🧑‍🔬 Anton van den Hengel

🏛️ Affiliations

🎓The University of AdelaideAdelaide · Australia1980–2026 · 321 papersEducationEmploymentcurrent🎓Adelaide UniversityAdelaide · Australia2000–2026 · 10 paperscurrent🎓UNSW SydneySydney · Australia2026 · 1 papercurrent🔬Australian Centre for Robotic VisionBrisbane · Australia2015–2020 · 19 papers🏢AmazonSeattle · United States2022–2024 · 8 papers🏛️Australian Research CouncilCanberra · Australia2015 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments (2017 · 1,414 citations)
   The paper addresses how an agent can follow free-form spoken-style route directions using only what it sees inside real buildings it has never visited.
2. The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning (2026)
   Zero-shot video captioning means describing videos without training on paired video-text data. Current text-only approaches retrieve textual prompts through CLIP at a single level of detail, such as noun phrases or full sentences. As a result, their captions often capture one salient element and miss interactions or…

All works

22 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetDong Gong et al.2019 · 1,808 citations
2. Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environmentsIEEE Computer Society Conference on Computer Vision and Pattern RecognitionPeter Anderson, Qi Wu, Damien Teney, et al.2017 · 1,414 citations
3. Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetGuosheng Lin et al.2016 · 872 citations
4. Depth and surface normal estimation from monocular images using regression on deep features and hierarchical CRFs ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBo Li et al.2015 · 601 citations
5. What Value Do Explicit High Level Concepts Have in Vision to Language Problems? ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetQi Wu et al.2016 · 484 citations
6. Graph-Structured Representations for Visual Question Answering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDamien Teney, Lingqiao Liu, Anton van den Hengel2017 · 476 citations
7. From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDong Gong et al.2017 · 448 citations
8. Learning to rank in person re-identification with metric ensembles ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel2015 · 396 citations
9. Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge from External Sources ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetQi Wu et al.2016 · 384 citations
10. Attention-Guided Network for Ghost-Free High Dynamic Range Imaging ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetQingsen Yan et al.2019 · 317 citations
11. Explicit Knowledge-based Reasoning for Visual Question Answering ↗International Joint Conference on Artificial Intelligence · no summary yetPeng Wang et al.2015 · 278 citations
12. Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPeng Wang et al.2019 · 274 citations
13. Part-Based Visual Tracking with Online Latent Structural Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRui Yao et al.2013 · 200 citations
14. Less is More: Zero-Shot Learning from Online Textual Documents with Noise Suppression ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRuizhi Qiao et al.2016 · 183 citations
15. The treasure beneath convolutional layers: Cross-convolutional-layer pooling for image classification ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLingqiao Liu, Chunhua Shen, Anton van den Hengel2015 · 180 citations
16. Multi-attention Network for One Shot Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPeng Wang et al.2017 · 96 citations
17. Blind Image Deconvolution by Automatic Gradient Activation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDong Gong et al.2016 · 86 citations
18. Learning Compact Binary Codes for Visual Tracking ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXi Li et al.2013 · 77 citations
19. Infinite Variational Autoencoder for Semi-Supervised Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetM. Ehsan Abbasnejad, Anthony Dick, Anton van den Hengel2017 · 70 citations
20. Unshuffling Data for Improved Generalization in Visual Question Answering ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetDamien Teney, Ehsan Abbasnejad, Anton van den Hengel2021 · 66 citations
21. Mining Mid-level Visual Patterns with Deep CNN Activations ↗International Journal of Computer Vision · no summary yetYao Li et al.2016 · 51 citations
22. The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video CaptioningFindings of the Association for Computational LinguisticsMingkai Tian, Guorong Li, Yuankai Qi, et al.2026

🤝 Co-authors here

6 co-authors with a page, the most papers together first.

• Ian D. Reid
• Mark Johnson
• Mingkai Tian
• Peter Anderson
• Qi Wu
• Stephen Gould

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×16
• IEEE/CVF International Conference on Computer Vision (ICCV) ×2
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• IEEE Computer Society Conference on Computer Vision and Pattern Recognition: IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017
• International Joint Conference on Artificial Intelligence
• International Journal of Computer Vision

🔗 Cited by

Papers of our library cite their works 503 times (of the 149,439 papers whose bibliographies we read); 41 citing papers with a page here →.

Updated 1 November 2026

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