Christopher Joseph Pal
Orcid: 0000-0001-6534-2114Affiliations:
- Polytechnique Montréal, QC, Canada
According to our database1,
Christopher Joseph Pal
authored at least 196 papers
between 1997 and 2024.
Collaborative distances:
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Bibliography
2024
CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning.
CoRR, 2024
Reinforcement Learning for Blind Stair Climbing with Legged and Wheeled-Legged Robots.
CoRR, 2024
2023
Pattern Recognit., April, 2023
Trans. Mach. Learn. Res., 2023
J. Mach. Learn. Res., 2023
CoRR, 2023
CoRR, 2023
Conservative objective models are a special kind of contrastive divergence-based energy model.
CoRR, 2023
Long-Context Language Decision Transformers and Exponential Tilt for Interactive Text Environments.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
Trans. Mach. Learn. Res., 2022
Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance.
CoRR, 2022
Towards good validation metrics for generative models in offline model-based optimisation.
CoRR, 2022
SMPL-IK: Learned Morphology-Aware Inverse Kinematics for AI Driven Artistic Workflows.
Proceedings of the SIGGRAPH Asia 2022 Technical Communications, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
MCVD - Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Conference on Robot Learning, 2022
Proceedings of the Conference on Lifelong Learning Agents, 2022
Proceedings of the Conference on Lifelong Learning Agents, 2022
2021
From Machine Learning to Robotics: Challenges and Opportunities for Embodied Intelligence.
CoRR, 2021
CoRR, 2021
Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of Machine Learning and Systems 2021, 2021
Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data.
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021
2020
ACM Trans. Knowl. Discov. Data, 2020
COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing.
CoRR, 2020
CoRR, 2020
Leveraging cluster backbones for improving MAP inference in statistical relational models.
Ann. Math. Artif. Intell., 2020
Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 4th Conference on Robot Learning, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Promoting Coordination through Policy Regularization in Multi-Agent Reinforcement Learning.
CoRR, 2019
An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation.
CoRR, 2019
Supervise Thyself: Examining Self-Supervised Representations in Interactive Environments.
CoRR, 2019
CoRR, 2019
Dataflow-based Joint Quantization of Weights and Activations for Deep Neural Networks.
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the Deep Generative Models for Highly Structured Data, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge, 2019
Proceedings of the Data Compression Conference, 2019
Proceedings of the 3rd Annual Conference on Robot Learning, 2019
Proceedings of the 3rd Annual Conference on Robot Learning, 2019
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Medical Image Anal., 2018
Recurrent semi-supervised classification and constrained adversarial generation with motion capture data.
Image Vis. Comput., 2018
CoRR, 2018
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018
Proceedings of the SIGGRAPH Asia 2018 Technical Briefs, Tokyo, Japan, December 04-07, 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning.
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
Mach. Learn., 2017
Metastatic liver tumour segmentation with a neural network-guided 3D deformable model.
Medical Biol. Eng. Comput., 2017
CoRR, 2017
CoRR, 2017
Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
A Dataset and Exploration of Models for Understanding Video Data through Fill-in-the-Blank Question-Answering.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
J. Multimodal User Interfaces, 2016
Improving facial analysis and performance driven animation through disentangling identity and expression.
Image Vis. Comput., 2016
Fully automatic person segmentation in unconstrained video using spatio-temporal conditional random fields.
Image Vis. Comput., 2016
CoRR, 2016
A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering.
CoRR, 2016
Proceedings of the 4th International Conference on Learning Representations, 2016
CoRR, 2016
Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
Video Description Generation Incorporating Spatio-Temporal Features and a Soft-Attention Mechanism.
CoRR, 2015
Using Descriptive Video Services to Create a Large Data Source for Video Annotation Research.
CoRR, 2015
Semi-supervised Learning with Encoder-Decoder Recurrent Neural Networks: Experiments with Motion Capture Sequences.
CoRR, 2015
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
3D segmentation of abdominal CT imagery with graphical models, conditional random fields and learning.
Mach. Vis. Appl., 2014
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013
Localizing Facial Keypoints with Global Descriptor Search, Neighbour Alignment and Locally Linear Models.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
2012
On Learning Conditional Random Fields for Stereo - Exploring Model Structures and Approximate Inference.
Int. J. Comput. Vis., 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
2011
Proceedings of the 2011 IEEE International Symposium on Robotic and Sensors Environments, 2011
3D Segmentation in CT Imagery with Conditional Random Fields and Histograms of Oriented Gradients.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the British Machine Vision Conference, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Proceedings of the Video Search and Mining, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the ACL 2010, 2010
2009
Proceedings of the IJCAI 2009, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the Human Behavior Modeling, 2009
2008
Proceedings of the Computer Vision, 2008
2007
Analyzing <i>in situ</i> gene expression in the mouse brain with image registration, feature extraction and block clustering.
BMC Bioinform., 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the IJCAI 2007, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Australas. J. Inf. Syst., 2006
Combining Generative and Discriminative Methods for Pixel Classification with Multi-Conditional Learning.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Sparse Forward-Backward Using Minimum Divergence Beams for Fast Training Of Conditional Random Fields.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Multi-Conditional Learning: Generative/Discriminative Training for Clustering and Classification.
Proceedings of the Proceedings, 2006
2005
Panoramic viewfinder: providing a real-time preview to help users avoid flaws in panoramic pictures.
Proceedings of the 2005 Australasian Computer-Human Interaction Conference, 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
2002
Noise robust speech recognition using Gaussian basis functions for non-linear likelihood function approximation.
Proceedings of the IEEE International Conference on Acoustics, 2002
Learning Montages of Transformed Latent Images as Representations of Objects That Change in Appearance.
Proceedings of the Computer Vision, 2002
1999
Case Libraries and Information Theoretic Case Matching for Soil and Water Resources Management.
Proceedings of the Environmental Software Systems: Environmental Information and Decision Support, IFIP TC5 WG5.11 3rd International Symposium on Environmental Software Systems (ISESS'99), August 30, 1999
1998
A technique for illustrating dynamic component level interactions within a software architecture.
Proceedings of the 1998 conference of the Centre for Advanced Studies on Collaborative Research, November 30, 1998
1997
Proceedings of the Human Factors in Computing Systems, 1997