Publications | Divers

Prépublications

• Protein Language Models: Is Scaling Necessary?
  Quentin Fournier, Robert M. Vernon, Almer van der Sloot, Benjamin Schulz, Sarath Chandar et Christopher James Langmead
  In bioRxiv, 2024.
  #DL, #Other
  [bioRxiv], [code]

• Interpretability in Action: Exploratory Analysis of VPT, a Minecraft Agent
  Karolis Jucys, George Adamopoulos, Mehrab Hamidi, Stephanie Milani, Mohammad Reza Samsami, Artem Zholus, Sonia Joseph, Blake Richards, Irina Rish et Özgür Şimşek
  Mechanistic Interpretability Workshop, ICML, 2024.
  #Other
  [arXiv]

Articles de conférence et de revue

2025

4. TAPNext: Tracking Any Point (TAP) as Next Token Prediction
   Artem Zholus, Carl Doersch, Yi Yang, Skanda Koppula, Viorica Patraucean, Xu Owen He, Ignacio Rocco, Mehdi S. M. Sajjadi, Sarath Chandar et Ross Goroshin
   International Conference on Computer Vision (ICCV), 2025.
   #Other
   [website], [arXiv], [code], [huggingface], [YouTube]

5. A Generalist Hanabi Agent
   Arjun Vaithilingam Sudhakar*, Hadi Nekoei*, Mathieu Reymond, Miao Liu, Janarthanan Rajendran et Sarath Chandar
   International Conference on Learning Representations (ICLR), 2025.
   #RL, #Other
   [website], [openreview], [code]

2024

2. Contrast-agnostic Spinal Cord Segmentation: A Comparative Study of ConvNets and Vision Transformers
   Naga Karthik Enamundram, Sandrine Bedard, Jan Valosek, Sarath Chandar et Julien Cohen-Adad
   Medical Imaging with Deep Learning (MIDL), 2024.
   #DL, #Other
   [openreview]

3. A Responsible Framework for Applying Artificial Intelligence on Medical Images and Signals at the Point-of-care: the PACS-AI Platform
   Pascal Theriault-Lauzier, Denis Cobin, Olivier Tastet, Elodie Labrecque Langlais, Bahareh Taji, Guson Kang, Aun-Yeong Chong, Derek So, An Tang, Judy Wawira Gichoya, Sarath Chandar, Pierre-Luc Déziel, Julie G Hussin, Samuel Kadoury et Robert Avram
   Canadian Journal of Cardiology, 2024.
   #DL, #Other
   [paper]