News

7 papers from the Centre of Multimodal AI have been accepted and are to be presented in the main conference

• A Secure Image Watermarking Framework with Statistical Guarantees via Adversarial Attacks on Secret Key Networks. Feiyu Chen· Wei Lin · Ziquan Liu · Antoni Chan
• RAVE: Residual Vector Embedding for CLIP-Guided Backlit Image Enhancement. Tatiana Gaintseva · Martin Benning · Gregory Slabaugh. https://github.com/Atmyre/RAVE
• SHINE: Saliency-aware HIerarchical NEgative Ranking for Compositional Temporal Grounding. Zixu Cheng · Yujiang Pu · Shaogang Gong · Parisa Kordjamshidi · Yu Kong, https://github.com/zxccade/SHINE
• Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion. Yu Cao · Shaogang Gong, https://yucao16.github.io/CRDI/
• RoGUENeRF: A Robust Geometry-Consistent Universal Enhancer for NeRF. Sibi Catley-Chandar · Richard Shaw · Gregory Slabaugh · Eduardo Pellitero
• CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs, Yassine Ouali · Adrian Bulat · Brais Martinez · Georgios Tzimiropoulos
• Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing. Ioannis Metaxas · Georgios Tzimiropoulos · Ioannis Patras. https://github.com/ManiadisG/ExCB

5 papers have been accepted and are to be presented in workshops

• Are CLIP features all you need for Universal Synthetic Image Origin Attribution? Dario Cioni, Christos Tzelepis, Lorenzo Seidenari, Ioannis Patras. At: Trust What You Learn Workshop. Best paper award, https://ciodar.github.io/UniversalAttribution/
• MM2Latent: Text-to-facial image generation and editing in GANs with multimodal assistance, Advances in Image Manipulation workshop (AIM) Workshop https://github.com/Open-Debin/MM2Latent
• Adaptive Multi-Modal Control of Digital Human Hand Synthesis using a Region-Aware Cycle Loss, Observing and Understanding Hands in Action (HANDS) Workshop, Qifan Fu · Xiaohang Yang · Muhammad Asad · Changjae Oh · Shanxin Yuan · Gregory Slabaugh
• Segmenting Object Affordances: Reproducibility and Sensitivity to Scale. At: 12th International Workshop on Assistive Computer Vision and Robotics. Tommaso Apicella · Alessio Xompero · Paolo Gastaldo · Andrea Cavallaro
• Adversarial Policy Generation in Automated Parking. At: Multimodal Perception and Comprehension of Corner Cases in Autonomous Driving. Alessandro Pighetti · Francesco Bellotti · Riccardo Berta · Andrea Cavallaro · Luca Lazzaroni · Changjae Oh

Workshop Organization

• 7th Workshop and Competition on Affective Behavior Analysis in-the-wild, Dimitrios Kollias, https://affective-behavior-analysis-in-the-wild.github.io/7th/