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Stephan Alaniz

Assistant Professor

  • 297
    Citations
20192026

Research activity per year

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  • 12 Conference contribution
  • 3 Conference article
  • 1 Article

  • Look But Don’t Touch with Sparse Autoencoders for Unlearning in Diffusion Models

    Cassano, E., Renzulli, R., Ahmed, R., Grangetto, M. & Alaniz, S., 1 Jan 2026, Computer Vision – ECCV 2026 - 19th European Conference, 2026, Proceedings. Favaro, P., Kukelova, Z., Maki, A., Rohrbach, A., Schindler, K. & Tombari, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 586-603 18 p. (Lecture Notes in Computer Science; vol. 17057 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Concept-Guided Interpretability via Neural Chunking

    Wu, S., Alaniz, S., Karthik, S., Dayan, P., Schulz, E. & Akata, Z., 1 Jan 2025, 39th Conference on Neural Information Processing Systems, NeurIPS 2025. Neural information processing systems foundation, p. 72886-72932 47 p. (Advances in Neural Information Processing Systems; vol. 38).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training

    Kim, S., Xiao, R., Georgescu, M. I., Alaniz, S. & Akata, Z., 1 Jan 2025, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 14690-14700 11 p.

    Research output: Contribution to journal › Conference article › peer-review

    13 Citations (Scopus)

  • DataDream: Few-Shot Guided Dataset Generation

    Kim, J. M., Bader, J., Alaniz, S., Schmid, C. & Akata, Z., 1 Jan 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 252-268 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; vol. 15129 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)

  • FLAIR: VLM with Fine-grained Language-informed Image Representations

    Xiao, R., Kim, S., Georgescu, M. I., Akata, Z. & Alaniz, S., 1 Jan 2025, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 24884-24894 11 p.

    Research output: Contribution to journal › Conference article › peer-review

    20 Citations (Scopus)

  • How should the advancement of large language models affect the practice of science?

    Binz, M., Alaniz, S., Roskies, A., Aczel, B., Bergstrom, C. T., Allen, C., Schad, D., Wulff, D., West, J. D., Zhang, Q., Shiffrin, R. M., Gershman, S. J., Popov, V., Bender, E. M., Marelli, M., Botvinick, M. M., Akata, Z. & Schulz, E., 4 Feb 2025, In: Proceedings of the National Academy of Sciences of the United States of America. 122, 5, e2401227121.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    64 Citations (Scopus)

  • REVEALING AND REDUCING GENDER BIASES IN VISION AND LANGUAGE ASSISTANTS (VLAS)

    Girrbach, L., Alaniz, S., Huang, Y., Darrell, T. & Akata, Z., 1 Jan 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 65604-65641 38 p. (13th International Conference on Learning Representations, ICLR 2025).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions

    Bader, J., Girrbach, L., Alaniz, S. & Akata, Z., 1 Jan 2025, Proceedings - 2025 IEEE/CVF International Conference on Computer Vision, ICCV 2025. Institute of Electrical and Electronics Engineers Inc., p. 23188-23198 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • DeViL: Decoding Vision features into Language

    Dani, M., Rio-Torto, I., Alaniz, S. & Akata, Z., 1 Jan 2024, Pattern Recognition - 45th DAGM German Conference, DAGM GCPR 2023, Proceedings. Köthe, U. & Rother, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 363-377 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14264 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • In-Context Impersonation Reveals Large Language Models' Strengths and Biases

    Salewski, L., Alaniz, S., Rio-Torto, I., Schulz, E. & Akata, Z., 1 Jan 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    105 Citations (Scopus)
View all 16 research outputs