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Anton van den Hengel

University of Adelaide, Australia

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

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Venues

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

Frequent coauthors

Gaoxiang Cong
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Ta Duc Huy
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Townim Faisal Chowdhury
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Shan Zhang
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Zhedong Zhang
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Paul Albert
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Sameera Ramasinghe
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Mingkai Tian
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Zhen Zhang
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Shifeng Bao
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Xinyu Zhang
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Liang Chen
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Papers

  1. The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning
    EACL 2026 ·
    Mingkai Tian
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  2. Analytic DAG Constraints for Differentiable DAG Learning
    ICLR 2025 ·
    Zhen Zhang
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  3. CausalMVC: Causal Content-Style Representation Learning for Deep Multi-View Clustering
    ACM MM 2025 ·
    Shifeng Bao
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  4. EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing
    CVPR 2025 ·
    Gaoxiang Cong
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  5. FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing
    ACM MM 2025 ·
    Gaoxiang Cong
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  6. Interactive Medical Image Analysis with Concept-based Similarity Reasoning
    CVPR 2025 ·
    Ta Duc Huy
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  7. Let Your Video Listen to Your Music! - Beat-Aligned, Content-Preserving Video Editing with Arbitrary Music
    ACM MM 2025 ·
    Xinyu Zhang
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  8. Looking in the Mirror: A Faithful Counterfactual Explanation Method for Interpreting Deep Image Classification Models
    ICCV 2025 ·
    Townim Faisal Chowdhury
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  9. Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering
    CVPR 2025 ·
    Liang Chen
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  10. On the Value of Cross-Modal Misalignment in Multimodal Representation Learning
    NeurIPS 2025 ·
    Yichao Cai
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  11. Open-World Objectness Modeling Unifies Novel Object Detection
    CVPR 2025 ·
    Shan Zhang
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  12. PedCLIP: A Vision-Language Model for Pediatric X-Rays with Mixture of Body Part Experts
    MICCAI 2025 ·
    Ta Duc Huy
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  13. Primitive Vision: Improving Diagram Understanding in MLLMs
    ICML 2025 ·
    Shan Zhang
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  14. Prosody-Enhanced Acoustic Pre-training and Acoustic-Disentangled Prosody Adapting for Movie Dubbing
    CVPR 2025 ·
    Zhedong Zhang
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  15. RandLoRA: Full rank parameter-efficient fine-tuning of large models
    ICLR 2025 ·
    Paul Albert
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  16. Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding
    ICCV 2025 ·
    Ta Duc Huy
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  17. Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering
    CVPR 2025 ·
    Zhen Yang
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  18. Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling
    ICLR 2025 ·
    Cristian Rodriguez Opazo
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  19. Towards Higher Effective Rank in Parameter-Efficient Fine-Tuning Using Khatri-Rao Product
    ICCV 2025 ·
    Paul Albert
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  20. AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis
    MICCAI 2024 ·
    Townim F. Chowdhury
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  21. BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling
    AAAI 2024 ·
    Sameera Ramasinghe
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  22. CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation
    CVPR 2024 ·
    Townim Faisal Chowdhury
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  23. From Speaker to Dubber: Movie Dubbing with Prosody and Duration Consistency Learning
    ACM MM 2024 ·
    Zhedong Zhang
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  24. Identifiable Latent Polynomial Causal Models through the Lens of Change
    ICLR 2024 ·
    Yuhang Liu
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  25. Improving the Convergence of Dynamic NeRFs via Optimal Transport
    ICLR 2024 ·
    Sameera Ramasinghe
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  26. Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
    NeurIPS 2024 ·
    Frederic Z. Zhang
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  27. MARec: Metadata Alignment for cold-start Recommendation
    RecSys 2024 ·
    Julien Monteil
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  28. StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing
    ACL 2024 ·
    Gaoxiang Cong
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  29. ViewFusion: Towards Multi-View Consistency via Interpolated Denoising
    CVPR 2024 ·
    Xianghui Yang
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  30. Weakly Supervised Video Individual Counting
    CVPR 2024 ·
    Xinyan Liu
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