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Christopher Pal

  1. A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms
    2019/01/30 by Yoshua Bengio, Bengio, Yoshua, Tristan Deleu +13 · 2 voices · 23 citations
    Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #cs.LG #stat.ML
  2. On Extractive and Abstractive Neural Document Summarization with\n Transformer Language Models
    2019/09/07 by Sandeep Subramanian, Raymond Li, Subramanian, Sandeep +5 · 1 voice · 7 citations
    Computer Science · #Advanced Text Analysis Techniques #Natural Language Processing Techniques #Topic Modeling #cs.CL
  3. Deep Complex Networks
    2017/05/27 by Chiheb Trabelsi, Trabelsi, Chiheb, Olexa Bilaniuk +17 · 32 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis #Speech and Audio Processing
  4. MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation
    2022/05/19 by Vikram Voleti, Alexia Jolicoeur‐Martineau, Voleti, Vikram +3 · 40 citations
    Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Model Reduction and Neural Networks
  5. Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion Prediction
    2021/02/19 by Roger Girgis, Girgis, Roger, Florian Golemo +13 · 28 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Robotics (cs.RO) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
  6. Active Domain Randomization
    2019/04/09 by Bhairav Mehta, Manfred Diaz, Mehta, Bhairav +7 · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO) #Topic Modeling
  7. Movie Description
    2016/05/12 by Anna Rohrbach, Atousa Torabi, Rohrbach, Anna +13 · 14 citations
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Text Readability and Simplification
  8. StarVector: Generating Scalable Vector Graphics Code from Images and Text
    2023/12/17 by J.A. Rodríguez, Rodriguez, Juan A., Shubham Agarwal +13 · 28 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  9. Describing Videos by Exploiting Temporal Structure
    2015/02/27 by Li Yao, Atousa Torabi, Yao, Li +11 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  10. Score-based Diffusion Models in Function Space
    2023/02/14 by Jae Hyun Lim, Nikola Kovachki, Lim, Jae Hyun +23 · 17 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #46B09 (Primary) #60J22 (Secondary) #Cell Image Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #I.2.6 #J.2 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  11. LitLLM: A Toolkit for Scientific Literature Review
    2024/02/02 by Shubham Agarwal, Agarwal, Shubham, Sahu, Gaurav +9 · 19 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies
  12. From Machine Learning to Robotics: Challenges and Opportunities for\n Embodied Intelligence
    2021/10/28 by Nicholas Roy, Roy, Nicholas, Ingmar Posner +38 · 10 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
  13. Reinforcement Learning with Random Delays
    2020/10/06 by Simon Ramstedt, Ramstedt, Simon, Yann Bouteiller +7 · 7 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Energy Management
  14. Learning Action and Reasoning-Centric Image Editing from Videos and Simulations
    2024/07/03 by Benno Krojer, Dheeraj Vattikonda, Krojer, Benno +11 · 1 voice · 13 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #cs.CV
  15. UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
    2025/03/19 by Shravan Nayak, Nayak, Shravan, Xiangru Jian +28 · 1 voice · 25 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Video Surveillance and Tracking Methods #Virtual Reality Applications and Impacts #cs.AI #cs.CL #cs.CV
  16. Attention-based Neural Cellular Automata
    2022/11/02 by Mattie Tesfaldet, Tesfaldet, Mattie, Derek Nowrouzezahrai +3 · 9 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Cellular Automata and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
  17. Using Descriptive Video Services to Create a Large Data Source for Video Annotation Research
    2015/03/03 by Atousa Torabi, Torabi, Atousa, Christopher Pal +5 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  18. Block-State Transformers
    2023/06/15 by Mahan Fathi, Jonathan Pilault, Fathi, Mahan +9 · 1 voice · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
  19. Adversarial Generation of Natural Language
    2017/05/31 by Sai Rajeswar, Sandeep Subramanian, Rajeswar, Sai +7 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  20. AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories
    2025/04/11 by Xing Han Lù, Amirhossein Kazemnejad, Lù, Xing Han +16 · 21 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Peer-to-Peer Network Technologies #Web Data Mining and Analysis
  21. RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content
    2024/06/17 by João M. Monteiro, Monteiro, Joao, Pierre-Andre Noel +15 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems #Natural Language Processing Techniques
  22. Unimodal probability distributions for deep ordinal classification
    2017/05/15 by Christopher Beckham, Beckham, Christopher, Christopher Pal +1 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
  23. Reinforcement Learning for Blind Stair Climbing with Legged and Wheeled-Legged Robots
    2024/02/09 by Simon Chamorro, Chamorro, Simon, Victor Klemm +7 · 7 citations
    Engineering · #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Robot Manipulation and Learning #Robotic Locomotion and Control #Robotics (cs.RO)
  24. A dataset and exploration of models for understanding video data through\n fill-in-the-blank question-answering
    2016/11/23 by Tegan Maharaj, Maharaj, Tegan, Nicolas Ballas +7 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
  25. LitLLMs, LLMs for Literature Review: Are we there yet?
    2024/12/15 by Shubham Agarwal, Agarwal, Shubham, Gaurav Sahu +13 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Library Science and Information Systems #Machine Learning (cs.LG) #Research Data Management Practices
  26. CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning
    2024/03/29 by Rowe, Luke, Roger Girgis, Anthony Gosselin +12 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO) #Traffic control and management
  27. Parallel-mentoring for Offline Model-based Optimization
    2023/09/20 by Can Chen, Christopher Beckham, Chen, Can +7 · 5 citations
    Computer Science · Materials Science · #Advanced Multi-Objective Optimization Algorithms #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning and Data Classification #Machine Learning in Materials Science #and Science (cs.CE)
  28. EmoNets: Multimodal deep learning approaches for emotion recognition in\n video
    2015/03/05 by Samira Ebrahimi Kahou, Kahou, Samira Ebrahimi, Xavier Bouthillier +34 · 3 citations
    Psychology · Computer Science · #Emotion and Mood Recognition #Face recognition and analysis #Human Pose and Action Recognition
  29. ParetoFlow: Guided Flows in Multi-Objective Optimization
    2024/12/04 by Ye Yuan, Can Chen, Yuan, Ye +5 · 8 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Simulation Techniques and Applications #and Science (cs.CE)
  30. Bridging the Gap Between Target Networks and Functional Regularization
    2022/10/21 by Alexandre Piché, Piche, Alexandre, Valentin Thomas +11 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Reinforcement Learning in Robotics
  31. Reinforced active learning for image segmentation
    2020/02/16 by Arantxa Casanova, Pedro O. Pinheiro, Casanova, Arantxa +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms #Multimodal Machine Learning Applications
  32. BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
    2024/12/05 by Juan Rodriguez, Xiangru Jian, Siba Smarak Panigrahi +40 · 1 voice · 4 citations
    #cs.LG #cs.CL
  33. GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models
    2024/10/17 by Aditya Sharma, Aman Dalmia, Sharma, Aditya +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies
  34. IntentGPT: Few-shot Intent Discovery with Large Language Models
    2024/11/16 by Juan Rodriguez, Nicholas Botzer, Rodriguez, Juan A. +9 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  35. Goal-conditioned GFlowNets for Controllable Multi-Objective Molecular Design
    2023/06/07 by Julien Roy, Pierre‐Luc Bacon, Roy, Julien +5 · 2 citations
    Computer Science · Engineering · Materials Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Process Optimization and Integration
  36. Supervise Thyself: Examining Self-Supervised Representations in\n Interactive Environments
    2019/06/27 by Evan Racah, Christopher Pal, Racah, Evan +1 · 1 citation
    Computer Science · #Artificial Intelligence in Games #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications
  37. Interactive Language Learning by Question Answering
    2019/08/28 by Xingdi Yuan, Yuan, Xingdi, Marc-Alexandre Côté +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  38. AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding
    2025/02/03 by Ahmed Masry, J.A. Rodríguez, Masry, Ahmed +41 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems
  39. AR-DAE: Towards Unbiased Neural Entropy Gradient Estimation
    2020/06/09 by Jae Hyun Lim, Lim, Jae Hyun, Aaron Courville +5 · 1 citation
    Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
  40. Action-Based Representation Learning for Autonomous Driving
    2020/08/21 by Yi Xiao, Felipe Codevilla, Xiao, Yi +5 · 1 citation
    Computer Science · #Gaussian Processes and Bayesian Inference #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis
  41. ExtremeWeather: A large-scale climate dataset for semi-supervised\n detection, localization, and understanding of extreme weather events
    2016/12/06 by Evan Racah, Racah, Evan, Christopher Beckham +8 · 1 citation
    Earth and Planetary Sciences · Environmental Science · #Climate variability and models #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Flood Risk Assessment and Management #Machine Learning (stat.ML) #Meteorological Phenomena and Simulations #Tropical and Extratropical Cyclones Research
  42. Measuring Systematic Generalization in Neural Proof Generation with Transformers
    2020/09/30 by Nicolas Gontier, Koustuv Sinha, Gontier, Nicolas +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  43. Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments
    2025/03/28 by Rowe, Luke, Roger Girgis, Girgis, Roger +8 · 6 citations
    Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Reinforcement Learning in Robotics #Robotics (cs.RO)
  44. Beyond FVD: Enhanced Evaluation Metrics for Video Generation Quality
    2024/10/07 by Ge Luo, Luo, Ge Ya, Favero, Gian Mario +6 · 2 citations
    Computer Science · #Image and Video Quality Assessment #Video Coding and Compression Technologies #Advanced Image Processing Techniques
  45. Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning
    2024/11/04 by Md Rifat Arefin, Arefin, Md Rifat, Gopeshh Subbaraj +11 · 2 citations
    Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  46. A simple squared-error reformulation for ordinal classification
    2016/12/02 by Christopher Beckham, Beckham, Christopher, Christopher Pal +1 · 2 citations
    Computer Science · Medicine · #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Retinal Imaging and Analysis
  47. Ctrl-V: Higher Fidelity Video Generation with Bounding-Box Controlled Object Motion
    2024/06/09 by Ge Luo, Luo, Ge Ya, Zhi Hao Luo +7 · 1 citation
    Computer Science · Engineering · #Advanced Optical Imaging Technologies #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  48. Ctrl-Crash: Controllable Diffusion for Realistic Car Crashes
    2025/05/30 by Anthony Gosselin, Gosselin, Anthony, Ge Luo +13 · 2 citations
    Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  49. Towards Understanding Generalization in Gradient-Based Meta-Learning
    2019/07/16 by Simon Guiroy, Guiroy, Simon, Vikas Verma +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
  50. ReviewerToo: Should AI Join The Program Committee? A Look At The Future of Peer Review
    2025/10/09 by Gaurav Sahu, Hugo Larochelle, Sahu, Gaurav +5 · 1 citation
    Computer Science · Decision Sciences · Medicine · #Expert finding and Q&A systems #Academic Publishing and Open Access #Artificial Intelligence in Healthcare and Education
  51. Milo, a Fully Autonomous Indoor/Outdoor Robotic Guide Dog
    2026/07/21 by Florian Golemo, Joanna Wolski, Joel Ruben Antony Moniz +1
    #cs.RO