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Select Publications

Conference Papers

Caldwell S; Gedeon T; Jones R; Copeland L, 2015, 'Imperfect understandings: a grounded theory and eye gaze investigation of human perceptions of manipulated and unmanipulated digital images', in Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science, Barcelona, Spain, presented at World Congress on Electrical Engineering and Computer Science, Barcelona, Spain, 13 July 2015

Caldwell S; Gedeon T, 2015, 'Optimising Peer Marking with Explicit Training: from Superficial to Deep Learning', Universitat Politecnica de Valencia, pp. 626 - 631, presented at HEAd'15. Conference on Higher Education Advances, http://dx.doi.org/10.4995/head15.2015.441

Copeland L; Gedeon T; Caldwell S, 2014, 'Framework for dynamic text presentation in eLearning', in Procedia Computer Science, pp. 150 - 153, http://dx.doi.org/10.1016/j.procs.2014.11.022

Henschke M; Gedeon T; Jones R; Caldwell S; Zhu D, 2013, 'Wands are magic: A comparison of devices used in 3D pointing interfaces', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 512 - 519, http://dx.doi.org/10.1007/978-3-642-40477-1_32

Reports

Caldwell S, 2021, human interpretability of AI-mediated comparisons of sparse natural person photos

Theses / Dissertations

Caldwell S, 2016, Framing digital image credibility: image manipulation problems, perceptions and solutions, The Australian National University, http://dx.doi.org/10.25911/5d70f0183ca9d

Caldwell S, 2008, Politics of imagination : Richard Kelly Tipping and the art and technology of words, images and objects, The Australian National University, http://dx.doi.org/10.25911/5d626c1e0d342

Preprints

Wang Z; Zhang Q; Zhang P; Niu W; Zhang K; Sankaranarayana R; Caldwell S; Gedeon T, 2025, Visual and Textual Prompts in VLLMs for Enhancing Emotion Recognition, http://dx.doi.org/10.48550/arxiv.2504.17224

Zhang Q; Wang Z; Zhang D; Niu W; Caldwell S; Gedeon T; Liu Y; Qin Z, 2024, Visual Prompting in LLMs for Enhancing Emotion Recognition, http://dx.doi.org/10.48550/arxiv.2410.02244

Shen X; Plested J; Caldwell S; Zhong Y; Gedeon T, 2022, AMF: Adaptable Weighting Fusion with Multiple Fine-tuning for Image Classification, http://dx.doi.org/10.48550/arxiv.2207.12944

Shen X; Plested J; Caldwell S; Gedeon T, 2021, Exploring Biases and Prejudice of Facial Synthesis via Semantic Latent Space, http://dx.doi.org/10.48550/arxiv.2108.10265

Liu Y; Qin Z; Anwar S; Caldwell S; Gedeon T, 2020, Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable, http://dx.doi.org/10.48550/arxiv.2009.03173

Hou W; Suominen H; Koniusz P; Caldwell S; Gedeon T, 2020, A Token-wise CNN-based Method for Sentence Compression, http://dx.doi.org/10.48550/arxiv.2009.11260

Qin Z; Gedeon T; Caldwell S, 2018, Neural Networks Assist Crowd Predictions in Discerning the Veracity of Emotional Expressions, http://dx.doi.org/10.48550/arxiv.1808.05359


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