Art Creation with Multi-Conditional StyleGANs. - Konstantin Dobler; Florian Hübscher; Jan Westphal; Alejandro Sierra Múnera; Gerard de Melo; Ralf Krestel (IJCAI, 2022)

FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models. - Konstantin Dobler; Gerard de Melo (EMNLP, 2023)

FOCUS: Effective Embedding Initialization for Specializing Pretrained Multilingual Models on a Single Language. - Konstantin Dobler; Gerard de Melo (CoRR, 2023)

Efficient Parallelization Layouts for Large-Scale Distributed Model Training. - Johannes Hagemann; Samuel Weinbach; Konstantin Dobler; Maximilian Schall; Gerard de Melo (CoRR, 2023)

I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token. - Roi Cohen; Konstantin Dobler; Eden Biran; Gerard de Melo (NeurIPS, 2024)

Language Adaptation on a Tight Academic Compute Budget: Tokenizer Swapping Works and Pure bfloat16 Is Enough. - Konstantin Dobler; Gerard de Melo (CoRR, 2024)

AweDist: Attention-aware Embedding Distillation for New Input Token Embeddings. - Konstantin Dobler; Desmond Elliott; Gerard de Melo (CoRR, 2025)