publications

Preprints

1. arXiv

   

   View-Consistent Diffusion Representations for 3D-Consistent Video Generation

   Duolikun Danier, Ge Gao, Steven McDonagh, Changjian Li, Hakan Bilen, and Oisin Mac Aodha

   2025

   arXiv Paper Website

Papers

1. ECCV

   

   Training-free Discriminative Patch Mining for Robust Few-Shot Recognition with CLIP

   Zhenzhang Ye, Duolikun Danier, Bo Zhao, and Hakan Bilen

   ECCV, 2026
2. CVPR Findings

   

   MoonSeg3R: Monocular Online Zero-Shot Segment Anything in 3D with Reconstructive Foundation Priors

   Zhipeng Du, Duolikun Danier, Jan Eric Lenssen, and Hakan Bilen

   CVPR Findings, 2026

   arXiv Paper
3. ICRA

   

   The Temporal Trap: Entanglement in Pre-Trained Visual Representations for Visuomotor Policy Learning

   Nikolaos Tsagkas, Andreas Sochopoulos, Duolikun Danier, Chris Xiaoxuan Lu, and Oisin Mac Aodha

   ICRA, 2026

   arXiv Code Website
4. IROS

   

   Attentive Feature Aggregation or: How Policies Learn to Stop Worrying about Robustness and Attend to Task-Relevant Visual Cues

   Nikolaos Tsagkas, Andreas Sochopoulos, Duolikun Danier, Sethu Vijayakumar, Alexandros Kouris, Oisin Mac Aodha, and 1 more author

   IROS, 2026

   arXiv Code Website
5. ISCAS

   

   GFix: Perceptually Enhanced Gaussian Splatting Video Compression

   Siyue Teng, Ge Gao, Duolikun Danier, Yuxuan Jiang, Fan Zhang, Thomas Davis, and 2 more authors

   ISCAS, 2026

   arXiv Paper
6. ICMR

   

   SAM3-LiteText: An Anatomical Study of the SAM3 Text Encoder for Efficient Vision-Language Segmentation

   Chengxi Zeng, Yuxuan Jiang, Ge Gao, Shuai Wang, Duolikun Danier, Bin Zhu, and 3 more authors

   ICMR, 2026

   arXiv Code Paper Website
7. CVPR

   

   DepthCues: Evaluating Monocular Depth Perception in Large Vision Models

   Duolikun Danier, Mehmet Aygün, Changjian Li, Hakan Bilen, and Oisin Mac Aodha

   CVPR, 2025

   arXiv Code Data Paper Website
8. CVPR Workshop

   

   When Pre-trained Visual Representations Fall Short: Limitations in Visuo-Motor Robot Learning

   Nikolaos Tsagkas, Andreas Sochopoulos, Duolikun Danier, Chris Xiaoxuan Lu, and Oisin Mac Aodha

   CVPR Embodied AI Workshop (Oral), 2025

   arXiv Paper Website
9. WACV

   

   MVAD: A Multiple Visual Artifact Detector for Video Streaming

   Chen Feng, Duolikun Danier, Fan Zhang, and David Bull

   WACV, 2025

   arXiv Paper Website
10. ISCAS

    

    Enhancing HDR Video Compression based on Deep Effective Bit Depth Adaptation

    Chen Feng, Zihao Qi, Duolikun Danier, Fan Zhang, Xin Xu, Shaohui Liu, and 1 more author

    ISCAS, 2025

    arXiv
11. ECCV Workshop

    

    RMT-BVQA: Recurrent Memory Transformer-based Blind Video Quality Assessment for Enhanced Video Content

    Tianhao Peng, Chen Feng, Duolikun Danier, Fan Zhang, and David Bull

    ECCV AIM Workshop, 2024

    arXiv Paper
12. AAAI

    

    LDMVFI: Video Frame Interpolation with Latent Diffusion Models

    Duolikun Danier, Fan Zhang, and David Bull

    AAAI, 2024

    arXiv Code Paper
13. TIP

    

    BVI-VFI: A Video Quality Database for Video Frame Interpolation

    Duolikun Danier, Fan Zhang, and David Bull

    IEEE Transactions on Image Processing, 2023

    arXiv Data Paper
14. CVPR

    

    ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation

    Duolikun Danier, Fan Zhang, and David Bull

    CVPR, 2022

    arXiv Code Paper
15. WACV

    

    RankDVQA: Deep VQA based on Ranking-inspired Hybrid Training

    Chen Feng, Duolikun Danier, Fan Zhang, and David Bull

    WACV, 2024

    arXiv Code Paper
16. PCS

    

    Full-reference video quality assessment for user generated content transcoding

    Zihao Qi, Chen Feng, Duolikun Danier, Fan Zhang, Xin Xu, Shaohui Liu, and 1 more author

    PCS, 2024

    arXiv
17. PCS

    

    BVI-Artefact: An artefact detection benchmark dataset for streamed videos

    Chen Feng, Duolikun Danier, Fan Zhang, Alex Mackin, Andrew Collins, and David Bull

    PCS, 2024

    arXiv
18. PCS

    

    RankDVQA-mini: knowledge distillation-driven deep video quality assessment

    Chen Feng, Duolikun Danier, Haotian Wang, Fan Zhang, Bertrand Vallade, Alex Mackin, and 1 more author

    PCS, 2024

    arXiv
19. NeurIPS Workshop

    

    Score Normalization for a Faster Diffusion Exponential Integrator Sampler

    Guoxuan Xia, Duolikun Danier, Ayan Das, Stathi Fotiadis, Farhang Nabiei, Ushnish Sengupta, and 1 more author

    NeurIPS Workshop on Diffusion Models, 2023

    arXiv Code Paper
20. PCS

    

    FloLPIPS: A Bespoke Video Quality Metric for Frame Interpoation

    Duolikun Danier, Fan Zhang, and David Bull

    IEEE Picture Coding Symposium, 2022

    Award arXiv Code Paper
21. ICIP

    

    A Subjective Quality Study for Video Frame Interpolation

    Duolikun Danier, Fan Zhang, and David Bull

    ICIP, 2022

    arXiv Data Paper
22. ICIP

    

    Enhancing Deformable Convolution based Video Frame Interpolation with Coarse-to-fine 3D CNN

    Duolikun Danier, Fan Zhang, and David Bull

    ICIP, 2022

    arXiv Code Paper
23. ICIP

    

    ST-MFNet Mini: Knowledge Distillation-Driven Frame Interpolation

    Crispian Morris, Duolikun Danier, Fan Zhang, and David Bull

    ICIP, 2023

    arXiv Code Paper
24. ISCAS

    

    ViSTRA3: Video Coding with Deep Parameter Adaptation and Post Processing

    Chen Feng, Duolikun Danier, Fan Zhang, and David Bull

    ISCAS, 2022

    arXiv Paper
25. PCS

    

    Texture-aware Video Frame Interpolation

    Duolikun Danier, and David Bull

    IEEE Picture Coding Symposium, 2021

    arXiv Paper
26. ICML Workshop

    

    You Need Only Uncertain Answers: Data Efficient Multilingual Question Answering

    Zhihao Lyu, Duolikun Danier, Bowei Dai, Yuan Yao, Pasquale Minervini, Tim Z Xiao, and 1 more author

    ICML Workshop on Uncertainty and Robustness in Deep Learning, 2020

    Paper