Arthur Szlam

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 107

Top Venues

CoRR

ICML

ICLR (Poster)

NIPS

Publications

Arthur Douillard, Qixuan Feng, Andrei A. Rusu, Adhiguna Kuncoro, Yani Donchev, Rachita Chhaparia, Ionel Gog, Marc'Aurelio Ranzato, Jiajun Shen, Arthur Szlam
DiPaCo: Distributed Path Composition. CoRR (2024)
Bo Liu, Rachita Chhaparia, Arthur Douillard, Satyen Kale, Andrei A. Rusu, Jiajun Shen, Arthur Szlam, Marc'Aurelio Ranzato
Asynchronous Local-SGD Training for Language Modeling. CoRR (2024)
Shrestha Mohanty, Negar Arabzadeh, Julia Kiseleva, Artem Zholus, Milagro Teruel, Ahmed Hassan Awadallah, Yuxuan Sun, Kavya Srinet, Arthur Szlam
Transforming Human-Centered AI Collaboration: Redefining Embodied Agents Capabilities through Interactive Grounded Language Instructions. CoRR (2023)
Alexander Gurung, Mojtaba Komeili, Arthur Szlam, Jason Weston, Jack Urbanek
Infusing Commonsense World Models with Graph Knowledge. CoRR (2023)
Jimmy Wei, Kurt Shuster, Arthur Szlam, Jason Weston, Jack Urbanek, Mojtaba Komeili
Multi-Party Chat: Conversational Agents in Group Settings with Humans and Models. CoRR (2023)
Jack Lanchantin, Shubham Toshniwal, Jason Weston, Arthur Szlam, Sainbayar Sukhbaatar
Learning to Reason and Memorize with Self-Notes. NeurIPS (2023)
Jack Lanchantin, Sainbayar Sukhbaatar, Gabriel Synnaeve, Yuxuan Sun, Kavya Srinet, Arthur Szlam
A Data Source for Reasoning Embodied Agents. CoRR (2023)
Arthur Douillard, Qixuang Feng, Andrei A. Rusu, Rachita Chhaparia, Yani Donchev, Adhiguna Kuncoro, Marc'Aurelio Ranzato, Arthur Szlam, Jiajun Shen
DiLoCo: Distributed Low-Communication Training of Language Models. CoRR (2023)
Nur Muhammad (Mahi) Shafiullah, Chris Paxton, Lerrel Pinto, Soumith Chintala, Arthur Szlam
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory. Robotics: Science and Systems (2023)
Jack Lanchantin, Shubham Toshniwal, Jason Weston, Arthur Szlam, Sainbayar Sukhbaatar
Learning to Reason and Memorize with Self-Notes. CoRR (2023)
Jack Lanchantin, Sainbayar Sukhbaatar, Gabriel Synnaeve, Yuxuan Sun, Kavya Srinet, Arthur Szlam
A Data Source for Reasoning Embodied Agents. AAAI (2023)
Nur Muhammad (Mahi) Shafiullah, Chris Paxton, Lerrel Pinto, Soumith Chintala, Arthur Szlam
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory. CoRR (2022)
Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity. NAACL-HLT (Findings) (2022)
Tyler L. Hayes, Maximilian Nickel, Christopher Kanan, Ludovic Denoyer, Arthur Szlam
Can I see an Example? Active Learning the Long Tail of Attributes and Relations. CoRR (2022)
Jing Xu, Arthur Szlam, Jason Weston
Beyond Goldfish Memory: Long-Term Open-Domain Conversation. ACL (1) (2022)
Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue. EMNLP (Findings) (2022)
Julia Kiseleva, Alexey Skrynnik, Artem Zholus, Shrestha Mohanty, Negar Arabzadeh, Marc-Alexandre Côté, Mohammad Aliannejadi, Milagro Teruel, Ziming Li, Mikhail S. Burtsev, Maartje ter Hoeve, Zoya Volovikova, Aleksandr I. Panov, Yuxuan Sun, Kavya Srinet, Arthur Szlam, Ahmed Hassan Awadallah
IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022. CoRR (2022)
Shrestha Mohanty, Negar Arabzadeh, Milagro Teruel, Yuxuan Sun, Artem Zholus, Alexey Skrynnik, Mikhail S. Burtsev, Kavya Srinet, Aleksandr Panov, Arthur Szlam, Marc-Alexandre Côté, Julia Kiseleva
Collecting Interactive Multi-modal Datasets for Grounded Language Understanding. CoRR (2022)
Yuxuan Sun, Ethan Carlson, Rebecca Qian, Kavya Srinet, Arthur Szlam
Many Episode Learning in a Modular Embodied Agent via End-to-End Interaction. CoRR (2022)
Sabrina J. Mielke, Arthur Szlam, Emily Dinan, Y-Lan Boureau
Reducing Conversational Agents' Overconfidence through Linguistic Calibration. Trans. Assoc. Comput. Linguistics 10 (2022)
Artem Zholus, Alexey Skrynnik, Shrestha Mohanty, Zoya Volovikova, Julia Kiseleva, Arthur Szlam, Marc-Alexandre Côté, Aleksandr I. Panov
IGLU Gridworld: Simple and Fast Environment for Embodied Dialog Agents. CoRR (2022)
Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail S. Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr I. Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Marc-Alexandre Côté, Katja Hofmann, Ahmed Hassan Awadallah, Linar Abdrazakov, Igor Churin, Putra Manggala, Kata Naszádi, Michiel van der Meer, Taewoon Kim
Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021. CoRR (2022)
Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. CoRR (2022)
Tyler L. Hayes, Maximillian Nickel, Christopher Kanan, Ludovic Denoyer, Arthur Szlam
Can I see an Example? Active Learning the Long Tail of Attributes and Relations. BMVC (2022)
Kurt Shuster, Jing Xu, Mojtaba Komeili, Da Ju, Eric Michael Smith, Stephen Roller, Megan Ung, Moya Chen, Kushal Arora, Joshua Lane, Morteza Behrooz, William Ngan, Spencer Poff, Naman Goyal, Arthur Szlam, Y-Lan Boureau, Melanie Kambadur, Jason Weston
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage. CoRR (2022)
Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. EMNLP (Findings) (2022)
Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston
Hash Layers For Large Sparse Models. CoRR (2021)
Sainbayar Sukhbaatar, Da Ju, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan
Not All Memories are Created Equal: Learning to Forget by Expiring. ICML (2021)
Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue. CoRR (2021)
Anton Bakhtin, Yuntian Deng, Sam Gross, Myle Ott, Marc'Aurelio Ranzato, Arthur Szlam
Residual Energy-Based Models for Text. J. Mach. Learn. Res. 22 (2021)
Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston
Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots. ACL/IJCNLP (Findings) (2021)
Anurag Pratik, Soumith Chintala, Kavya Srinet, Dhiraj Gandhi, Rebecca Qian, Yuxuan Sun, Ryan Drew, Sara Elkafrawy, Anoushka Tiwari, Tucker Hart, Mary Williamson, Abhinav Gupta, Arthur Szlam
droidlet: modular, heterogenous, multi-modal agents. ICRA (2021)
Sainbayar Sukhbaatar, Da Ju, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan
Not All Memories are Created Equal: Learning to Forget by Expiring. CoRR (2021)
Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston
Hash Layers For Large Sparse Models. NeurIPS (2021)
Anurag Pratik, Soumith Chintala, Kavya Srinet, Dhiraj Gandhi, Rebecca Qian, Yuxuan Sun, Ryan Drew, Sara Elkafrawy, Anoushka Tiwari, Tucker Hart, Mary Williamson, Abhinav Gupta, Arthur Szlam
droidlet: modular, heterogenous, multi-modal agents. CoRR (2021)
Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds. NAACL-HLT (2021)
Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail S. Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Katja Hofmann, Marc-Alexandre Côté, Ahmed Hassan Awadallah, Linar Abdrazakov, Igor Churin, Putra Manggala, Kata Naszádi, Michiel van der Meer, Taewoon Kim
Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021. NeurIPS (Competition and Demos) (2021)
Julia Kiseleva, Alexey Skrynnik, Artem Zholus, Shrestha Mohanty, Negar Arabzadeh, Marc-Alexandre Côté, Mohammad Aliannejadi, Milagro Teruel, Ziming Li, Mikhail Burtsev, Maartje ter Hoeve, Zoya Volovikova, Aleksandr Panov, Yuxuan Sun, Kavya Srinet, Arthur Szlam, Ahmed Awadallah, Seungeun Rho, Taehwan Kwon, Daniel Wontae Nam, Felipe Bivort Haiek, Edwin Zhang, Linar Abdrazakov, Guo Qingyam, Jason Zhang, Zhibin Guo
Interactive Grounded Language Understanding in a Collaborative Environment: Retrospective on Iglu 2022 Competition. NeurIPS (Competition and Demos) (2021)
Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity. CoRR (2021)
Jing Xu, Arthur Szlam, Jason Weston
Beyond Goldfish Memory: Long-Term Open-Domain Conversation. CoRR (2021)
Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail S. Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr I. Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Katja Hofmann, Michel Galley, Ahmed Hassan Awadallah
NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment. CoRR (2021)
Ramakrishna Vedantam, Arthur Szlam, Maximilian Nickel, Ari Morcos, Brenden M. Lake
CURI: A Benchmark for Productive Concept Learning Under Uncertainty. ICML (2021)
Anton Bakhtin, Yuntian Deng, Sam Gross, Myle Ott, Marc'Aurelio Ranzato, Arthur Szlam
Energy-Based Models for Text. CoRR (2020)
Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktäschel, Arthur Szlam, Jason Weston
Generating Interactive Worlds with Text. AAAI (2020)
Kavya Srinet, Yacine Jernite, Jonathan Gray, Arthur Szlam
CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant. ACL (2020)
Lajanugen Logeswaran, Ann Lee, Myle Ott, Honglak Lee, Marc'Aurelio Ranzato, Arthur Szlam
Few-shot Sequence Learning with Transformers. CoRR (2020)
Roberta Raileanu, Max Goldstein, Arthur Szlam, Rob Fergus
Fast Adaptation via Policy-Dynamics Value Functions. CoRR (2020)
Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston
Deploying Lifelong Open-Domain Dialogue Learning. CoRR (2020)
Lina Mezghani, Sainbayar Sukhbaatar, Arthur Szlam, Armand Joulin, Piotr Bojanowski
Learning to Visually Navigate in Photorealistic Environments Without any Supervision. CoRR (2020)
Sabrina J. Mielke, Arthur Szlam, Y-Lan Boureau, Emily Dinan
Linguistic calibration through metacognition: aligning dialogue agent responses with expected correctness. CoRR (2020)
Roberta Raileanu, Max Goldstein, Arthur Szlam, Rob Fergus
Fast Adaptation to New Environments via Policy-Dynamics Value Functions. ICML (2020)
Kenneth Marino, Rob Fergus, Arthur Szlam, Abhinav Gupta
Empirically Verifying Hypotheses Using Reinforcement Learning. CoRR (2020)
Yuntian Deng, Anton Bakhtin, Myle Ott, Arthur Szlam, Marc'Aurelio Ranzato
Residual Energy-Based Models for Text Generation. ICLR (2020)
Yuntian Deng, Anton Bakhtin, Myle Ott, Arthur Szlam, Marc'Aurelio Ranzato
Residual Energy-Based Models for Text Generation. CoRR (2020)
Stephen Roller, Y-Lan Boureau, Jason Weston, Antoine Bordes, Emily Dinan, Angela Fan, David Gunning, Da Ju, Margaret Li, Spencer Poff, Pratik Ringshia, Kurt Shuster, Eric Michael Smith, Arthur Szlam, Jack Urbanek, Mary Williamson
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions. CoRR (2020)
Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, Arthur Szlam
I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents. CoRR (2020)
Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds. CoRR (2020)
Ramakrishna Vedantam, Arthur Szlam, Maximilian Nickel, Ari Morcos, Brenden M. Lake
CURI: A Benchmark for Productive Concept Learning Under Uncertainty. CoRR (2020)
Arthur Szlam, Jonathan Gray, Kavya Srinet, Yacine Jernite, Armand Joulin, Gabriel Synnaeve, Douwe Kiela, Haonan Yu, Zhuoyuan Chen, Siddharth Goyal, Demi Guo, Danielle Rothermel, C. Lawrence Zitnick, Jason Weston
Why Build an Assistant in Minecraft? CoRR (2019)
Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktäschel, Arthur Szlam, Jason Weston
Generating Interactive Worlds with Text. CoRR (2019)
Anton Bakhtin, Sam Gross, Myle Ott, Yuntian Deng, Marc'Aurelio Ranzato, Arthur Szlam
Real or Fake? Learning to Discriminate Machine from Human Generated Text. CoRR (2019)
Zhuoyuan Chen, Kavya Srinet, Charles R. Qi, Haoqi Fan, Jerry Ma, Larry Zitnick, Demi Guo, Tong Xiao, Saining Xie, Xinlei Chen, Arthur Szlam, Shubham Tulsiani, Haonan Yu, Jonathan Gray
Order-Aware Generative Modeling Using the 3D-Craft Dataset. ICCV (2019)
Sean Welleck, Jason Weston, Arthur Szlam, Kyunghyun Cho
Dialogue Natural Language Inference. ACL (1) (2019)
Jonathan Gray, Kavya Srinet, Yacine Jernite, Haonan Yu, Zhuoyuan Chen, Demi Guo, Siddharth Goyal, C. Lawrence Zitnick, Arthur Szlam
CraftAssist: A Framework for Dialogue-enabled Interactive Agents. CoRR (2019)
Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston
Learning to Speak and Act in a Fantasy Text Adventure Game. CoRR (2019)
Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander H. Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W. Black, Alexander I. Rudnicky, Jason Williams, Joelle Pineau, Mikhail S. Burtsev, Jason Weston
The Second Conversational Intelligence Challenge (ConvAI2). CoRR (2019)
Yacine Jernite, Kavya Srinet, Jonathan Gray, Arthur Szlam
CraftAssist Instruction Parsing: Semantic Parsing for a Minecraft Assistant. CoRR (2019)
Kenneth Marino, Abhinav Gupta, Rob Fergus, Arthur Szlam
Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies. ICLR (Poster) (2019)
Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston
Learning to Speak and Act in a Fantasy Text Adventure Game. EMNLP/IJCNLP (1) (2019)
Piotr Bojanowski, Armand Joulin, David Lopez-Paz, Arthur Szlam
Optimizing the Latent Space of Generative Networks. ICML (2018)
Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston
Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. ICLR (Poster) (2018)
Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, Jason Weston
Personalizing Dialogue Agents: I have a dog, do you have pets too? CoRR (2018)
Amy Zhang, Adam Lerer, Sainbayar Sukhbaatar, Rob Fergus, Arthur Szlam
Composable Planning with Attributes. CoRR (2018)
Sainbayar Sukhbaatar, Zeming Lin, Ilya Kostrikov, Gabriel Synnaeve, Arthur Szlam, Rob Fergus
Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play. ICLR (Poster) (2018)
David Folqué, Sainbayar Sukhbaatar, Arthur Szlam, Joan Bruna
Planning with Arithmetic and Geometric Attributes. CoRR (2018)
Sainbayar Sukhbaatar, Emily Denton, Arthur Szlam, Rob Fergus
Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement Learning. CoRR (2018)
Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou
Low-Shot Learning With Large-Scale Diffusion. CVPR (2018)
Roberta Raileanu, Emily Denton, Arthur Szlam, Rob Fergus
Modeling Others using Oneself in Multi-Agent Reinforcement Learning. CoRR (2018)
Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, Jason Weston
Personalizing Dialogue Agents: I have a dog, do you have pets too? ACL (1) (2018)
Amy Zhang, Sainbayar Sukhbaatar, Adam Lerer, Arthur Szlam, Rob Fergus
Composable Planning with Attributes. ICML (2018)
Roberta Raileanu, Emily Denton, Arthur Szlam, Rob Fergus
Modeling Others using Oneself in Multi-Agent Reinforcement Learning. ICML (2018)
Sean Welleck, Jason Weston, Arthur Szlam, Kyunghyun Cho
Dialogue Natural Language Inference. CoRR (2018)
Anton Bakhtin, Arthur Szlam, Marc'Aurelio Ranzato, Edouard Grave
Lightweight Adaptive Mixture of Neural and N-gram Language Models. CoRR (2018)
Sam Gross, Marc'Aurelio Ranzato, Arthur Szlam
Hard Mixtures of Experts for Large Scale Weakly Supervised Vision. CVPR (2017)
Sainbayar Sukhbaatar, Ilya Kostrikov, Arthur Szlam, Rob Fergus
Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play. CoRR (2017)
Sam Gross, Marc'Aurelio Ranzato, Arthur Szlam
Hard Mixtures of Experts for Large Scale Weakly Supervised Vision. CoRR (2017)
Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun
Tracking the World State with Recurrent Entity Networks. ICLR (Poster) (2017)
Sam Wiseman, Sumit Chopra, Marc'Aurelio Ranzato, Arthur Szlam, Ruoyu Sun, Soumith Chintala, Nicolas Vasilache
Training Language Models Using Target-Propagation. CoRR (2017)
Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou
Low-shot learning with large-scale diffusion. CoRR (2017)
Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston
Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. CoRR (2017)
Huamin Li, George C. Linderman, Arthur Szlam, Kelly P. Stanton, Yuval Kluger, Mark Tygert
Algorithm 971: An Implementation of a Randomized Algorithm for Principal Component Analysis. ACM Trans. Math. Softw. 43 (3) (2017)
W. James Murdoch, Arthur Szlam
Automatic Rule Extraction from Long Short Term Memory Networks. CoRR (2017)
W. James Murdoch, Arthur Szlam
Automatic Rule Extraction from Long Short Term Memory Networks. ICLR (Poster) (2017)
Arthur Szlam, Andrew Tulloch, Mark Tygert
Accurate Low-Rank Approximations Via a Few Iterations of Alternating Least Squares. SIAM J. Matrix Anal. Appl. 38 (2) (2017)
Joost R. van Amersfoort, Anitha Kannan, Marc'Aurelio Ranzato, Arthur Szlam, Du Tran, Soumith Chintala
Transformation-Based Models of Video Sequences. CoRR (2017)
Piotr Bojanowski, Armand Joulin, David Lopez-Paz, Arthur Szlam
Optimizing the Latent Space of Generative Networks. CoRR (2017)
Michael M. Bronstein, Joan Bruna, Yann LeCun, Arthur Szlam, Pierre Vandergheynst
Geometric Deep Learning: Going beyond Euclidean data. IEEE Signal Process. Mag. 34 (4) (2017)
Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun
Tracking the World State with Recurrent Entity Networks. CoRR (2016)
Mark Tygert, Joan Bruna, Soumith Chintala, Yann LeCun, Serkan Piantino, Arthur Szlam
A Mathematical Motivation for Complex-Valued Convolutional Networks. Neural Comput. 28 (5) (2016)
Michael M. Bronstein, Joan Bruna, Yann LeCun, Arthur Szlam, Pierre Vandergheynst
Geometric deep learning: going beyond Euclidean data. CoRR (2016)

Arthur Szlam.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Arthur Szlam