TB
Tolga Birdal
cs.CVcs.LGcs.AIstat.MLcs.ROcs.GRcs.CGmath.ATmath.OCquant-ph
On Valency
published · living versionsW_ya4g4srn·v1 · currentpublished
HaNDF: Object-Conditioned Geometric Neural Hand Distance Fields
with Zuhao Liu, Melih Darcan, Zhengdi Yu, Riza Alp Guler
1 version
Preprints & journals
88 papers in the corpus · 2014–2026RNADyn: A Benchmark for Generating and Understanding RNA Dynamics2610.03712v1 · Yiming Huang, Lennart Bastian, Hanqun Cao et al.2026 · 0 citationsarXiv
Higher-Order Molecular Grammars for Generative and Foundation Models in Chemistry2610.02186v1 · Yiming Huang, Yujie Zeng, Vijay Prakash Dwivedi et al.2026 · 0 citationsarXiv
Task-Induced Riemannian Metrics for Vision Transformer Feature Spaces2609.27988v1 · Andrew Bond, Ege Erdem Ozlu, Tuna Cimen et al.2026 · 0 citationsarXiv
Heat Kernel Textures: the Geodesic Gaussians That Do Not Splat2609.07557v1 · Simone Foti, Caner Korkmaz, Stefanos Zafeiriou et al.2026 · 0 citationsarXiv
Bernstein-Vazirani Networks: Quantum Machine Learning by Interference2608.19043v1 · Natacha Kuete Meli, Tolga Birdal, Prayag Tiwari et al.2026 · 0 citationsarXiv
SAMoR: Motion Modelling for Articulated Objects of Any Skeleton and Topology2607.02148v1 · Yuhao Zhang, Gerard Pons-Moll, Tolga Birdal2026 · 0 citationsarXiv
Collapsed Effective Operators for Higher-order Structures2606.23517v1 · Maximilian Krahn, Lennart Bastian, Vikas Garg et al.2026 · 0 citationsarXiv
Learning Interface Breakup: A Geometry-Conditioned Latent Surrogate for Spray Formation2606.16587v1 · Julius H Ramlau, Friedrich Hastedt, Tolga Birdal et al.2026 · 0 citationsarXiv
Topological Neural Operators2606.09806v1 · Lennart Bastian, Samuel Leventhal, Mustafa Hajij et al.2026 · 0 citationsarXiv
DisPOSE: Projected Polystochastic Diffusion for Self-Supervised Multi-View 3D Human Pose Estimation2606.07419v4 · Tony Danjun Wang, Tolga Birdal, Nassir Navab et al.2026 · 0 citationsarXiv
Variational Inference for Lévy Process-Driven SDEs via Neural Tilting2605.10934v1 · Yaman Kindap, Manfred Opper, Benjamin Dupuis et al.2026 · 0 citationsarXiv
Root-to-Leaf Path Random Walks, Normalized Hodge Laplacians, and Cheeger Inequalities on Simplicial Complexes2604.27241v1 · Francesco Vigano, Tolga Birdal, Michael T. Schaub et al.2026 · 0 citationsarXiv
Generalization at the Edge of Stability2604.19740v1 · Mario Tuci, Caner Korkmaz, Umut Simsekli et al.2026 · 0 citationsarXiv
Parallelised Differentiable Straightest Geodesics for 3D Meshes2603.15780v1 · Hippolyte Verninas, Caner Korkmaz, Stefanos Zafeiriou et al.2026 · 0 citationsarXiv
TopoOR: A Unified Topological Scene Representation for the Operating Room2603.09466v1 · Tony Danjun Wang, Ka Young Kim, Tolga Birdal et al.2026 · 0 citationsarXiv
From Data Statistics to Feature Geometry: How Correlations Shape Superposition2603.09972v1 · Lucas Prieto, Edward Stevinson, Melih Barsbey et al.2026 · 0 citationsarXiv
COMPOSE: Hypergraph Cover Optimization for Multi-view 3D Human Pose Estimation2601.09698v2 · Tony Danjun Wang, Tolga Birdal, Nassir Navab et al.2026 · 0 citationsarXiv
MoLingo: Motion-Language Alignment for Text-to-Human Motion Generation2512.13840v3 · Yannan He, Garvita Tiwari, Xiaohan Zhang et al.2025 · 0 citationsProc. IEEE/CVF Conf. Comput. Vis. Pattern Recogn. (CVPR), 2026, pp. 38387-38398
Fractional Diffusion Bridge Models2511.01795v1 · Gabriel Nobis, Maximilian Springenberg, Arina Belova et al.2025 · 0 citationsarXiv
CuMPerLay: Learning Cubical Multiparameter Persistence Vectorizations2510.12795v1 · Caner Korkmaz, Brighton Nuwagira, Bar\is Coskunuzer et al.2025 · 1 citationarXiv
Adversarial Attacks Leverage Interference Between Features in Superposition2510.11709v2 · Edward Stevinson, Lucas Prieto, Melih Barsbey et al.2025 · 0 citationsarXiv
Quantum-enhanced Computer Vision: Going Beyond Classical Algorithms2510.07317v1 · Natacha Kuete Meli, Shuteng Wang, Marcel Seelbach Benkner et al.2025 · 0 citationsarXiv
Geometric Neural Distance Fields for Learning Human Motion Priors2509.09667v1 · Zhengdi Yu, Simone Foti, Linguang Zhang et al.2025 · 0 citationsarXiv
Forecasting Continuous Non-Conservative Dynamical Systems in SO(3)2508.07775v1 · Lennart Bastian, Mohammad Rashed, Nassir Navab et al.2025 · 1 citationarXiv
On the Interaction of Compressibility and Adversarial Robustness2507.17725v3 · Melih Barsbey, Antonio H. Ribeiro, Umut Simsekli et al.2025 · 0 citationsInternational Conference on Learning Representations (ICLR), 2026
Large Learning Rates Simultaneously Achieve Robustness to Spurious Correlations and Compressibility2507.17748v2 · Melih Barsbey, Lucas Prieto, Stefanos Zafeiriou et al.2025 · 0 citationsarXiv
Stability, Complexity and Data-Dependent Worst-Case Generalization Bounds2507.06775v2 · Mario Tuci, Lennart Bastian, Benjamin Dupuis et al.2025 · 0 citationsarXiv
Continuous-Time SO(3) Forecasting with Savitzky--Golay Neural Controlled Differential Equations2506.06780v1 · Lennart Bastian, Mohammad Rashed, Nassir Navab et al.2025 · 0 citationsarXiv
Copresheaf Topological Neural Networks: A Generalized Deep Learning Framework2505.21251v3 · Mustafa Hajij, Lennart Bastian, Sarah Osentoski et al.2025 · 1 citationarXiv
Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery2505.17677v2 · Ming Hu, Zhengdi Yu, Feilong Tang et al.2025 · 0 citationsarXiv
Efficient Training of Neural SDEs Using Stochastic Optimal Control2505.17150v1 · Rembert Daems, Manfred Opper, Guillaume Crevecoeur et al.2025 · 0 citationsESANN 2025 : 33rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Proceedings. p.693-698
A Flag Decomposition for Hierarchical Datasets2502.07782v2 · Nathan Mankovich, Ignacio Santamaria, Gustau Camps-Valls et al.2025 · 1 citationarXiv
HOG-Diff: Higher-Order Guided Diffusion for Graph Generation2502.04308v3 · Yiming Huang, Tolga Birdal2025 · 1 citationarXiv
Grokking at the Edge of Numerical Stability2501.04697v2 · Lucas Prieto, Melih Barsbey, Pedro A.M. Mediano et al.2025 · 0 citationsarXiv
Dyn-HaMR: Recovering 4D Interacting Hand Motion from a Dynamic Camera2412.12861v3 · Zhengdi Yu, Stefanos Zafeiriou, Tolga Birdal2024 · 10 citationsarXiv
Convex Formulations for Training Two-Layer ReLU Neural Networks2410.22311v2 · Karthik Prakhya, Tolga Birdal, Alp Yurtsever2024 · 0 citationsarXiv
Alignist: CAD-Informed Orientation Distribution Estimation by Fusing Shape and Correspondences2409.06683v2 · Shishir Reddy Vutukur, Rasmus Laurvig Haugaard, Junwen Huang et al.2024 · 2 citationsarXiv
UV-free Texture Generation with Denoising and Geodesic Heat Diffusions2408.16762v2 · Simone Foti, Stefanos Zafeiriou, Tolga Birdal2024 · 0 citationsarXiv
Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms2407.08723v2 · Rayna Andreeva, Benjamin Dupuis, Rik Sarkar et al.2024 · 1 citationarXiv
Position: Topological Deep Learning is the New Frontier for Relational Learning.40196046 · Papamarkou, Theodore, Birdal, Tolga, Bronstein, Michael et al.2026 · 13 citationsProceedings of machine learning research. 2024;235:39529-39555
NeRF-Feat: 6D Object Pose Estimation using Feature Rendering2406.13796v1 · Shishir Reddy Vutukur, Heike Brock, Benjamin Busam et al.2024 · 3 citations3DV 2024
Attending to Topological Spaces: The Cellular Transformer2405.14094v2 · Rub'en Ballester, Pablo Hern'andez-Garc'ia, Mathilde Papillon et al.2024 · 1 citationarXiv
NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors2403.03122v2 · Yannan He, Garvita Tiwari, Tolga Birdal et al.2024 · 8 citationsarXiv
HyperSDFusion: Bridging Hierarchical Structures in Language and Geometry for Enhanced 3D Text2Shape Generation2403.00372v3 · Zhiying Leng, Tolga Birdal, Xiaohui Liang et al.2024 · 5 citationsIEEE/CVF conference on computer vision and pattern recognition 2024
TopoX: A Suite of Python Packages for Machine Learning on Topological Domains2402.02441v5 · Mustafa Hajij, Mathilde Papillon, Florian Frantzen et al.2024 · 3 citationsarXiv
SignAvatars: A Large-scale 3D Sign Language Holistic Motion Dataset and Benchmark2310.20436v3 · Zhengdi Yu, Shaoli Huang, Yongkang Cheng et al.2023 · 25 citationsarXiv
Generative Fractional Diffusion Models2310.17638v3 · Gabriel Nobis, Maximilian Springenberg, Marco Aversa et al.2023 · 2 citationsarXiv
Projected Stochastic Gradient Descent with Quantum Annealed Binary Gradients2310.15128v2 · Maximilian Krahn, Michele Sasdelli, Fengyi Yang et al.2023 · 0 citationsBMVC 2024
Variational Inference for SDEs Driven by Fractional Noise2310.12975v1 · Rembert Daems, Manfred Opper, Guillaume Crevecoeur et al.2023 · 3 citationsarXiv
Probabilistic Sampling of Balanced K-Means using Adiabatic Quantum Computing2310.12153v2 · Jan-Nico Zaech, Martin Danelljan, Tolga Birdal et al.2023 · 4 citationsarXiv
Career total: 111 works. 88 are in this corpus.Showing the 50 most recent.
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