27 citations · 27 across the 1 of their papers we have counts for
3 papers
Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask
Zineb Senane, Lele Cao, Valentin Leonhard Buchner +6
Time Series Representation Learning (TSRL) focuses on generating informative representations for various Time Series (TS) modeling tasks. Traditional Self-Supervised Learning (SSL)…
GenCeption: Evaluate Vision LLMs with Unlabeled Unimodal Data
Lele Cao, Valentin Buchner, Zineb Senane +1
Multimodal Large Language Models (MLLMs) are typically assessed using expensive annotated multimodal benchmarks, which often lag behind the rapidly evolving demands of MLLM evaluat…
Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation
Valentin Leonhard Buchner, Lele Cao, Jan-Christoph Kalo +1
Prompt Tuning is emerging as a scalable and cost-effective method to fine-tune Pretrained Language Models (PLMs), which are often referred to as Large Language Models (LLMs). This…