John Willes

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 10

Top Topics

Variational Bayesian

Multi Object Tracking

Expectation Maximization

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Raeid Saqur, Anastasis Kratsios, Florian Krach, Yannick Limmer, Jacob-Junqi Tian, John Willes, Blanka Horvath, Frank Rudzicz
Filtered not Mixed: Stochastic Filtering-Based Online Gating for Mixture of Large Language Models. CoRR (2024)
John Willes, James Harrison, Ali Harakeh, Chelsea Finn, Marco Pavone, Steven L. Waslander
Bayesian Embeddings for Few-Shot Open World Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
James Harrison, John Willes, Jasper Snoek
Variational Bayesian Last Layers. ICLR (2024)
James Harrison, John Willes, Jasper Snoek
Variational Bayesian Last Layers. CoRR (2024)
Marshall Wang, John Willes, Thomas Jiralerspong, Matin Moezzi
A Comparison of Classical and Deep Reinforcement Learning Methods for HVAC Control. CoRR (2023)
AkshatKumar Nigam, Robert Pollice, Gary Tom, Kjell Jorner, John Willes, Luca A. Thiede, Anshul Kundaje, Alán Aspuru-Guzik
Tartarus: A Benchmarking Platform for Realistic And Practical Inverse Molecular Design. NeurIPS (2023)
John Willes, Cody Reading, Steven L. Waslander
InterTrack: Interaction Transformer for 3D Multi-Object Tracking. CRV (2023)
Matthew Choi, Muhammad Adil Asif, John Willes, David Emerson
FlexModel: A Framework for Interpretability of Distributed Large Language Models. CoRR (2023)
John Willes, Cody Reading, Steven L. Waslander
InterTrack: Interaction Transformer for 3D Multi-Object Tracking. CoRR (2022)
John Willes, James Harrison, Ali Harakeh, Chelsea Finn, Marco Pavone, Steven Lake Waslander
Bayesian Embeddings for Few-Shot Open World Recognition. CoRR (2021)
Colin R. Gallacher, John Willes, József Kövecses
Parasitic effects of device coupling on haptic performance. World Haptics (2015)