Clément Farabet

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 8

Top Venues

CoRR

J. Mach. Learn. Res.

IEEE Trans. Intell. Transp. Syst.

University of Paris-Est, France (PHD)

Education History

University of Paris-Est, France

PHD

Publications

Aleksandar Botev, Soham De, Samuel L. Smith, Anushan Fernando, George-Cristian Muraru, Ruba Haroun, Leonard Berrada, Razvan Pascanu, Pier Giuseppe Sessa, Robert Dadashi, Léonard Hussenot, Johan Ferret, Sertan Girgin, Olivier Bachem, Alek Andreev, Kathleen Kenealy, Thomas Mesnard, Cassidy Hardin, Surya Bhupatiraju, Shreya Pathak, Laurent Sifre, Morgane Rivière, Mihir Sanjay Kale, Juliette Love, Pouya Tafti, Armand Joulin, Noah Fiedel, Evan Senter, Yutian Chen, Srivatsan Srinivasan, Guillaume Desjardins, David Budden, Arnaud Doucet, Sharad Vikram, Adam Paszke, Trevor Gale, Sebastian Borgeaud, Charlie Chen, Andy Brock, Antonia Paterson, Jenny Brennan, Meg Risdal, Raj Gundluru, Nesh Devanathan, Paul Mooney, Nilay Chauhan, Phil Culliton, Luiz GUStavo Martins, Elisa Bandy, David Huntsperger, Glenn Cameron, Arthur Zucker, Tris Warkentin, Ludovic Peran, Minh Giang, Zoubin Ghahramani, Clément Farabet, Koray Kavukcuoglu, Demis Hassabis, Raia Hadsell, Yee Whye Teh, Nando de Frietas
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models. CoRR (2024)
Meredith Ringel Morris, Jascha Sohl-Dickstein, Noah Fiedel, Tris Warkentin, Allan Dafoe, Aleksandra Faust, Clément Farabet, Shane Legg
Levels of AGI: Operationalizing Progress on the Path to AGI. CoRR (2023)
Kashyap Chitta, Jose M. Alvarez, Elmar Haussmann, Clément Farabet
Training Data Subset Search With Ensemble Active Learning. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Jiwoong Choi, Ismail Elezi, Hyuk-Jae Lee, Clément Farabet, Jose M. Alvarez
Active Learning for Deep Object Detection via Probabilistic Modeling. CoRR (2021)
Jiwoong Choi, Ismail Elezi, Hyuk-Jae Lee, Clément Farabet, Jose M. Alvarez
Active Learning for Deep Object Detection via Probabilistic Modeling. ICCV (2021)
Elmar Haussmann, Michele Fenzi, Kashyap Chitta, Jan Ivanecky, Hanson Xu, Donna Roy, Akshita Mittel, Nicolas Koumchatzky, Clément Farabet, Jose M. Alvarez
Scalable Active Learning for Object Detection. CoRR (2020)
Elmar Haussmann, Michele Fenzi, Kashyap Chitta, Jan Ivanecky, Hanson Xu, Donna Roy, Akshita Mittel, Nicolas Koumchatzky, Clément Farabet, Jose M. Alvarez
Scalable Active Learning for Object Detection. IV (2020)
Kashyap Chitta, Jose M. Alvarez, Elmar Haussmann, Clément Farabet
Less is More: An Exploration of Data Redundancy with Active Dataset Subsampling. CoRR (2019)
Camille Couprie, Clément Farabet, Laurent Najman, Yann LeCun
Convolutional nets and watershed cuts for real-time semantic Labeling of RGBD videos. J. Mach. Learn. Res. 15 (1) (2014)
Camille Couprie, Clément Farabet, Yann LeCun, Laurent Najman
Causal graph-based video segmentation. ICIP (2013)
Eugenio Culurciello, Jordan Bates, Aysegul Dundar, José Antonio Pérez-Carrasco, Clément Farabet
Clustering Learning for Robotic Vision ICLR (Workshop Poster) (2013)
Camille Couprie, Clément Farabet, Laurent Najman, Yann LeCun
Indoor Semantic Segmentation using depth information ICLR (2013)
Jonghoon Jin, Aysegul Dundar, Jordan Bates, Clément Farabet, Eugenio Culurciello
Tracking with deep neural networks. CISS (2013)
Clément Farabet, Camille Couprie, Laurent Najman, Yann LeCun
Learning Hierarchical Features for Scene Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 35 (8) (2013)
Camille Couprie, Clément Farabet, Yann LeCun
Causal graph-based video segmentation CoRR (2013)
Clément Farabet, Camille Couprie, Laurent Najman, Yann LeCun
Scene Parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers CoRR (2012)
Phi-Hung Pham, Darko Jelaca, Clément Farabet, Berin Martini, Yann LeCun, Eugenio Culurciello
NeuFlow: Dataflow vision processing system-on-a-chip. MWSCAS (2012)
Clément Farabet, Camille Couprie, Laurent Najman, Yann LeCun
Scene parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers. ICML (2012)
Polina Akselrod, Faye Zhao, Ifigeneia Derekli, Clément Farabet, Berin Martini, Yann LeCun, Eugenio Culurciello
Hardware accelerated visual attention algorithm. CISS (2011)
Clément Farabet, Berin Martini, B. Corda, Polina Akselrod, Eugenio Culurciello, Yann LeCun
NeuFlow: A runtime reconfigurable dataflow processor for vision. CVPR Workshops (2011)
Clément Farabet, Berin Martini, Polina Akselrod, Selçuk Talay, Yann LeCun, Eugenio Culurciello
Hardware accelerated convolutional neural networks for synthetic vision systems. ISCAS (2010)
Yann LeCun, Koray Kavukcuoglu, Clément Farabet
Convolutional networks and applications in vision. ISCAS (2010)
Clément Farabet, Cyril Poulet, Jefferson Y. Han, Yann LeCun
CNP: An FPGA-based processor for Convolutional Networks. FPL (2009)
Clément Farabet, Cyril Poulet, Yann LeCun
An FPGA-based stream processor for embedded real-time vision with Convolutional Networks. ICCV Workshops (2009)

Clément Farabet.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Clément Farabet