CoLLAs 2026 (Conference on Lifelong Learning Agents) will take place on 14–17 September 2026 at POLITEHNICA Bucharest.
Conference website Sponsors …
News
All team updates, publications, blog posts and more in one place!
Romanian AI Days 2026 will take place on 18-19 September 2026 at POLITEHNICA Bucharest.
Event website BRAIT thesis awards
Links: arXiv GitHub
Abstract Pretrained self-supervised representations have emerged as a core component of current deepfake detection methods, yet it …
Academic
Generalization & Interpretability
Pathways of Visual Information Flow in Vision-Language Models
Links: arXiv
Abstract We study how visual information is routed in vision-language models (VLMs). Using causal patching on controlled synthetic and …
Academic
Deepfake Detection
Anchoring the Unknown: Open-Set Model Attribution via Proxy-Anchor Learning
Links: arXiv
Abstract The proliferation of text-to-speech (TTS) systems capable of generating realistic synthetic speech poses growing challenges for …
Academic
Generalization & Interpretability
idSCD: Identifying Training Datasets through Semantic Correlation Descriptors
Links: arXiv
Abstract Can a dataset be recognized from the spurious correlations it induces during training? We argue that datasets leave …
Academic
Generalization & Interpretability
How the Optimizer Shapes Learned Solutions in Equivariant Neural Networks
Links: arXiv
Abstract Equivariant neural networks encode geometric symmetries by construction, yet they are often difficult to optimize and can …
Academic
Natural Language Processing
Protein Fold Classification at Scale: Benchmarking and Pretraining
Links: arXiv GitHub
Abstract Classifying protein topology is essential for deciphering biological function, but progress is held back by the lack of …
Community
DeepFMI 2026 project posters
Final project posters from the DeepFMI 2026 edition are now online! View the gallery.
Links: arXiv
Abstract Learning from a sequence of interactions, as soon as observations are perceived and acted upon, without explicitly storing them, …