FM
Francisco Massa
cs.CVcs.LGcs.AIcs.NEstat.MLcs.CLcs.DCcs.MScs.PFcs.RO
On Valency
published · living versionsW_attss5wh·v1 · currentpublished
AutoParallel: Composable, PyTorch-Native Automatic Parallelism for Production Training
with Kaijian Wang, Sanket Purandare, Aditya Venkataraman, Will Constable +7
1 version
W_p6qsgd29·v1published
Preprints & journals
18 papers in the corpus · 2014–2025CWM: An Open-Weights LLM for Research on Code Generation with World Models2510.02387v1 · FAIR CodeGen team, Jade Copet, Quentin Carbonneaux et al.2025 · 0 citationsarXiv
DINOv32508.10104v1 · Oriane Sim'eoni, Huy V. Vo, Maximilian Seitzer et al.2025 · 41 citationsarXiv
Back to the Features: DINO as a Foundation for Video World Models2507.19468v1 · Federico Baldassarre, Marc Szafraniec, Basile Terver et al.2025 · 0 citationsarXiv
V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning2506.09985v1 · Mido Assran, Adrien Bardes, David Fan et al.2025 · 8 citationsarXiv
Accelerating Transformer Inference and Training with 2:4 Activation Sparsity2503.16672v1 · Daniel Haziza, Timothy Chou, Dhruv Choudhary et al.2025 · 0 citationsarXiv
Inference-time sparse attention with asymmetric indexing2502.08246v2 · Pierre-Emmanuel Mazar'e, Gergely Szilvasy, Maria Lomeli et al.2025 · 0 citationsarXiv
SimpleFSDP: Simpler Fully Sharded Data Parallel with torch.compile2411.00284v2 · Ruisi Zhang, Tianyu Liu, Will Feng et al.2024 · 1 citationarXiv
Characterizing and Efficiently Accelerating Multimodal Generation Model Inference2410.00215v3 · Yejin Lee, Anna Sun, Basil Hosmer et al.2024 · 5 citationsarXiv
DINOv2: Learning Robust Visual Features without Supervision2304.07193v2 · Maxime Oquab, Timoth'ee Darcet, Th'eo Moutakanni et al.2023 · 1,077 citationsarXiv
Hybrid Transformers for Music Source Separation2211.08553v1 · Simon Rouard, Francisco Massa, Alexandre D'efossez2022 · 166 citationsarXiv
Training data-efficient image transformers & distillation through attention2012.12877v2 · Hugo Touvron, Matthieu Cord, Matthijs Douze et al.2020 · 4,012 citationsarXiv
End-to-End Object Detection with Transformers2005.12872v3 · Nicolas Carion, Francisco Massa, Gabriel Synnaeve et al.2020 · 18,100 citationsarXiv
PyTorch: An Imperative Style, High-Performance Deep Learning Library1912.01703v1 · Adam Paszke, Sam Gross, Francisco Massa et al.2019 · 31,494 citationsarXivon Valency
MLPerf Inference Benchmark1911.02549v2 · Vijay Janapa Reddi, Christine Cheng, David Kanter et al.2019 · 35 citationsarXiv
Frame Interpolation with Multi-Scale Deep Loss Functions and Generative Adversarial Networks1711.06045v2 · Joost van Amersfoort, Wenzhe Shi, Alejandro Acosta et al.2017 · 32 citationsarXiv
Crafting a multi-task CNN for viewpoint estimation1609.03894v1 · Francisco Massa, Renaud Marlet, Mathieu Aubry2016 · 81 citationsarXiv
Deep Exemplar 2D-3D Detection by Adapting from Real to Rendered Views1512.02497v2 · Francisco Massa, Bryan Russell, Mathieu Aubry2015 · 95 citationsarXiv
Convolutional Neural Networks for joint object detection and pose estimation: A comparative study1412.7190v4 · Francisco Massa, Mathieu Aubry, Renaud Marlet2014 · 18 citationsarXiv
Career total: 24 works. 18 are in this corpus.
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