Projects

Open models, datasets and code released on and . dérive, ganlive and thought steering run in your browser.

• A recommender for rare concepts

  dérive is a recommender that takes you on a walk through rare and strange concepts. It balances going deeper into what you like against exploring somewhere new.

• GANs for live visuals

  ganlive explores a GAN's latent space in real time, with dials derived automatically and played by hand, with MIDI, or from drums. Models trained on my photographs run at over 100 fps on a $350 GPU.

• Activation steering for cognitive reframing

  Thought steering changes how much Qwen3.5-0.8B reframes negative thoughts, and how empathic, specific or actionable its reframes are, by adding directions to its activations.

• Language models for psychology

  Piaget adapts Qwen3 models, from 0.6B to 8B parameters, to psychological reasoning with PsychologicalReasoning-15k, traces I selected from open corpora.

  Beck further adapts Piaget, from 0.6B to 8B, through preference optimization on psychotherapeutic data.

• Language models for dreams

  Oneirogen generates dream narratives. I fine-tuned it on more than 27,000 reports from DreamBank.

  Dream-T5 extracts characters and their emotions from dream narratives with the method of my LREC-COLING 2024 paper. It produced the DreamBank annotations.

• Language models for emotion analysis

  CamemBERT models identifying emotion components and discrete emotions in French autobiographical narratives, released with the corpus of my EACL 2023 workshop paper.