Search results

101. Development of new machine learning methods for human actions evaluation and recognition

Principal investigator: dr Tomasz Hachaj

Uniwersytet Pedagogiczny im. Komisji Edukacji Narodowej w Krakowie

Call: SONATA 9, Panel: ST6

102. High-Spatial Resolution Electrical Capacitance Tomography

Principal investigator: dr Damian Mateusz Wanta

Politechnika Warszawska

Call: OPUS 29, Panel: ST7

103. Translation is Not Enough (TINE): Plain Language Adaptation of Multilingual Science

Principal investigator: dr Łukasz Maciej Kobyliński

Instytut Podstaw Informatyki PAN

Call: CHIST-ERA Call 2025, Panel: ST6

104. Novel neural representations for ultrasound imaging

Principal investigator: dr hab. Michał Byra

Instytut Podstawowych Problemów Techniki Polska Akademia Nauk

Call: OPUS 29, Panel: ST7

105. Robot generalist - advancing robot learning via reinforcement learning and VLAs

Principal investigator: dr hab. Marek Adam Cygan

Uniwersytet Warszawski

Call: SONATA BIS 14, Panel: ST6

106. Morphological analysis of intracranial pressure and arterial blood pressure pulse waveforms using deep learning

Principal investigator: dr Agnieszka Kazimierska

Politechnika Wrocławska

Call: PRELUDIUM 21, Panel: ST7

107. Brainsourcing for Affective Attention Estimation

Principal investigator: dr Aleksandra Dagmara Kawala-Sterniuk

Politechnika Opolska, Wydział Elektrotechniki, Automatyki i Informatyki

Call: CHIST-ERA2020, Panel: ST7

108. Learning Latent Data Structure from Observations

Principal investigator: dr hab. Piotr Wnuk-Lipiński

Uniwersytet Wrocławski, Wydział Matematyki i Informatyki

Call: OPUS 18, Panel: ST6

109. Development of brain compliance monitoring methods by means of intracranial pressure pulse waveform analysis in traumati…

Principal investigator: dr hab. Magdalena Adriana Kasprowicz

Politechnika Wrocławska

Call: OPUS 18, Panel: ST7

110. A new data-driven geometric scene description method for agent localization

Principal investigator: Jan Maciej Wietrzykowski

Politechnika Poznańska, Wydział Automatyki, Robotyki i Elektrotechniki

Call: PRELUDIUM 16, Panel: ST6

111. Deep evolvable support vector machine architectures

Principal investigator: dr hab. Michał Jan Kawulok

Politechnika Śląska, Wydział Automatyki, Elektroniki i Informatyki

Call: OPUS 13, Panel: ST6

112. The development of machine learning methods for big data quality monitoring and its interactive visualisation in the fra…

Principal investigator: dr Tomasz Trzciński

Politechnika Warszawska, Wydział Elektroniki i Technik Informacyjnych

Call: SONATA 11, Panel: ST6

113. Development of methods and algorithms for abnormal event detection for underwater object recognition and scene analysis

Principal investigator: prof. Bogusław Cyganek

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Informatyki, Elektroniki i Telekomunikacji

Call: OPUS 11, Panel: ST6

114. Interactive Visual Text Analytics (IVTA): Development of novel user-driven text mining and visualization methods for lar…

Principal investigator: prof. Witold Dzwinel

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Informatyki, Elektroniki i Telekomunikacji

Call: OPUS 5, Panel: ST6

115. Training Data Identification in Large Generative Models

Principal investigator: Jan Dubiński

Naukowa i Akademicka Sieć Komputerowa - Państwowy Instytut Badawczy

Call: PRELUDIUM 24, Panel: ST6

116. Uncovering the Mysteries of MoE: Developing better understanding and performance of Mixture-of-Experts Transformers

Principal investigator: Maciej Kacper Pióro

Instytut Podstawowych Problemów Techniki Polska Akademia Nauk

Call: PRELUDIUM 24, Panel: ST6

117. Boosting Neural Network Efficiency by Examining Early Training Patterns

Principal investigator: Mateusz Piotr Pyla

Uniwersytet Jagielloński

Call: PRELUDIUM 24, Panel: ST6

118. Amortized Causal Discovery via Prior-Fitted Networks

Principal investigator: Mateusz Kajetan Olko

Uniwersytet Warszawski

Call: PRELUDIUM 24, Panel: ST6

119. Study on Domain Adaptation in Neural Diagnostic Systems

Principal investigator: Paweł Knap

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Call: PRELUDIUM 24, Panel: ST8

120. Democratizing Diffusion Models: Guidance-Driven Optimization of Existing Models for Enhanced Quality and Diversity with …

Principal investigator: Artur Kasymov

Uniwersytet Jagielloński

Call: PRELUDIUM 24, Panel: ST6

121. Local Causal Explainability of Machine Learning Models: Game-Theoretic Methods for Reliable Feature Attribution

Principal investigator: Mateusz Maciej Gajewski

Politechnika Poznańska

Call: PRELUDIUM 24, Panel: ST6

122. Editing of a 3D object represented by Gaussian Splatting

Principal investigator: Joanna Waczyńska

Uniwersytet Jagielloński

Call: PRELUDIUM 24, Panel: ST6

123. Temporal Hierarchies for electricity pRIce ForecasTing (THRIFT)

Principal investigator: prof. Rafał Weron

Politechnika Wrocławska

Call: OPUS 29, Panel: HS4

124. Explanation of Pre-Trained deep learning models via Prototypes

Principal investigator: Piotr Borycki

Uniwersytet Jagielloński

Call: PRELUDIUM 24, Panel: ST6

125. Advancing Curriculum Learning: from adaptive learning objectives to Kolmogorov-Arnold Networks

Principal investigator: dr hab. Mikołaj Aleksander Morzy

Politechnika Poznańska

Call: OPUS 29, Panel: ST6

126. Establishing a benchmarking platform for AI/ML predictive models for bioactivity and toxicity in agrochemistry.

Principal investigator: dr hab. Paweł Aleksander Siedlecki

Instytut Biochemii i Biofizyki PAN

Call: OPUS 29, Panel: ST4

127. Efficiency and Adaptability through Compression of Large Language Models

Principal investigator: Maciej Stefaniak

Uniwersytet Warszawski

Call: PRELUDIUM 24, Panel: ST6

128. Advancing light-based imaging using Quantum Optical Coherence Tomography and Machine Learning

Principal investigator: dr hab. Piotr Kolenderski

Uniwersytet Mikołaja Kopernika

Call: OPUS 29, Panel: ST2

129. Physics Informed Neural Networks with hierarchical matrices and Petrov-Galerkin method (HPG-PINN)

Principal investigator: dr Tomasz Służalec

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Call: OPUS 29, Panel: ST6

130. Multimodal Translation and Adaptation of Scientific Knowledge for Global Accessibility

Principal investigator: dr hab. Mikołaj Igor Leszczuk

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Call: CHIST-ERA Call 2025, Panel: ST6

131. Flow Boiling Heat Transfer in Annular and Rectangular Minichannels Using Machine Learning-Based Modeling

Principal investigator: prof. Magdalena Janina Piasecka

POLITECHNIKA ŚWIĘTOKRZYSKA

Call: OPUS 29, Panel: ST8

132. Multi-geomodal representation learning for geographic transfer learning

Principal investigator: dr Piotr Szymański

Politechnika Wrocławska

Call: SONATA 20, Panel: ST6

133. Probabilistic Methods for Plausibility, Robustness, and Diversity in Counterfactual Explanations

Principal investigator: dr hab. Maciej Mateusz Zięba

Politechnika Wrocławska

Call: OPUS 28, Panel: ST6

134. Sustainable event-based vision for scene perception and understanding by autonomous robots

Principal investigator: prof. Bogdan Kwolek

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Call: OPUS 28, Panel: ST6

135. Calculus of variation for Machine Learning Problems

Principal investigator: dr hab. Błażej Grzegorz Miasojedow

Uniwersytet Warszawski

Call: OPUS 28, Panel: ST6

136. New architectures and algorithms for neurosymbolic deep learning

Principal investigator: Piotr Leszek Wyrwiński

Politechnika Poznańska

Call: PRELUDIUM 23, Panel: ST6

137. What are spatial and temporal trends of natural and anthropogenic influences on PM2.5 concentrations in Europe under cha…

Principal investigator: Tetiana Vovk

Uniwersytet Wrocławski

Call: PRELUDIUM 23, Panel: ST10

138. Algorithmic challenges of molecular evolution.

Principal investigator: prof. Anna Barbara Gambin

Uniwersytet Warszawski

Call: OPUS 27, Panel: ST6

139. Reliable and efficient real-world test-time adaptation

Principal investigator: Damian Sójka

Akces Ncbr Spółka z Ograniczoną Odpowiedzialnością

Call: PRELUDIUM 23, Panel: ST6

140. Network Neutral Traffic Classification and Management

Principal investigator: dr hab. Robert Wójcik

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Call: OPUS 27, Panel: ST7

141. Application of explainable artificial intelligence algorithms in order to improve imbalanced data methods

Principal investigator: Weronika Tamara Węgier

Politechnika Wrocławska

Call: PRELUDIUM 23, Panel: ST6

142. Continual learning with conditional computation networks

Principal investigator: Filip Maciej Szatkowski

IDEAS NCBR Sp. z o.o.

Call: PRELUDIUM 23, Panel: ST6

143. Addressing Data-Centric AI Challenges in Machine Learning with Advanced Sample-Selection Techniques

Principal investigator: Mateusz Wojtulewicz

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Call: PRELUDIUM 23, Panel: ST6

144. Novel transformer-based architectures for time series classification based on symbolic data representation

Principal investigator: dr hab. Agnieszka Jastrzębska

Politechnika Warszawska

Call: OPUS 27, Panel: ST6

145. Development of a Plug-and-Play Middleware for Integrating Robot Sensor Data with GIS Tools in a Cloud Environment

Principal investigator: dr hab. Robert Wrembel

Politechnika Poznańska

Call: CHIST-ERA Call 2023, Panel: ST6

146. Alignment Of Large Language Models Via Debate And Reinforcement Learning

Principal investigator: dr Łukasz Paweł Kuciński

IDEAS NCBR Sp. z o.o.

Call: OPUS 26, Panel: ST6

147. From Art to Science: Bridging gaps in diffusion-based generative modeling

Principal investigator: dr Kamil Deja

Politechnika Warszawska

Call: OPUS 26, Panel: ST6

148. Explainability methods for machine learning models in static and evolving data

Principal investigator: prof. Jerzy Maciej Stefanowski

Politechnika Poznańska, Wydział Informatyki i Telekomunikacji

Call: OPUS 26, Panel: ST6

149. Non-classical Approaches for Condition Monitoring and Fault Detection of Wind Turbines

Principal investigator: dr hab. Phong Ba Dao

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Inżynierii Mechanicznej i Robotyki

Call: OPUS 26, Panel: ST8

150. Modeling and Forecasting of Infection Spread in Warand Post War Settings Using Epidemiological, Behavioral and Genomic S…

Principal investigator: dr hab. Sergiy Yakovlev

Politechnika Łódzka, Wydział Fizyki Technicznej, Informatyki i Matematyki Stosowanej

Call: IMPRESS-U, Panel: ST6

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