Arthur Szlam - RankMe

152 papers A* 25A 2B 1Misc 1Journal 92Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Latent Space Communication via K-V Cache Alignment. CoRR Lucio M. Dery, Zohar Yahav, Henry Prior, Qixuan Feng, Jiajun Shen, Arthur Szlam
2025	J	`jnl`	Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo. CoRR Zachary Charles, Gabriel Teston, Lucio Dery, Keith Rush, Nova Fallen, Zachary Garrett, Arthur Szlam, Arthur Douillard
2025	A*	`conf`	Deliberation in Latent Space via Differentiable Cache Augmentation. ICML Luyang Liu, Jonas Pfeiffer, Jiaxing Wu, Jun Xie, Arthur Szlam
2025	J	`jnl`	Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch. CoRR Arthur Douillard, Yanislav Donchev, Keith Rush, Satyen Kale, Zachary Charles, Zachary Garrett, Gabriel Teston, Dave Lacey, Ross McIlroy, Jiajun Shen, Alexandre Ramé, Arthur Szlam, Marc'Aurelio Ranzato, Paul Barham
2024	J	`jnl`	Asynchronous Local-SGD Training for Language Modeling. CoRR Bo Liu, Rachita Chhaparia, Arthur Douillard, Satyen Kale, Andrei A. Rusu, Jiajun Shen, Arthur Szlam, Marc'Aurelio Ranzato
2024	—	`conf`	Compositional Interfaces for Compositional Generalization. CoLLAs Jelena Luketina, Jack Lanchantin, Sainbayar Sukhbaatar, Arthur Szlam
2024	J	`jnl`	Deliberation in Latent Space via Differentiable Cache Augmentation. CoRR Luyang Liu, Jonas Pfeiffer, Jiaxing Wu, Jun Xie, Arthur Szlam
2024	J	`jnl`	DiPaCo: Distributed Path Composition. CoRR Arthur Douillard, Qixuan Feng, Andrei A. Rusu, Adhiguna Kuncoro, Yani Donchev, Rachita Chhaparia, Ionel Gog, Marc'Aurelio Ranzato, Jiajun Shen, Arthur Szlam
2023	A*	`conf`	A Data Source for Reasoning Embodied Agents. AAAI Jack Lanchantin, Sainbayar Sukhbaatar, Gabriel Synnaeve, Yuxuan Sun, Kavya Srinet, Arthur Szlam
2023	J	`jnl`	A Data Source for Reasoning Embodied Agents. CoRR Jack Lanchantin, Sainbayar Sukhbaatar, Gabriel Synnaeve, Yuxuan Sun, Kavya Srinet, Arthur Szlam
2023	—	`conf`	CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory. Robotics: Science and Systems Nur Muhammad (Mahi) Shafiullah, Chris Paxton, Lerrel Pinto, Soumith Chintala, Arthur Szlam
2023	J	`jnl`	DiLoCo: Distributed Low-Communication Training of Language Models. CoRR Arthur Douillard, Qixuang Feng, Andrei A. Rusu, Rachita Chhaparia, Yani Donchev, Adhiguna Kuncoro, Marc'Aurelio Ranzato, Arthur Szlam, Jiajun Shen
2023	J	`jnl`	Infusing Commonsense World Models with Graph Knowledge. CoRR Alexander Gurung, Mojtaba Komeili, Arthur Szlam, Jason Weston, Jack Urbanek
2023	A*	`conf`	Learning to Reason and Memorize with Self-Notes. NeurIPS Jack Lanchantin, Shubham Toshniwal, Jason Weston, Arthur Szlam, Sainbayar Sukhbaatar
2023	J	`jnl`	Learning to Reason and Memorize with Self-Notes. CoRR Jack Lanchantin, Shubham Toshniwal, Jason Weston, Arthur Szlam, Sainbayar Sukhbaatar
2023	J	`jnl`	Multi-Party Chat: Conversational Agents in Group Settings with Humans and Models. CoRR Jimmy Wei, Kurt Shuster, Arthur Szlam, Jason Weston, Jack Urbanek, Mojtaba Komeili
2023	J	`jnl`	Transforming Human-Centered AI Collaboration: Redefining Embodied Agents Capabilities through Interactive Grounded Language Instructions. CoRR Shrestha Mohanty, Negar Arabzadeh, Julia Kiseleva, Artem Zholus, Milagro Teruel, Ahmed Awadallah, Yuxuan Sun, Kavya Srinet, Arthur Szlam
2022	—	`conf`	Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity. NAACL-HLT (Findings) Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
2022	—	`conf`	Beyond Goldfish Memory: Long-Term Open-Domain Conversation. ACL (1) Jing Xu, Arthur Szlam, Jason Weston
2022	J	`jnl`	BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage. CoRR 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
2022	J	`jnl`	CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory. CoRR Nur Muhammad (Mahi) Shafiullah, Chris Paxton, Lerrel Pinto, Soumith Chintala, Arthur Szlam
2022	A	`conf`	Can I see an Example? Active Learning the Long Tail of Attributes and Relations. BMVC Tyler L. Hayes, Maximilian Nickel, Christopher Kanan, Ludovic Denoyer, Arthur Szlam
2022	J	`jnl`	Can I see an Example? Active Learning the Long Tail of Attributes and Relations. CoRR Tyler L. Hayes, Maximilian Nickel, Christopher Kanan, Ludovic Denoyer, Arthur Szlam
2022	J	`jnl`	Collecting Interactive Multi-modal Datasets for Grounded Language Understanding. CoRR Shrestha Mohanty, Negar Arabzadeh, Milagro Teruel, Yuxuan Sun, Artem Zholus, Alexey Skrynnik, Mikhail Burtsev, Kavya Srinet, Aleksandr Panov, Arthur Szlam, Marc-Alexandre Côté, Julia Kiseleva
2022	J	`jnl`	IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022. CoRR 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 I. Panov, Yuxuan Sun, Kavya Srinet, Arthur Szlam, Ahmed Awadallah
2022	J	`jnl`	IGLU Gridworld: Simple and Fast Environment for Embodied Dialog Agents. CoRR Artem Zholus, Alexey Skrynnik, Shrestha Mohanty, Zoya Volovikova, Julia Kiseleva, Arthur Szlam, Marc-Alexandre Côté, Aleksandr I. Panov
2022	J	`jnl`	Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021. CoRR Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr I. Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Marc-Alexandre Côté, Katja Hofmann, Ahmed Awadallah, Linar Abdrazakov, Igor Churin, Putra Manggala, Kata Naszádi, Michiel van der Meer, Taewoon Kim
2022	—	`conf`	Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. EMNLP (Findings) Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston
2022	J	`jnl`	Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. CoRR Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston
2022	J	`jnl`	Many Episode Learning in a Modular Embodied Agent via End-to-End Interaction. CoRR Yuxuan Sun, Ethan Carlson, Rebecca Qian, Kavya Srinet, Arthur Szlam
2022	—	`conf`	Reason first, then respond: Modular Generation for Knowledge-infused Dialogue. EMNLP (Findings) Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
2022	J	`jnl`	Reducing Conversational Agents' Overconfidence through Linguistic Calibration. Trans. Assoc. Comput. Linguistics Sabrina J. Mielke, Arthur Szlam, Emily Dinan, Y-Lan Boureau
2021	J	`jnl`	Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity. CoRR Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
2021	J	`jnl`	Beyond Goldfish Memory: Long-Term Open-Domain Conversation. CoRR Jing Xu, Arthur Szlam, Jason Weston
2021	A*	`conf`	CURI: A Benchmark for Productive Concept Learning Under Uncertainty. ICML Ramakrishna Vedantam, Arthur Szlam, Maximilian Nickel, Ari Morcos, Brenden M. Lake
2021	—	`conf`	Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots. ACL/IJCNLP (Findings) Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston
2021	A*	`conf`	Hash Layers For Large Sparse Models. NeurIPS Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston
2021	J	`jnl`	Hash Layers For Large Sparse Models. CoRR Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston
2021	—	`conf`	How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds. NAACL-HLT Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston
2021	—	`conf`	Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021. NeurIPS (Competition and Demos) Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail 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
2021	—	`conf`	Interactive Grounded Language Understanding in a Collaborative Environment: Retrospective on Iglu 2022 Competition. NeurIPS (Competition and Demos) 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
2021	J	`jnl`	NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment. CoRR Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr I. Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Katja Hofmann, Michel Galley, Ahmed Hassan Awadallah
2021	A*	`conf`	Not All Memories are Created Equal: Learning to Forget by Expiring. ICML Sainbayar Sukhbaatar, Da Ju, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan
2021	J	`jnl`	Not All Memories are Created Equal: Learning to Forget by Expiring. CoRR Sainbayar Sukhbaatar, Da Ju, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan
2021	J	`jnl`	Reason first, then respond: Modular Generation for Knowledge-infused Dialogue. CoRR Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
2021	J	`jnl`	Residual Energy-Based Models for Text. J. Mach. Learn. Res. Anton Bakhtin, Yuntian Deng, Sam Gross, Myle Ott, Marc'Aurelio Ranzato, Arthur Szlam
2021	A*	`conf`	droidlet: modular, heterogenous, multi-modal agents. ICRA 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
2021	J	`jnl`	droidlet: modular, heterogenous, multi-modal agents. CoRR 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
2020	J	`jnl`	CURI: A Benchmark for Productive Concept Learning Under Uncertainty. CoRR Ramakrishna Vedantam, Arthur Szlam, Maximilian Nickel, Ari Morcos, Brenden M. Lake
2020	A*	`conf`	CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant. ACL Kavya Srinet, Yacine Jernite, Jonathan Gray, Arthur Szlam
2020	J	`jnl`	Deploying Lifelong Open-Domain Dialogue Learning. CoRR Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston
2020	J	`jnl`	Empirically Verifying Hypotheses Using Reinforcement Learning. CoRR Kenneth Marino, Rob Fergus, Arthur Szlam, Abhinav Gupta
2020	J	`jnl`	Energy-Based Models for Text. CoRR Anton Bakhtin, Yuntian Deng, Sam Gross, Myle Ott, Marc'Aurelio Ranzato, Arthur Szlam
2020	A*	`conf`	Fast Adaptation to New Environments via Policy-Dynamics Value Functions. ICML Roberta Raileanu, Maxwell Goldstein, Arthur Szlam, Rob Fergus
2020	J	`jnl`	Fast Adaptation via Policy-Dynamics Value Functions. CoRR Roberta Raileanu, Maxwell Goldstein, Arthur Szlam, Rob Fergus
2020	J	`jnl`	Few-shot Sequence Learning with Transformers. CoRR Lajanugen Logeswaran, Ann Lee, Myle Ott, Honglak Lee, Marc'Aurelio Ranzato, Arthur Szlam
2020	A*	`conf`	Generating Interactive Worlds with Text. AAAI Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktäschel, Arthur Szlam, Jason Weston
2020	J	`jnl`	How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds. CoRR Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston
2020	J	`jnl`	I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents. CoRR Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, Arthur Szlam
2020	J	`jnl`	Learning to Visually Navigate in Photorealistic Environments Without any Supervision. CoRR Lina Mezghani, Sainbayar Sukhbaatar, Arthur Szlam, Armand Joulin, Piotr Bojanowski
2020	J	`jnl`	Linguistic calibration through metacognition: aligning dialogue agent responses with expected correctness. CoRR Sabrina J. Mielke, Arthur Szlam, Y-Lan Boureau, Emily Dinan
2020	J	`jnl`	Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions. CoRR 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
2020	A*	`conf`	Residual Energy-Based Models for Text Generation. ICLR Yuntian Deng, Anton Bakhtin, Myle Ott, Arthur Szlam, Marc'Aurelio Ranzato
2020	J	`jnl`	Residual Energy-Based Models for Text Generation. CoRR Yuntian Deng, Anton Bakhtin, Myle Ott, Arthur Szlam, Marc'Aurelio Ranzato
2019	J	`jnl`	CraftAssist Instruction Parsing: Semantic Parsing for a Minecraft Assistant. CoRR Yacine Jernite, Kavya Srinet, Jonathan Gray, Arthur Szlam
2019	J	`jnl`	CraftAssist: A Framework for Dialogue-enabled Interactive Agents. CoRR Jonathan Gray, Kavya Srinet, Yacine Jernite, Haonan Yu, Zhuoyuan Chen, Demi Guo, Siddharth Goyal, C. Lawrence Zitnick, Arthur Szlam
2019	—	`conf`	Dialogue Natural Language Inference. ACL (1) Sean Welleck, Jason Weston, Arthur Szlam, Kyunghyun Cho
2019	J	`jnl`	Generating Interactive Worlds with Text. CoRR Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktäschel, Arthur Szlam, Jason Weston
2019	—	`conf`	Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies. ICLR (Poster) Kenneth Marino, Abhinav Gupta, Rob Fergus, Arthur Szlam
2019	—	`conf`	Learning to Speak and Act in a Fantasy Text Adventure Game. EMNLP/IJCNLP (1) Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston
2019	J	`jnl`	Learning to Speak and Act in a Fantasy Text Adventure Game. CoRR Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston
2019	A*	`conf`	Order-Aware Generative Modeling Using the 3D-Craft Dataset. ICCV 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
2019	J	`jnl`	Real or Fake? Learning to Discriminate Machine from Human Generated Text. CoRR Anton Bakhtin, Sam Gross, Myle Ott, Yuntian Deng, Marc'Aurelio Ranzato, Arthur Szlam
2019	J	`jnl`	The Second Conversational Intelligence Challenge (ConvAI2). CoRR 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 D. Williams, Joelle Pineau, Mikhail Burtsev, Jason Weston
2019	J	`jnl`	Why Build an Assistant in Minecraft? CoRR 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
2018	A*	`conf`	Composable Planning with Attributes. ICML Amy Zhang, Sainbayar Sukhbaatar, Adam Lerer, Arthur Szlam, Rob Fergus
2018	J	`jnl`	Composable Planning with Attributes. CoRR Amy Zhang, Adam Lerer, Sainbayar Sukhbaatar, Rob Fergus, Arthur Szlam
2018	J	`jnl`	Dialogue Natural Language Inference. CoRR Sean Welleck, Jason Weston, Arthur Szlam, Kyunghyun Cho
2018	—	`conf`	Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play. ICLR (Poster) Sainbayar Sukhbaatar, Zeming Lin, Ilya Kostrikov, Gabriel Synnaeve, Arthur Szlam, Rob Fergus
2018	J	`jnl`	Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement Learning. CoRR Sainbayar Sukhbaatar, Emily Denton, Arthur Szlam, Rob Fergus
2018	J	`jnl`	Lightweight Adaptive Mixture of Neural and N-gram Language Models. CoRR Anton Bakhtin, Arthur Szlam, Marc'Aurelio Ranzato, Edouard Grave
2018	A*	`conf`	Low-Shot Learning With Large-Scale Diffusion. CVPR Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou
2018	—	`conf`	Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. ICLR (Poster) Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston
2018	A*	`conf`	Modeling Others using Oneself in Multi-Agent Reinforcement Learning. ICML Roberta Raileanu, Emily Denton, Arthur Szlam, Rob Fergus
2018	J	`jnl`	Modeling Others using Oneself in Multi-Agent Reinforcement Learning. CoRR Roberta Raileanu, Emily Denton, Arthur Szlam, Rob Fergus
2018	A*	`conf`	Optimizing the Latent Space of Generative Networks. ICML Piotr Bojanowski, Armand Joulin, David Lopez-Paz, Arthur Szlam
2018	—	`conf`	Personalizing Dialogue Agents: I have a dog, do you have pets too? ACL (1) Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, Jason Weston
2018	J	`jnl`	Personalizing Dialogue Agents: I have a dog, do you have pets too? CoRR Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, Jason Weston
2018	J	`jnl`	Planning with Arithmetic and Geometric Attributes. CoRR David Folqué, Sainbayar Sukhbaatar, Arthur Szlam, Joan Bruna
2017	J	`jnl`	Accurate Low-Rank Approximations Via a Few Iterations of Alternating Least Squares. SIAM J. Matrix Anal. Appl. Arthur Szlam, Andrew Tulloch, Mark Tygert
2017	J	`jnl`	Algorithm 971: An Implementation of a Randomized Algorithm for Principal Component Analysis. ACM Trans. Math. Softw. Huamin Li, George C. Linderman, Arthur Szlam, Kelly P. Stanton, Yuval Kluger, Mark Tygert
2017	—	`conf`	Automatic Rule Extraction from Long Short Term Memory Networks. ICLR (Poster) W. James Murdoch, Arthur Szlam
2017	J	`jnl`	Automatic Rule Extraction from Long Short Term Memory Networks. CoRR W. James Murdoch, Arthur Szlam
2017	J	`jnl`	Geometric Deep Learning: Going beyond Euclidean data. IEEE Signal Process. Mag. Michael M. Bronstein, Joan Bruna, Yann LeCun, Arthur Szlam, Pierre Vandergheynst
2017	A*	`conf`	Hard Mixtures of Experts for Large Scale Weakly Supervised Vision. CVPR Sam Gross, Marc'Aurelio Ranzato, Arthur Szlam
2017	J	`jnl`	Hard Mixtures of Experts for Large Scale Weakly Supervised Vision. CoRR Sam Gross, Marc'Aurelio Ranzato, Arthur Szlam
2017	J	`jnl`	Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play. CoRR Sainbayar Sukhbaatar, Ilya Kostrikov, Arthur Szlam, Rob Fergus
2017	J	`jnl`	Low-shot learning with large-scale diffusion. CoRR Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou
2017	J	`jnl`	Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. CoRR Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston
2017	J	`jnl`	Optimizing the Latent Space of Generative Networks. CoRR Piotr Bojanowski, Armand Joulin, David Lopez-Paz, Arthur Szlam
2017	—	`conf`	Tracking the World State with Recurrent Entity Networks. ICLR (Poster) Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun
2017	J	`jnl`	Training Language Models Using Target-Propagation. CoRR Sam Wiseman, Sumit Chopra, Marc'Aurelio Ranzato, Arthur Szlam, Ruoyu Sun, Soumith Chintala, Nicolas Vasilache
2017	J	`jnl`	Transformation-Based Models of Video Sequences. CoRR Joost R. van Amersfoort, Anitha Kannan, Marc'Aurelio Ranzato, Arthur Szlam, Du Tran, Soumith Chintala
2016	J	`jnl`	A Mathematical Motivation for Complex-Valued Convolutional Networks. Neural Comput. Mark Tygert, Joan Bruna, Soumith Chintala, Yann LeCun, Serkan Piantino, Arthur Szlam
2016	J	`jnl`	Accurate principal component analysis via a few iterations of alternating least squares. CoRR Arthur Szlam, Andrew Tulloch, Mark Tygert
2016	A*	`conf`	Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems. ICLR (Poster) Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander H. Miller, Arthur Szlam, Jason Weston
2016	J	`jnl`	Geometric deep learning: going beyond Euclidean data. CoRR Michael M. Bronstein, Joan Bruna, Yann LeCun, Arthur Szlam, Pierre Vandergheynst
2016	—	`conf`	Learning Multiagent Communication with Backpropagation. NIPS Sainbayar Sukhbaatar, Arthur Szlam, Rob Fergus
2016	J	`jnl`	Learning Multiagent Communication with Backpropagation. CoRR Sainbayar Sukhbaatar, Arthur Szlam, Rob Fergus
2016	J	`jnl`	Orthogonal RNNs and Long-Memory Tasks. CoRR Mikael Henaff, Arthur Szlam, Yann LeCun
2016	A*	`conf`	Recurrent Orthogonal Networks and Long-Memory Tasks. ICML Mikael Henaff, Arthur Szlam, Yann LeCun
2016	—	`conf`	The Product Cut. NIPS Thomas Laurent, James H. von Brecht, Xavier Bresson, Arthur Szlam
2016	J	`jnl`	Tracking the World State with Recurrent Entity Networks. CoRR Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun
2015	J	`jnl`	A theoretical argument for complex-valued convolutional networks. CoRR Joan Bruna, Soumith Chintala, Yann LeCun, Serkan Piantino, Arthur Szlam, Mark Tygert
2015	—	`conf`	Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks. NIPS Emily L. Denton, Soumith Chintala, Arthur Szlam, Rob Fergus
2015	J	`jnl`	Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks. CoRR Emily L. Denton, Soumith Chintala, Arthur Szlam, Robert Fergus
2015	—	`conf`	End-To-End Memory Networks. NIPS Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus
2015	J	`jnl`	MazeBase: A Sandbox for Learning from Games. CoRR Sainbayar Sukhbaatar, Arthur Szlam, Gabriel Synnaeve, Soumith Chintala, Rob Fergus
2015	J	`jnl`	Scale-invariant learning and convolutional networks. CoRR Soumith Chintala, Marc'Aurelio Ranzato, Arthur Szlam, Yuandong Tian, Mark Tygert, Wojciech Zaremba
2015	J	`jnl`	Simple Baseline for Visual Question Answering. CoRR Bolei Zhou, Yuandong Tian, Sainbayar Sukhbaatar, Arthur Szlam, Rob Fergus
2015	J	`jnl`	Weakly Supervised Memory Networks. CoRR Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus
2014	J	`jnl`	An Incremental Reseeding Strategy for Clustering. CoRR Xavier Bresson, Huiyi Hu, Thomas Laurent, Arthur Szlam, James H. von Brecht
2014	J	`jnl`	An implementation of a randomized algorithm for principal component analysis. CoRR Arthur Szlam, Yuval Kluger, Mark Tygert
2014	J	`jnl`	Better Feature Tracking Through Subspace Constraints. CoRR Bryan Poling, Gilad Lerman, Arthur Szlam
2014	A*	`conf`	Better Feature Tracking through Subspace Constraints. CVPR Bryan Poling, Gilad Lerman, Arthur Szlam
2014	Misc	`conf`	K-mappings and Regression trees. ICASSP Yi Wang, Arthur Szlam
2014	J	`jnl`	Multi-class Transductive Learning Based on ℓ 1 Relaxations of Cheeger Cut and Mumford-Shah-Potts Model. J. Math. Imaging Vis. Xavier Bresson, Xue-Cheng Tai, Tony F. Chan, Arthur Szlam
2014	A*	`conf`	Signal recovery from Pooling Representations. ICML Joan Bruna Estrach, Arthur Szlam, Yann LeCun
2014	—	`conf`	Spectral Networks and Locally Connected Networks on Graphs. ICLR Joan Bruna, Wojciech Zaremba, Arthur Szlam, Yann LeCun
2014	A	`conf`	Unsupervised Feature Learning by Deep Sparse Coding. SDM Yunlong He, Koray Kavukcuoglu, Yun Wang, Arthur Szlam, Yanjun Qi
2014	—	`conf`	Unsupervised Feature Learning by Deep Sparse Coding. ICLR (Workshop) Yunlong He, Koray Kavukcuoglu, Yun Wang, Arthur Szlam, Yanjun Qi
2014	J	`jnl`	Video (language) modeling: a baseline for generative models of natural videos. CoRR Marc'Aurelio Ranzato, Arthur Szlam, Joan Bruna, Michaël Mathieu, Ronan Collobert, Sumit Chopra
2013	—	`conf`	Learning Stable Group Invariant Representations with Convolutional Networks ICLR (Workshop Poster) Joan Bruna, Arthur Szlam, Yann LeCun
2013	J	`jnl`	Robust Locally Linear Analysis with Applications to Image Denoising and Blind Inpainting. SIAM J. Imaging Sci. Yi Wang, Arthur Szlam, Gilad Lerman
2013	—	`conf`	Tree structured sparse coding on cubes ICLR (Workshop Poster) Arthur Szlam
2012	—	`conf`	Fast Approximations to Structured Sparse Coding and Applications to Object Classification. ECCV (5) Arthur Szlam, Karol Gregor, Yann LeCun
2012	J	`jnl`	Fast approximations to structured sparse coding and applications to object classification CoRR Arthur Szlam, Karol Gregor, Yann LeCun
2012	J	`jnl`	Hybrid Linear Modeling via Local Best-Fit Flats. Int. J. Comput. Vis. Teng Zhang, Arthur Szlam, Yi Wang, Gilad Lerman
2012	A*	`conf`	Incremental gradient on the Grassmannian for online foreground and background separation in subsampled video. CVPR Jun He, Laura Balzano, Arthur Szlam
2012	—	`conf`	K-subspaces with missing data. SSP Laura Balzano, Arthur Szlam, Benjamin Recht, Robert D. Nowak
2011	—	`conf`	Structured sparse coding via lateral inhibition. NIPS Arthur Szlam, Karol Gregor, Yann LeCun
2010	B	`conf`	A split Bregman method for non-negative sparsity penalized least squares with applications to hyperspectral demixing. ICIP Arthur Szlam, Zhaohui Guo, Stanley J. Osher
2010	J	`jnl`	Convolutional Matching Pursuit and Dictionary Training CoRR Arthur Szlam, Koray Kavukcuoglu, Yann LeCun
2010	J	`jnl`	Hybrid Linear Modeling via Local Best-fit Flats CoRR Teng Zhang, Arthur Szlam, Yi Wang, Gilad Lerman
2010	J	`jnl`	Randomized hybrid linear modeling by local best-fit flats CoRR Teng Zhang, Arthur Szlam, Yi Wang, Gilad Lerman
2010	A*	`conf`	Randomized hybrid linear modeling by local best-fit flats. CVPR Teng Zhang, Arthur Szlam, Yi Wang, Gilad Lerman
2010	A*	`conf`	Total Variation, Cheeger Cuts. ICML Arthur Szlam, Xavier Bresson
2009	J	`jnl`	A Randomized Algorithm for Principal Component Analysis. SIAM J. Matrix Anal. Appl. Vladimir Rokhlin, Arthur Szlam, Mark Tygert
2009	A*	`conf`	Discriminative ICML Arthur Szlam, Guillermo Sapiro
2009	—	`conf`	Median K-Flats for hybrid linear modeling with many outliers. ICCV Workshops Teng Zhang, Arthur Szlam, Gilad Lerman
2009	J	`jnl`	Median K-flats for hybrid linear modeling with many outliers CoRR Teng Zhang, Arthur Szlam, Gilad Lerman
2009	—	`conf`	Semi-supervised Segmentation Based on Non-local Continuous Min-Cut. SSVM Nawal Houhou, Xavier Bresson, Arthur Szlam, Tony F. Chan, Jean-Philippe Thiran