Advisors
Now showing items 1-7 of 7
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Age and gender normalization in kinship verification
(Bilkent University, 2021-09)Kinship veri cation from facial images using deep learning is an interesting problem that is unsolved and gains growing attention of the research community. However, the most recent kinship veri cation systems su er from ... -
Automatic deceit detection through multimodal analysis of speech videos
(Bilkent University, 2022-09)In this study we propose the use of self-attention for spatial representation learning, while explore transformers as the backbone of our speech model for in-ferring apparent deceptive intent based on multimodal analysis ... -
Deepfake detection through motion magnification inspired feature manipulation
(Bilkent University, 2022-09)Synthetically generated media content poses a significant threat to information security in the online domain. Manipulated videos and images of celebrities, politicians, and ordinary citizens, if aimed at misrepresentation, ... -
Facial analysis of dyadic interactions using multiple instance learning
(Bilkent University, 2021-09)Interpretation of nonverbal behavior is vital for a reliable analysis of social interactions. To this end, we automatically analyze facial expressions of romantic couples during their dyadic interactions, for the first time ... -
Modeling speech transcriptions for automatic assessment of depression severity
(Bilkent University, 2022-09)It is true that everyone has bad days from time to time. Unfortunately, for peo-ple suffering from depression, every day is a constant battle for motivation to do even the simplest of things, all the while dealing with ... -
Personality-aware deception detection from behavioral cues
(Bilkent University, 2021-09)We encounter with deceptive behavior in our daily lives, almost everyday. Even the most reliable ones among us can sometimes be deceptive either deliberately or unintentionally. Since people are not successful at detecting ... -
Spatio-temporal assessment of pain intensity through facial transformation-based representation learning
(Bilkent University, 2021-09)The nature of pain makes it di cult to assess due to its subjectivity and multidimensional characteristics that include intensity, duration, and location. However, the ability to assess pain in an objective and reliable ...
