Stephane Deny

Phone+358 50 9112153

Konemiehentie 2, Computer Science building
Finland

Research activity per year

Fingerprint

Dive into the research topics where Stephane Deny is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

1 Similar Profiles

A comparison between humans and AI at recognizing objects in unusual poses
Ollikka, N., Abbas, A., Perin, A., Kilpeläinen, M. & Deny, S., Jan 2025, In: Transactions on Machine Learning Research. 2025, January, p. 1-32 32 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
2 Citations (Scopus)

85 Downloads (Pure)
Impact of Noise on Deep Learning-Based Pseudo-Online Gesture Recognition with High-Density EMG
Taleshi, M., Yeung, D., Trong, M. D., Negro, F., Deny, S. & Vujaklija, I., 1 Jul 2025, 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, Vol. 2025. p. 1-5 5 p. (Annual international conference of the IEEE engineering in medicine and biology society).
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
File
1 Citation (Scopus)

2 Downloads (Pure)
On the Ability of Deep Networks to Learn Symmetries from Data – A Neural Kernel Theory
Perin, A. & Deny, S., 2025, In: Journal of Machine Learning Research. 26, p. 1-70 70 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
16 Downloads (Pure)
ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis
Spiegl, B., Perin, A., Deny, S. & Ilin, A., 2025, In: Transactions on Machine Learning Research. 2025-May
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File

3 Downloads (Pure)
Blockwise Self-Supervised Learning at Scale
Siddiqui, S. A., Krueger, D., Lecun, Y. & Deny, S., 2024, In: Transactions on Machine Learning Research. 2024
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
67 Downloads (Pure)

-: Deny NIDL
Deny, S. (Principal investigator)
01/09/2023 → 31/08/2027
Project: Academy of Finland: Other research funding
Deny NIDL: Moving away from pattern recognition towards visual reasoning with bio-inspired deep learning
Perin, A. (Project Member), Khazoum, R. (Project Member), Popadina, A. (Project Member), Krylov, S. (Project Member), Pöllänen, R. (Project Member), Deny, S. (Co-PI) & Deny, S. (Principal investigator)
01/09/2023 → 31/08/2027
Project: RCF Academy Project

Stephane Deny

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

A comparison between humans and AI at recognizing objects in unusual poses

Impact of Noise on Deep Learning-Based Pseudo-Online Gesture Recognition with High-Density EMG

On the Ability of Deep Networks to Learn Symmetries from Data – A Neural Kernel Theory

ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis

Blockwise Self-Supervised Learning at Scale

-: Deny NIDL

Deny NIDL: Moving away from pattern recognition towards visual reasoning with bio-inspired deep learning

Stephane Deny

Fingerprint

Collaborations and top research areas from the last five years

Research output

A comparison between humans and AI at recognizing objects in unusual poses

Impact of Noise on Deep Learning-Based Pseudo-Online Gesture Recognition with High-Density EMG

On the Ability of Deep Networks to Learn Symmetries from Data – A Neural Kernel Theory

ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis

Blockwise Self-Supervised Learning at Scale

Projects

-: Deny NIDL

Deny NIDL: Moving away from pattern recognition towards visual reasoning with bio-inspired deep learning