cong
    ,
    Yuankai Qi
    ,
    Liang Li
    ,
    Amin Beheshti
    ,
    Zhedong Zhang
    , Anton van den Hengel,
    Ming-Hsuan Yang
    ,
    Chenggang Yan
    ,
    Qingming Huang
  29. ViewFusion: Towards Multi-View Consistency via Interpolated Denoising
    CVPR 2024 ·
    Xianghui Yang
    ,
    Yan Zuo
    ,
    Sameera Ramasinghe
    ,
    Loris Bazzani
    ,
    Gil Avraham
    , Anton van den Hengel
  30. Weakly Supervised Video Individual Counting
    CVPR 2024 ·
    Xinyan Liu
    ,
    Guorong Li
    ,
    Yuankai Qi
    ,
    Ziheng Yan
    ,
    Zhenjun Han
    , Anton van den Hengel,
    Ming-Hsuan Yang
    ,
    Qingming Huang