Arthur Szlam

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

2009–2025

Best venue rank

Where they publish

Papers

41 indexed papers, newest first.

Year	Venue	Title	Authors
2025	ICML	Deliberation in Latent Space via Differentiable Cache Augmentation.	Luyang Liu, Jonas Pfeiffer, Jiaxing Wu, Jun Xie, Arthur Szlam
2023	AAAI	A Data Source for Reasoning Embodied Agents.	Jack Lanchantin, Sainbayar Sukhbaatar, Gabriel Synnaeve, Yuxuan Sun, Kavya Srinet, Arthur Szlam
2022	ACL	Beyond Goldfish Memory: Long-Term Open-Domain Conversation.	Jing Xu, Arthur Szlam, Jason Weston
2022	BMVC	Can I see an Example? Active Learning the Long Tail of Attributes and Relations.	Tyler L. Hayes, Maximilian Nickel, Christopher Kanan, Ludovic Denoyer, Arthur Szlam
2022	EMNLP	Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion.	Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston
2022	EMNLP	Reason first, then respond: Modular Generation for Knowledge-infused Dialogue.	Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
2022	NAACL	Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity.	Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
2021	ACL	Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots.	Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston
2021	ICML	Not All Memories are Created Equal: Learning to Forget by Expiring.	Sainbayar Sukhbaatar, Da Ju, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan
2021	ICML	CURI: A Benchmark for Productive Concept Learning Under Uncertainty.	Ramakrishna Vedantam, Arthur Szlam, Maximilian Nickel, Ari Morcos, Brenden M. Lake
2021	ICRA	droidlet: modular, heterogenous, multi-modal agents.	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	NAACL	How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds.	Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktschel, Jason Weston
2020	AAAI	Generating Interactive Worlds with Text.	Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktschel, Arthur Szlam, Jason Weston
2020	ACL	CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant.	Kavya Srinet, Yacine Jernite, Jonathan Gray, Arthur Szlam
2020	ICLR	Residual Energy-Based Models for Text Generation.	Yuntian Deng, Anton Bakhtin, Myle Ott, Arthur Szlam, Marc'Aurelio Ranzato
2020	ICML	Fast Adaptation to New Environments via Policy-Dynamics Value Functions.	Roberta Raileanu, Maxwell Goldstein, Arthur Szlam, Rob Fergus
2019	ACL	Dialogue Natural Language Inference.	Sean Welleck, Jason Weston, Arthur Szlam, Kyunghyun Cho
2019	EMNLP	Learning to Speak and Act in a Fantasy Text Adventure Game.	Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktschel, Douwe Kiela, Arthur Szlam, Jason Weston
2019	ICCV	Order-Aware Generative Modeling Using the 3D-Craft Dataset.	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	ICLR	Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies.	Kenneth Marino, Abhinav Gupta, Rob Fergus, Arthur Szlam
2018	ACL	Personalizing Dialogue Agents: I have a dog, do you have pets too?	Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, Jason Weston
2018	CVPR	Low-Shot Learning With Large-Scale Diffusion.	Matthijs Douze, Arthur Szlam, Bharath Hariharan, Herv Jgou
2018	ICLR	Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play.	Sainbayar Sukhbaatar, Zeming Lin, Ilya Kostrikov, Gabriel Synnaeve, Arthur Szlam, Rob Fergus
2018	ICLR	Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent.	Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston
2018	ICML	Optimizing the Latent Space of Generative Networks.	Piotr Bojanowski, Armand Joulin, David Lopez-Paz, Arthur Szlam
2018	ICML	Modeling Others using Oneself in Multi-Agent Reinforcement Learning.	Roberta Raileanu, Emily Denton, Arthur Szlam, Rob Fergus
2018	ICML	Composable Planning with Attributes.	Amy Zhang, Sainbayar Sukhbaatar, Adam Lerer, Arthur Szlam, Rob Fergus
2017	CVPR	Hard Mixtures of Experts for Large Scale Weakly Supervised Vision.	Sam Gross, Marc'Aurelio Ranzato, Arthur Szlam
2017	ICLR	Tracking the World State with Recurrent Entity Networks.	Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun
2017	ICLR	Automatic Rule Extraction from Long Short Term Memory Networks.	W. James Murdoch, Arthur Szlam
2016	ICML	Recurrent Orthogonal Networks and Long-Memory Tasks.	Mikael Henaff, Arthur Szlam, Yann LeCun
2014	CVPR	Better Feature Tracking through Subspace Constraints.	Bryan Poling, Gilad Lerman, Arthur Szlam
2014	ICASSP	K-mappings and Regression trees.	Yi Wang, Arthur Szlam
2014	ICML	Signal recovery from Pooling Representations.	Joan Bruna Estrach, Arthur Szlam, Yann LeCun
2014	SDM	Unsupervised Feature Learning by Deep Sparse Coding.	Yunlong He, Koray Kavukcuoglu, Yun Wang, Arthur Szlam, Yanjun Qi
2012	CVPR	Incremental gradient on the Grassmannian for online foreground and background separation in subsampled video.	Jun He, Laura Balzano, Arthur Szlam
2012	ECCV	Fast Approximations to Structured Sparse Coding and Applications to Object Classification.	Arthur Szlam, Karol Gregor, Yann LeCun
2010	CVPR	Randomized hybrid linear modeling by local best-fit flats.	Teng Zhang, Arthur Szlam, Yi Wang, Gilad Lerman
2010	ICIP	A split Bregman method for non-negative sparsity penalized least squares with applications to hyperspectral demixing.	Arthur Szlam, Zhaohui Guo, Stanley J. Osher
2010	ICML	Total Variation, Cheeger Cuts.	Arthur Szlam, Xavier Bresson
2009	ICML	Discriminative	Arthur Szlam, Guillermo Sapiro