Tyler L. Hayes
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
18
Venues
6
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
18 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICIP | Test-Time Vocabulary Adaptation for Language-Driven Object Detection. | Mingxuan Liu, Tyler L. Hayes, Massimiliano Mancini, Elisa Ricci, Riccardo Volpi, Gabriela Csurka |
| 2024 | CVPR | SHiNe: Semantic Hierarchy Nexus for Open-Vocabulary Object Detection. | Mingxuan Liu, Tyler L. Hayes, Elisa Ricci, Gabriela Csurka, Riccardo Volpi |
| 2024 | ECCV | What Could Go Wrong? Discovering and Describing Failure Modes in Computer Vision. | Gabriela Csurka, Tyler L. Hayes, Diane Larlus, Riccardo Volpi |
| 2023 | AAAI | Continual Causality: A Retrospective of the Inaugural AAAI-23 Bridge Program. | Martin Mundt, Keiland W. Cooper, Devendra Singh Dhami, Adle H. Ribeiro, James Seale Smith, Alexis Bellot, Tyler L. Hayes |
| 2023 | CVPR | How Efficient Are Today's Continual Learning Algorithms? | Md Yousuf Harun, Jhair Gallardo, Tyler L. Hayes, Christopher Kanan |
| 2022 | BMVC | Can I see an Example? Active Learning the Long Tail of Attributes and Relations. | Tyler L. Hayes, Maximilian Nickel, Christopher Kanan, Ludovic Denoyer, Arthur Szlam |
| 2021 | BMVC | Self-Supervised Training Enhances Online Continual Learning. | Gianmarco J. Gallardo, Tyler L. Hayes, Christopher Kanan |
| 2021 | CVPR | Selective Replay Enhances Learning in Online Continual Analogical Reasoning. | Tyler L. Hayes, Christopher Kanan |
| 2021 | CVPR | Avalanche: An End-to-End Library for Continual Learning. | Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland W. Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni |
| 2020 | BMVC | RODEO: Replay for Online Object Detection. | Manoj Acharya, Tyler L. Hayes, Christopher Kanan |
| 2020 | CVPR | Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis. | Tyler L. Hayes, Christopher Kanan |
| 2020 | CVPR | Stream-51: Streaming Classification and Novelty Detection from Videos. | Ryne Roady, Tyler L. Hayes, Hitesh Vaidya, Christopher Kanan |
| 2020 | ECCV | REMIND Your Neural Network to Prevent Catastrophic Forgetting. | Tyler L. Hayes, Kushal Kafle, Robik Shrestha, Manoj Acharya, Christopher Kanan |
| 2020 | ECCV | Improved Robustness to Open Set Inputs via Tempered Mixup. | Ryne Roady, Tyler L. Hayes, Christopher Kanan |
| 2019 | ICRA | Memory Efficient Experience Replay for Streaming Learning. | Tyler L. Hayes, Nathan D. Cahill, Christopher Kanan |
| 2018 | AAAI | Measuring Catastrophic Forgetting in Neural Networks. | Ronald Kemker, Marc McClure, Angelina Abitino, Tyler L. Hayes, Christopher Kanan |
| 2018 | CVPR | Compassionately Conservative Balanced Cuts for Image Segmentation. | Nathan D. Cahill, Tyler L. Hayes, Renee T. Meinhold, John F. Hamilton |
| 2018 | CVPR | New Metrics and Experimental Paradigms for Continual Learning. | Tyler L. Hayes, Ronald Kemker, Nathan D. Cahill, Christopher Kanan |