AS
Arthur Szlam
cs.AIcs.CLcs.LGcs.CVstat.MLcs.NEcs.ROstat.COcs.NAmath.NA
On Valency
published · living versionsW_yjkvbrxa·v1 · currentpublished
Spectral Networks and Locally Connected Networks on Graphs
with Joan Bruna, Wojciech Zaremba, Yann LeCun
1 version
Preprints & journals
92 papers in the corpus · 2008–2026Learning Stable Group Invariant Representations with Convolutional Networks1301.3537v1 · Joan Bruna, Arthur Szlam, Yann LeCun2013 · 30 citationsarXiv
Decoupled DiLoCo for Resilient Distributed Pre-training2604.21428v1 · Arthur Douillard, Keith Rush, Yani Donchev et al.2026 · 0 citationsarXiv
Latent Space Communication via K-V Cache Alignment2601.06123v1 · Lucio M. Dery, Zohar Yahav, Henry Prior et al.2026 · 0 citationsarXiv
Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo2503.09799v1 · Zachary Charles, Gabriel Teston, Lucio Dery et al.2025 · 0 citationsarXiv
Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch2501.18512v1 · Arthur Douillard, Yanislav Donchev, Keith Rush et al.2025 · 0 citationsarXiv
Deliberation in Latent Space via Differentiable Cache Augmentation2412.17747v1 · Luyang Liu, Jonas Pfeiffer, Jiaxing Wu et al.2024 · 0 citationsarXiv
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory2210.05663v3 · Nur Muhammad Mahi Shafiullah, Chris Paxton, Lerrel Pinto et al.2022 · 77 citationsarXiv
DiLoCo: Distributed Low-Communication Training of Language Models2311.08105v3 · Arthur Douillard, Qixuan Feng, Andrei A. Rusu et al.2023 · 8 citationsarXiv
Asynchronous Local-SGD Training for Language Modeling2401.09135v2 · Bo Liu, Rachita Chhaparia, Arthur Douillard et al.2024 · 0 citationsarXiv
DiPaCo: Distributed Path Composition2403.10616v1 · Arthur Douillard, Qixuan Feng, Andrei A. Rusu et al.2024 · 0 citationsarXiv
A Data Source for Reasoning Embodied Agents2309.07974v1 · Jack Lanchantin, Sainbayar Sukhbaatar, Gabriel Synnaeve et al.2023 · 6 citationsarXiv
Multi-Party Chat: Conversational Agents in Group Settings with Humans and Models2304.13835v3 · Jimmy Wei, Kurt Shuster, Arthur Szlam et al.2023 · 9 citationsarXiv
Transforming Human-Centered AI Collaboration: Redefining Embodied Agents Capabilities through Interactive Grounded Language Instructions2305.10783v1 · Shrestha Mohanty, Negar Arabzadeh, Julia Kiseleva et al.2023 · 2 citationsarXiv
Algorithm 971: An Implementation of a Randomized Algorithm for Principal Component Analysis.28983138 · Li, Huamin, Linderman, George C, Szlam, Arthur et al.2023 · 59 citationsACM transactions on mathematical software. Association for Computing Machinery. 2017;43(3)
Collecting Interactive Multi-modal Datasets for Grounded Language Understanding2211.06552v3 · Shrestha Mohanty, Negar Arabzadeh, Milagro Teruel et al.2022 · 2 citationsInteractive Learning for Natural Language Processing NeurIPS 2022 Workshop
Transformation-Based Models of Video Sequences1701.08435v3 · Joost van Amersfoort, Anitha Kannan, Marc'Aurelio Ranzato et al.2017 · 61 citationsarXiv
Infusing Commonsense World Models with Graph Knowledge2301.05746v1 · Alexander Gurung, Mojtaba Komeili, Arthur Szlam et al.2023 · 0 citationsarXiv
Many Episode Learning in a Modular Embodied Agent via End-to-End Interaction2204.08687v2 · Yuxuan Sun, Ethan Carlson, Rebecca Qian et al.2022 · 0 citationsarXiv
Learning to Visually Navigate in Photorealistic Environments Without any Supervision2004.04954v1 · Lina Mezghani, Sainbayar Sukhbaatar, Arthur Szlam et al.2020 · 13 citationsarXiv
Can I see an Example? Active Learning the Long Tail of Attributes and Relations2203.06215v2 · Tyler L. Hayes, Maximilian Nickel, Christopher Kanan et al.2022 · 1 citationarXiv
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage2208.03188v3 · Kurt Shuster, Jing Xu, Mojtaba Komeili et al.2022 · 97 citationsarXiv
Reducing conversational agents' overconfidence through linguistic calibration2012.14983v2 · Sabrina J. Mielke, Arthur Szlam, Emily Dinan et al.2020 · 69 citationsarXiv
Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 20212205.02388v2 · Julia Kiseleva, Ziming Li, Mohammad Aliannejadi et al.2022 · 5 citationsProceedings of Machine Learning Research NeurIPS 2021 Competition and Demonstration Track
IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 20222205.13771v1 · Julia Kiseleva, Alexey Skrynnik, Artem Zholus et al.2022 · 6 citationsarXiv
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion2203.13224v2 · Kurt Shuster, Mojtaba Komeili, Leonard Adolphs et al.2022 · 48 citationsarXiv
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity2112.05843v1 · Kurt Shuster, Jack Urbanek, Arthur Szlam et al.2021 · 20 citationsarXiv
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue2111.05204v1 · Leonard Adolphs, Kurt Shuster, Jack Urbanek et al.2021 · 26 citationsarXiv
NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment2110.06536v2 · Julia Kiseleva, Ziming Li, Mohammad Aliannejadi et al.2021 · 3 citationsarXiv
Hash Layers For Large Sparse Models2106.04426v3 · Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam et al.2021 · 48 citationsarXiv
Beyond Goldfish Memory: Long-Term Open-Domain Conversation2107.07567v1 · Jing Xu, Arthur Szlam, Jason Weston2021 · 152 citationsarXiv
Not All Memories are Created Equal: Learning to Forget by Expiring2105.06548v2 · Sainbayar Sukhbaatar, Da Ju, Spencer Poff et al.2021 · 5 citationsarXiv
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds2010.00685v3 · Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li et al.2020 · 27 citationsarXiv
droidlet: modular, heterogenous, multi-modal agents2101.10384v1 · Anurag Pratik, Soumith Chintala, Kavya Srinet et al.2021 · 1 citationarXiv
Residual Energy-Based Models for Text2004.10188v2 · Anton Bakhtin, Yuntian Deng, Sam Gross et al.2020 · 26 citationsJournal of Machine Learning Research 21 (2020) 1-41
Few-shot Sequence Learning with Transformers2012.09543v1 · Lajanugen Logeswaran, Ann Lee, Myle Ott et al.2020 · 4 citationsarXiv
CURI: A Benchmark for Productive Concept Learning Under Uncertainty2010.02855v1 · Ramakrishna Vedantam, Arthur Szlam, Maximilian Nickel et al.2020 · 5 citationsarXiv
Deploying Lifelong Open-Domain Dialogue Learning2008.08076v2 · Kurt Shuster, Jack Urbanek, Emily Dinan et al.2020 · 8 citationsarXiv
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions2006.12442v2 · Stephen Roller, Y-Lan Boureau, Jason Weston et al.2020 · 40 citationsarXiv
Fast Adaptation via Policy-Dynamics Value Functions2007.02879v1 · Roberta Raileanu, Max Goldstein, Arthur Szlam et al.2020 · 9 citationsarXiv
Empirically Verifying Hypotheses Using Reinforcement Learning2006.15762v1 · Kenneth Marino, Rob Fergus, Arthur Szlam et al.2020 · 0 citationsarXiv
Residual Energy-Based Models for Text Generation2004.11714v1 · Yuntian Deng, Anton Bakhtin, Myle Ott et al.2020 · 14 citationsICLR 2020
I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents2002.02878v2 · Shrimai Prabhumoye, Margaret Li, Jack Urbanek et al.2020 · 10 citationsarXiv
Generating Interactive Worlds with Text1911.09194v2 · Angela Fan, Jack Urbanek, Pratik Ringshia et al.2019 · 16 citationsarXiv
Real or Fake? Learning to Discriminate Machine from Human Generated Text1906.03351v2 · Anton Bakhtin, Sam Gross, Myle Ott et al.2019 · 32 citationsarXiv
Why Build an Assistant in Minecraft?1907.09273v2 · Arthur Szlam, Jonathan Gray, Kavya Srinet et al.2019 · 10 citationsarXiv
CraftAssist: A Framework for Dialogue-enabled Interactive Agents1907.08584v1 · Jonathan Gray, Kavya Srinet, Yacine Jernite et al.2019 · 18 citationsarXiv
Optimizing the Latent Space of Generative Networks1707.05776v2 · Piotr Bojanowski, Armand Joulin, David Lopez-Paz et al.2017 · 306 citationsarXiv
CraftAssist Instruction Parsing: Semantic Parsing for a Minecraft Assistant1905.01978v1 · Yacine Jernite, Kavya Srinet, Jonathan Gray et al.2019 · 7 citationsarXiv
Composable Planning with Attributes1803.00512v2 · Amy Zhang, Adam Lerer, Sainbayar Sukhbaatar et al.2018 · 39 citationsInternational Conference on Machine Learning, 2018
Better Feature Tracking Through Subspace Constraints1405.2316v1 · Bryan Poling, Gilad Lerman, Arthur Szlam2014 · 13 citationsProceedings of CVPR, 2014, pages 3454-3461
Career total: 149 works. 92 are in this corpus.Showing the 50 most recent.
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