Hautamäki, Ville

1. Multi-task Learning with Attention for End-to-end Autonomous Driving
   2021/04/21 by Keishi Ishihara, Anssi Kanervisto, Ishihara, Keishi +5 · 7 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Robot Manipulation and Learning
2. Action Space Shaping in Deep Reinforcement Learning
   2020/04/02 by Kanervisto, Anssi, Scheller, Christian, Hautamäki, Ville · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
3. Benchmarking End-to-End Behavioural Cloning on Video Games
   2020/04/02 by Kanervisto, Anssi, Pussinen, Joonas, Hautamäki, Ville · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
4. Self-supervised Speaker Recognition with Loss-gated Learning
   2021/10/08 by Ruijie Tao, Tao, Ruijie, Kong Aik Lee +7 · 2 citations
   Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
5. Generalizable speech deepfake detection via meta-learned LoRA
   2025/02/15 by Laakkonen, Janne, Kukanov, Ivan, Hautamäki, Ville · 5 citations
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
6. Playing Minecraft with Behavioural Cloning
   2020/05/07 by Kanervisto, Anssi, Karttunen, Janne, Hautamäki, Ville · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Improving Numerical Stability of Normalized Mutual Information Estimator on High Dimensions
   2024/10/10 by Tuononen, Marko, Hautamäki, Ville · 1 citation
   #62H20 (Primary) 68T10 #65C60 (Secondary) #FOS: Computer and information sciences #FOS: Mathematics #G.1.0 #G.3 #I.5 #Information Theory (cs.IT) #Machine Learning (cs.LG) #Statistics Theory (math.ST)
8. Natural Language as Policies: Reasoning for Coordinate-Level Embodied Control with LLMs
   2024/03/20 by Mikami, Yusuke, Melnik, Andrew, Miura, Jun +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #I.2.9 #Robotics (cs.RO)
9. Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes
   2024/10/27 by Ivan Kukanov, Kukanov, Ivan, Laakkonen, Janne +4 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering