Arthur Szlam
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1362 citations
#cs.CL #cs.AI
- DiLoCo: Distributed Low-Communication Training of Language Models
2023/11/14 by Arthur Douillard, Qixuan Feng, Douillard, Arthur +16 · 6 voices · 27 citations
Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Advanced Neural Network Applications
- Geometric Deep Learning: Going beyond Euclidean data
2017/07/01 by Michael M. Bronstein, Joan Bruna, Yann LeCun +2 · 170 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Graph Theory and Algorithms #Computational Geometry and Mesh Generation
- Personalizing Dialogue Agents: I have a dog, do you have pets too?
2018/01/22 by Saizheng Zhang, Zhang, Saizheng, Emily Dinan +9 · 76 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch
2025/01/30 by Arthur Douillard, Yanislav Donchev, Douillard, Arthur +26 · 7 voices · 7 citations
Computer Science · Social Sciences · #Multimedia Communication and Technology #Semantic Web and Ontologies #cs.CL
- Learning Multiagent Communication with Backpropagation
2016/05/25 by Sainbayar Sukhbaatar, Sukhbaatar, Sainbayar, Arthur Szlam +3 · 36 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Reinforcement Learning in Robotics
- Learning to Reason and Memorize with Self-Notes
2023/05/01 by Jack Lanchantin, Lanchantin, Jack, Shubham Toshniwal +7 · 2 voices · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Learning to Speak and Act in a Fantasy Text Adventure Game
2019/03/07 by Jack Urbanek, Angela Fan, Urbanek, Jack +17 · 1 voice · 6 citations
#cs.CL #cs.AI
- Hash Layers For Large Sparse Models
2021/06/08 by Stephen Roller, Roller, Stephen, Sainbayar Sukhbaatar +5 · 1 voice · 21 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Topic Modeling #cs.CL #cs.LG
- Deliberation in Latent Space via Differentiable Cache Augmentation
2024/12/23 by Luyang Liu, Jonas Pfeiffer, Joseph J. Pfeiffer +8 · 2 voices · 9 citations
Computer Science · #Video Analysis and Summarization #cs.AI #cs.CL #cs.LG
- Hard Mixtures of Experts for Large Scale Weakly Supervised Vision
2017/04/20 by Sam Gross, Gross, Sam, Marc’Aurelio Ranzato +4 · 1 voice · 4 citations
Computer Science · Mathematics · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (stat.ML) #cs.CV #stat.ML
- MazeBase: A Sandbox for Learning from Games
2015/11/23 by Sainbayar Sukhbaatar, Sukhbaatar, Sainbayar, Arthur Szlam +7 · 1 voice · 5 citations
Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media #Reinforcement Learning in Robotics #cs.AI #cs.LG #cs.NE
- Beyond Goldfish Memory: Long-Term Open-Domain Conversation
2021/07/15 by Jing Xu, Xu, Jing, Arthur Szlam +3 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
- Simple Baseline for Visual Question Answering
2015/12/07 by Bolei Zhou, Zhou, Bolei, Yuandong Tian +7 · 13 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Asynchronous Local-SGD Training for Language Modeling
2024/01/17 by Bo Liu, Rachita Chhaparia, Liu, Bo +13 · 2 voices · 4 citations
#cs.LG #cs.CL
- Transformation-Based Models of Video Sequences
2017/01/29 by Joost van Amersfoort, Anitha Kannan, van Amersfoort, Joost +9 · 9 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Image and Video Quality Assessment
- Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions
2020/06/22 by Stephen Roller, Roller, Stephen, Y-Lan Boureau +29 · 4 citations
Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Topic Modeling
- Dialogue Natural Language Inference
2018/11/01 by Sean Welleck, Jason Weston, Welleck, Sean +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Convolutional Matching Pursuit and Dictionary Training
2010/10/03 by Arthur Szlam, Szlam, Arthur, Koray Kavukcuoglu +3 · 1 citation
Computer Science · Engineering · Mathematics · #Blind Source Separation Techniques #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
- Algorithm 971
2017/01/09 by Huamin Li, George C. Linderman, Arthur Szlam +3 · 1 citation
- Not All Memories are Created Equal: Learning to Forget by Expiring
2021/05/13 by Sainbayar Sukhbaatar, Da Young Ju, Sukhbaatar, Sainbayar +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Decoupled DiLoCo for Resilient Distributed Pre-training
2026/04/23 by Arthur Douillard, Keith Rush, Yani Donchev +14 · 1 voice
Computer Science · #cs.CL
- Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity
2021/12/10 by Kurt Shuster, Shuster, Kurt, Jack Urbanek +5 · 1 citation
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- Learning Stable Group Invariant Representations with Convolutional Networks
2013/01/16 by Joan Bruna, Arthur Szlam, Bruna, Joan +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Music and Audio Processing #Neural Networks and Applications #Numerical Analysis (math.NA) #Speech and Audio Processing
- I love your chain mail! Making knights smile in a fantasy game world:\n Open-domain goal-oriented dialogue agents
2020/02/07 by Shrimai Prabhumoye, Margaret Li, Prabhumoye, Shrimai +11 · 2 citations
Computer Science · #Speech and dialogue systems #Topic Modeling #AI in Service Interactions
- DiPaCo: Distributed Path Composition
2024/03/15 by Arthur Douillard, Douillard, Arthur, Qixuan Feng +17 · 1 citation
Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Modular Robots and Swarm Intelligence
- SkillSmith: Learning to Compose Parametric Skills and Textual Knowledge
2026/07/29 by Lucio M. Dery, Benedict Aaron Tjandra, Siavash Samiei +4
Computer Science · #cs.CL