A robust approach to shear strength prediction of reinforced concrete deep beams using ensemble learning with SHAP interpretability.
Soft Comput., April, 2024
CodeNav: Beyond tool-use to using real-world codebases with LLM agents.
CoRR, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
m &m's: A Benchmark to Evaluate Tool-Use for multi-step multi-modal Tasks.
Proceedings of the Computer Vision - ECCV 2024, 2024
SPOC: Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Selective "Selective Prediction": Reducing Unnecessary Abstention in Vision-Language Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World.
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CoRR, 2023
OBJECT 3DIT: Language-guided 3D-aware Image Editing.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Visual Programming: Compositional visual reasoning without training.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
GRIT: General Robust Image Task Benchmark.
CoRR, 2022
Webly Supervised Concept Expansion for General Purpose Vision Models.
Proceedings of the Computer Vision - ECCV 2022, 2022
Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Towards General Purpose Vision Systems.
CoRR, 2021
Learning Curves for Analysis of Deep Networks.
Proceedings of the 38th International Conference on Machine Learning, 2021
Visual Semantic Role Labeling for Video Understanding.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Representations from vision and language
PhD thesis, 2020
Contrastive Learning for Weakly Supervised Phrase Grounding.
Proceedings of the Computer Vision - ECCV 2020, 2020
No-Frills Human-Object Interaction Detection: Factorization, Layout Encodings, and Training Techniques.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
ViCo: Word Embeddings From Visual Co-Occurrences.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
No-Frills Human-Object Interaction Detection: Factorization, Appearance and Layout Encodings, and Training Techniques.
CoRR, 2018
Imagine This! Scripts to Compositions to Videos.
Proceedings of the Computer Vision - ECCV 2018, 2018
Decentralized Random Walk-Based Data Collection in Networks.
CoRR, 2017
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks.
Proceedings of the IEEE International Conference on Computer Vision, 2017
3DFS: Deformable Dense Depth Fusion and Segmentation for Object Reconstruction from a Handheld Camera.
CoRR, 2016
Application of Statistical Bolstering Methodology to Real World Measure Analytics.
Proceedings of the Summit on Clinical Research Informatics, 2016
Completing 3D object shape from one depth image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
A General Propensity Matching Algorithm to Control for Potential Confounders in Observational Studies using Outcomes Miner.
Proceedings of the AMIA 2014, 2014
An Architecture for Congestion Management in Ethernet Clusters.
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005