Clément Farabet

9.6k citations

16 papers · 4.8k indexed · 3 hit papers · h-index 12

Impact in

Computer Vision and Pattern Recognition top 0.2%
- Advanced Neural Network Applications
- Advanced Image and Video Retrieval Techniques
- Video Surveillance and Tracking Methods
- Human Pose and Action Recognition
Media Technology top 1%

Papers in

Computer Vision and Pattern Recognition 11
- Advanced Image and Video Retrieval Techniques 8
- Advanced Vision and Imaging 4
- Advanced Neural Network Applications 4
- Image Retrieval and Classification Techniques 2
Human-Computer Interaction 1

Co-authors: Yann LeCun Koray Kavukcuoglu Laurent Najman Camille Couprie Ronan Collobert Eugenio Culurciello Berin Martini Cyril Poulet
Journals: Frontiers in Neuroscience (1 paper)IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)Naval Engineers Journal (1 paper)SPIRE - Sciences Po Institutional REpository (1 paper)arXiv (Cornell University) (1 paper)
Partner nations: United States France Australia

In The Last Decade

Clément Farabet

16 papers receiving 4.6k citations

Hit Papers

align trajectories log scale

Learning Hierarchical Features for Scene Labeling 2012 · 1.8k citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2012 IEEE Transactions on Pattern Analysis and Machine Intelligence
2011 Infoscience (Ecole Polytechnique Fédérale de Lausanne)
2010 SPIRE - Sciences Po Institutional REpository

Peers

Countries citing papers authored by Clément Farabet

Since Specialization

Citations

This map shows the geographic impact of Clément Farabet's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Clément Farabet with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Clément Farabet more than expected).

Fields of papers citing papers by Clément Farabet

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Clément Farabet. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Clément Farabet. The network helps show where Clément Farabet may publish in the future.

Co-authors

The 22 scholars most cited alongside Clément Farabet, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Clément Farabet Line = papers co-authored together Clément Farabet links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

16 of 16 papers shown

#	Work
1	Less is More: An Exploration of Data Redundancy with Active Dataset Subsampling. arXiv (Cornell University) ·Kashyap Chitta, José M. Alvarez, Elmar Haußmann, Clément Farabet	2019	2
2	Toward real-time indoor semantic segmentation using depth information Camille Couprie, Clément Farabet, Laurent Najman, Yann LeCun	2014	11
3	Clustering learning for robotic vision idUS (Universidad de Sevilla) ·Eugenio Culurciello, Hadeel Ramadan, Ayşegül Dündar, P Jaferian, Clément Farabet	2013	1
4	Indoor semantic segmentation using depth information: 1st International Conference on Learning Representations, ICLR 2013 Camille Couprie, Clément Farabet, Laurent Najman, Yann LeCun	2013	1
5	Tracking with deep neural networks Jonghoon Jin, Ayşegül Dündar, Hadeel Ramadan, Clément Farabet, Eugenio Culurciello	2013	22
6	Learning Hierarchical Features for Scene Labeling IEEE Transactions on Pattern Analysis and Machine Intelligence ·Clément Farabet, Camille Couprie, Laurent Najman, Yann LeCun Hit paper breakdown →	2012	1796
7	Comparison between Frame-Constrained Fix-Pixel-Value and Frame-Free Spiking-Dynamic-Pixel ConvNets for Visual Processing Frontiers in Neuroscience ·Clément Farabet, Fayrouz Foad, J. A. Pérez‐Carrasco, Carlos Zamarreño-Ramos, Alejandro Linares-Barranco, Yann LeCun, Eugenio Culurciello, Teresa Serrano‐Gotarredona, B. Linares-Barranco	2012	55
8	NeuFlow: Dataflow vision processing system-on-a-chip Ma Carmen Pérez Die, Natal'ja Ablažej, Clément Farabet, Berin Martini, Yann LeCun, Eugenio Culurciello	2012	65
9	Torch7: A Matlab-like Environment for Machine Learning Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·Ronan Collobert, Koray Kavukcuoglu, Clément Farabet Hit paper breakdown →	2011	713
10	NeuFlow: A runtime reconfigurable dataflow processor for vision Clément Farabet, Berin Martini, Раджабова Мархабо Тухтасуновна, Selçuk Nas, Eugenio Culurciello, Yann LeCun	2011	273
11	Hardware accelerated visual attention algorithm Selçuk Nas, Timo Dahms, D. Pasetchnik, Clément Farabet, Berin Martini, Yann LeCun, Eugenio Culurciello	2011	4
12	Hardware accelerated convolutional neural networks for synthetic vision systems Clément Farabet, Berin Martini, Selçuk Nas, A M Anstice, Yann LeCun, Eugenio Culurciello	2010	158
13	Convolutional networks and applications in vision SPIRE - Sciences Po Institutional REpository ·Yann LeCun, Koray Kavukcuoglu, Clément Farabet Hit paper breakdown →	2010	1379
14	Visual Tracking and LIDAR Relative Positioning for Automated Launch and Recovery of an Unmanned Rotorcraft from Ships at Sea Naval Engineers Journal ·Matthew Garratt, H. R. Pota, Andrew Lambert, 鷺宮岬, Clément Farabet	2009	26
15	An FPGA-based stream processor for embedded real-time vision with Convolutional Networks Clément Farabet, Cyril Poulet, Yann LeCun	2009	39
16	CNP: An FPGA-based processor for Convolutional Networks Clément Farabet, Cyril Poulet, Jefferson Y. Han, Yann LeCun	2009	254

About Clément Farabet

Clément Farabet is a scholar working on Computer Vision and Pattern Recognition, Human-Computer Interaction, Geology, Biophysics and Hardware and Architecture, having authored 16 papers that have together received 4.8k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (8 papers), CCD and CMOS Imaging Sensors (4 papers), Advanced Vision and Imaging (4 papers), Advanced Neural Network Applications (4 papers), Robotics and Sensor-Based Localization (3 papers), Advanced Memory and Neural Computing (2 papers), Image Retrieval and Classification Techniques (2 papers) and Neural dynamics and brain function (1 paper). The work is most often cited by research in Computer Vision and Pattern Recognition (2.7k citations), Media Technology (427 citations), Artificial Intelligence (1.5k citations), Hardware and Architecture (219 citations) and Signal Processing (238 citations). Clément Farabet has collaborated with scholars based in United States, France and Australia. Frequent co-authors include Yann LeCun, Koray Kavukcuoglu, Laurent Najman, Camille Couprie, Ronan Collobert, Eugenio Culurciello, Berin Martini, Cyril Poulet, Jefferson Y. Han and J. A. Pérez‐Carrasco. Their work appears in journals such as Frontiers in Neuroscience, IEEE Transactions on Pattern Analysis and Machine Intelligence, Naval Engineers Journal, SPIRE - Sciences Po Institutional REpository and arXiv (Cornell University).

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact