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Segmenting and Anticipating Procedural Activities

Dr. Angela Yao National University of Singapore Tuesday, June 28, 2022 2:00PM – 3:00PM ENGI 327 / Zoom Abstract Videos of procedural activities are goal-oriented, with multiple steps or actions in a sequence over time. In this talk, I will outline our group’s efforts in developing methods for segmenting and anticipating actions in procedural videos. ...
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Starting a new era in Self-Supervised Learning for Computer Vision AND New Developments in Multimodal Image Understanding

Dr. Muhammad Rana University of Surrey Friday, June 17, 2022 1:00PM – 2:00PM ENGI 327 / Zoom Abstract 1 Vision transformers have generated significant interest in the computer vision community because of their flexibility in exploiting contextual information, whether it is sharply confined local, or long range global. However, they are known to be data ...
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Object-centric anomaly detection in video

Dr. Radu Ionescu University of Bucharest Wednesday, June 15, 2022 2:00PM – 3:00PM ENGI 327 / Zoom Abstract Anomaly detection in video is a challenging computer vision problem, as the classification of an event as normal or abnormal always depends on context. For instance, driving a truck on the street is considered normal, but, if ...
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Using Hierarchies of Skills to Assess and Achieve Automatic Multimodal Comprehension

Dr. Ajay Divakaran SRI International Thursday, May 26, 2022 1:00PM – 2:00PM – Zoom Abstract We lay out a human learning-based framework for studying computational multimodal comprehension. Current visual question answering (VQA) systems treat all questions as equal and have no notion of comprehension. Elementary school (K-5) teaching of reading comprehension on the other hand ...
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Capsule Networks for Video Understanding

Announcing the Final Examination of Kevin Duarte for the degree of Doctor of Philosophy in Computer Science ...
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Exploring Relationships Between Ground and Aerial Views by Synthesis and Matching

Announcing the Final Examination of Krishna Regmi for the degree of Doctor of Philosophy in Computer Science ...
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UCF Master in Computer Vision Virtual Open House

Join us to learn more about UCF’s exciting new Computer Vision Masters Program on Tuesday, March 30 at 5:30pm! Register Here The Master of Science in Computer Vision (MSCV) Program aims to provide technical skills and domain knowledge to the future professionals who seek to acquire expertise in Computer Vision and its related areas. This ...
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Adaptive and Efficient Deep Neural Networks for Edge Computing

Dr. Chen Chen University of North Carolina at Charlotte Thursday, March 25, 2021 11:00AM – 12:00PM – Zoom Abstract Existing deep networks are mostly static – they can only run at a specific resource budget. In real applications, the resource constraints (e.g., computation and memory) are always changing with many conditions such as battery and ...
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From Saliency to Camouflage Analysis

Dr. Tam Nguyen University of Dayton Tuesday, March 23, 2021 11:00AM – 12:00PM – Zoom Abstract This talk will introduce two research directions, salient object detection and camouflaged object segmentation. In the first part of the talk, I will introduce a novel framework for salient object detection. Here, salient object detection aims to detect the ...
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Can We Trust AI? Towards Practical Implementation and Theoretical Analysis in Trustworthy Machine Learning

Mr. Kaidi Xu Northeastern University Monday, March 15, 2021 3:00PM – 4:00PM – Zoom Abstract Deep learning has achieved extraordinary performance in many application domains recently. It has been well accepted that Deep Neural Networks (DNNs) are vulnerable to adversarial attacks, which raises concerns of DNNs in securitycritical applications and may result in disastrous consequences. ...
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Novel Computational Approaches for Multidimensional Brain Image analysis

Announcing the Final Examination of Harish RaviPrakash for the degree of Doctor of Philosophy in Computer Science ...
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Algorithms and Applications of Novel Capsule Networks

Announcing the Final Examination of Rodney LaLonde III for the degree of Doctor of Philosophy in Computer Science ...
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Video Content Understanding Using Text

Announcing the Final Examination of Amir Mazaheri for the degree of Doctor of Philosophy in Computer Science ...
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Learning to Reconstruct for MRI

Dr. Mehmet Akçakaya - University of Minnesota ...
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Optimization Algorithms for Deep Learning Based Medical Image Segmentations

Announcing the Final Examination of Aliasghar Mortazi for the degree of Doctor of Philosophy in Computer Science ...
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Visual-Textual Video Synopsis Generation

Announcing the Final Examination of Aidean Sharghi for the degree of Doctor of Philosophy in Computer Science ...
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Collaborative Artificial Intelligence Algorithms for Medial Imaging Applications

Announcing the Final Examination of Naji Khosravan for the degree of Doctor of Philosophy in Computer Science ...
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Action Recognition, Temporal Localization And Detection in Trimmed And Untrimmed Video

Announcing the Final Examination of Rui Hou for the degree of Doctor of Philosophy in Computer Science ...
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