Chandar, Sarath
- A Deep Reinforcement Learning Chatbot
2017/09/07 by Iulian V. Serban, Iulian Vlad Serban, Serban, Iulian V. +37 · 1 voice · 11 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Mobile Crowdsensing and Crowdsourcing
- V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning
2025/06/11 by Adrien Bardes, Assran, Mido, David P. Fan +54 · 122 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO) #Social Robot Interaction and HRI
- Generating Factoid Questions With Recurrent Neural Networks: The 30M\n Factoid Question-Answer Corpus
2016/03/22 by Iulian Vlad Serban, Alberto García-Durán, Serban, Iulian Vlad +12 · 1 voice · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.NE
- Memory Augmented Neural Networks with Wormhole Connections
2017/01/30 by Caglar Gulcehre, Çağlar Gülçehre, Sarath Chandar +4 · 1 voice · 8 citations
Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications #Topic Modeling #cs.LG #cs.NE #stat.ML
- A Survey of Data Augmentation Approaches for NLP
2021/05/07 by Feng, Steven Y., Gangal, Varun, Wei, Jason +4 · 15 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Are self-explanations from Large Language Models faithful?
2024/01/15 by Andreas Nygaard Madsen, Madsen, Andreas, Sarath Chandar +3 · 18 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
- Steering Large Language Model Activations in Sparse Spaces
2025/02/28 by Bayat, Reza, Rahimi-Kalahroudi, Ali, Pezeshki, Mohammad +2 · 22 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Deep Reinforcement Learning Chatbot (Short Version)
2018/01/20 by Iulian V. Serban, Serban, Iulian V., Chinnadhurai Sankar +33 · 1 voice
#cs.CL #cs.AI #cs.LG #cs.NE #stat.ML
- Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies
2019/01/22 by Sarath Chandar, Chinnadhurai Sankar, Chandar, Sarath +7 · 6 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Parallel Computing and Optimization Techniques #Topic Modeling
- Fairness-Aware Structured Pruning in Transformers
2023/12/24 by Zayed, Abdelrahman, Mordido, Goncalo, Shabanian, Samira +2 · 7 citations
#Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- TAPNext: Tracking Any Point (TAP) as Next Token Prediction
2025/04/08 by Zholus, Artem, Doersch, Carl, Yang, Yi +7 · 14 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning To Navigate The Synthetically Accessible Chemical Space Using\n Reinforcement Learning
2020/04/26 by Sai Krishna Gottipati, Boris Sattarov, Gottipati, Sai Krishna +21 · 4 citations
Computer Science · Engineering · Materials Science · #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computational Drug Discovery Methods #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Mastering Memory Tasks with World Models
2024/03/07 by Samsami, Mohammad Reza, Zholus, Artem, Rajendran, Janarthanan +1 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Interpretability Needs a New Paradigm
2024/05/08 by Andreas Madsen, Andreas Nygaard Madsen, Himabindu Lakkaraju +6 · 1 voice · 4 citations
Health Professions · #Interpreting and Communication in Healthcare
- Self-Influence Guided Data Reweighting for Language Model Pre-training
2023/11/02 by Megh Thakkar, Tolga Bolukbasi, Thakkar, Megh +9 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning
2023/02/06 by Hadi Nekoei, Nekoei, Hadi, Akilesh Badrinaaraayanan +11 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Optimizers Qualitatively Alter Solutions And We Should Leverage This
2025/07/16 by Razvan Pascanu, Clare Lyle, Pascanu, Razvan +17 · 2 voices · 7 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI)
- Continuous Coordination As a Realistic Scenario for Lifelong Learning
2021/03/04 by Hadi Nekoei, Akilesh Badrinaaraayanan, Nekoei, Hadi +5 · 2 citations
Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques
2024/06/07 by Megh Thakkar, Thakkar, Megh, Quentin Fournier +11 · 4 citations
Computer Science · #Data Management and Algorithms
- Should We Attend More or Less? Modulating Attention for Fairness
2023/05/22 by Abdelrahman Zayed, Zayed, Abdelrahman, Gonçalo Mordido +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning
2024/06/06 by Artem Zholus, Zholus, Artem, Maksim Kuznetsov +11 · 4 citations
Engineering · Materials Science · #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Machine Learning in Materials Science #Modular Robots and Swarm Intelligence
- Correlational Neural Networks
2015/04/27 by Sarath Chandar, Chandar, Sarath, Mitesh M. Khapra +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
- Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes
2016/06/30 by Çağlar Gülçehre, Gulcehre, Caglar, Sarath Chandar +5 · 2 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural and Evolutionary Computing (cs.NE)
- CADmium: Fine-Tuning Code Language Models for Text-Driven Sequential CAD Design
2025/07/13 by Prashant Govindarajan, Davide Baldelli, Govindarajan, Prashant +7 · 8 citations
Computer Science · Engineering · #Additive Manufacturing and 3D Printing Technologies #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Manufacturing Process and Optimization #Model-Driven Software Engineering Techniques
- Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning
2015/10/13 by Rajendran, Janarthanan, Khapra, Mitesh M., Chandar, Sarath +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Hierarchical Memory Networks
2016/05/24 by Chandar, Sarath, Ahn, Sungjin, Larochelle, Hugo +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- Faithfulness Measurable Masked Language Models
2023/10/11 by Andreas Nygaard Madsen, Siva Reddy, Madsen, Andreas +3 · 2 citations
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
- Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph
2018/01/31 by Saha, Amrita, Pahuja, Vardaan, Khapra, Mitesh M. +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
2019/06/04 by Sankar, Chinnadhurai, Subramanian, Sandeep, Pal, Christopher +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Maximum Reward Formulation In Reinforcement Learning
2020/10/08 by Gottipati, Sai Krishna, Pathak, Yashaswi, Nuttall, Rohan +6 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Memory Augmented Optimizers for Deep Learning
2021/06/20 by Paul-Aymeric McRae, McRae, Paul-Aymeric, Prasanna Parthasarathi +5 · 1 citation
Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Machine Learning and ELM
- An Introduction to Lifelong Supervised Learning
2022/07/10 by Shagun Sodhani, Mojtaba Faramarzi, Sodhani, Shagun +11 · 1 citation
Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Higher Education Learning Practices #Machine Learning (cs.LG)
- NeoBERT: A Next-Generation BERT
2025/02/26 by Breton, Lola Le, Fournier, Quentin, Mezouar, Mariam El +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models
2024/08/16 by Jerry Huang, Huang, Jerry, Prasanna Parthasarathi +5 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
- Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness
2022/11/20 by Zayed, Abdelrahman, Parthasarathi, Prasanna, Mordido, Goncalo +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- EpiK-Eval: Evaluation for Language Models as Epistemic Models
2023/10/23 by Prato, Gabriele, Huang, Jerry, Parthasarathi, Prasannna +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Conditionally Optimistic Exploration for Cooperative Deep Multi-Agent Reinforcement Learning
2023/03/16 by Xutong Zhao, Yangchen Pan, Zhao, Xutong +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Replay Buffer with Local Forgetting for Adapting to Local Environment Changes in Deep Model-Based Reinforcement Learning
2023/03/15 by Rahimi-Kalahroudi, Ali, Rajendran, Janarthanan, Momennejad, Ida +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Towards Few-shot Coordination: Revisiting Ad-hoc Teamplay Challenge In the Game of Hanabi
2023/08/20 by Nekoei, Hadi, Zhao, Xutong, Rajendran, Janarthanan +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Lookbehind-SAM: k steps back, 1 step forward
2023/07/31 by Mordido, Gonçalo, Malviya, Pranshu, Baratin, Aristide +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Language Model-In-The-Loop: Data Optimal Approach to Learn-To-Recommend Actions in Text Games
2023/11/13 by Sudhakar, Arjun Vaithilingam, Parthasarathi, Prasanna, Rajendran, Janarthanan +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Boosting LLM Reasoning via Spontaneous Self-Correction
2025/06/07 by Xutong Zhao, Zhao, Xutong, Tengyu Xu +24 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Intelligent Switching for Reset-Free RL
2024/05/02 by Darshan Patil, Janarthanan Rajendran, Patil, Darshan +5 · 1 citation
Engineering · #Advanced Control Systems Design #Advancements in Semiconductor Devices and Circuit Design #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radio Frequency Integrated Circuit Design
- Sub-goal Distillation: A Method to Improve Small Language Agents
2024/05/04 by Maryam Hashemzadeh, Hashemzadeh, Maryam, Elias Stengel-Eskin +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
- A Generalist Hanabi Agent
2025/03/17 by Sudhakar, Arjun V, Nekoei, Hadi, Reymond, Mathieu +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Do Large Language Models Know How Much They Know?
2025/02/26 by Prato, Gabriele, Huang, Jerry, Parthasarathi, Prasanna +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Towards Practical Tool Usage for Continually Learning LLMs
2024/04/14 by Huang, Jerry, Parthasarathi, Prasanna, Rezagholizadeh, Mehdi +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- GRPO-λ: Credit Assignment improves LLM Reasoning
2025/09/30 by Parthasarathi, Prasanna, Reymond, Mathieu, Chen, Boxing +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Revisiting Replay and Gradient Alignment for Continual Pre-Training of Large Language Models
2025/08/03 by Abbes, Istabrak, Subbaraj, Gopeshh, Riemer, Matthew +6 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Why Don't Prompt-Based Fairness Metrics Correlate?
2024/06/09 by Abdelrahman Zayed, Gonçalo Mordido, Zayed, Abdelrahman +5 · 1 citation
Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination
2024/10/22 by Jerry Huang, Prasanna Parthasarathi, Huang, Jerry +7 · 1 citation
Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Mental Health Research Topics #Paranormal Experiences and Beliefs