Papers
NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory
Navami Kairanda, Marc Habermann, Christian Theobalt et al.
Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization
Zhikang Chen, Min Zhang, Sen Cui et al.
Neural Collapse To Multiple Centers For Imbalanced Data
Hongren Yan, Yuhua Qian, Furong Peng et al.
Neural collapse vs. low-rank bias: Is deep neural collapse really optimal?
Peter Súkeník, Christoph Lampert, Marco Mondelli
Neural Combinatorial Optimization for Robust Routing Problem with Uncertain Travel Times
Pei Xiao, Zizhen Zhang, Jinbiao Chen et al.
Neural Concept Binder
Wolfgang Stammer, Antonia Wüst, David Steinmann et al.
Neural Conditional Probability for Uncertainty Quantification
Vladimir R. Kostic, Karim Lounici, Grégoire Pacreau et al.
Neural Cover Selection for Image Steganography
Karl Chahine, Hyeji Kim
Neural decoding from stereotactic EEG: accounting for electrode variability across subjects
Georgios Mentzelopoulos, Evangelos Chatzipantazis, Ashwin G. Ramayya et al.
Neural Embeddings Rank: Aligning 3D latent dynamics with movements
Chenggang Chen, Zhiyu Yang, Xiaoqin Wang
Neural Experts: Mixture of Experts for Implicit Neural Representations
Yizhak Ben-Shabat, Chamin Hewa Koneputugodage, Sameera Ramasinghe et al.
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling
Grigory Bartosh, Dmitry Vetrov, Christian A. Naesseth
NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation
Yifei Li, Yuchen Sun, Pingchuan Ma et al.
NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
Hao-Lun Sun, Lei Hsiung, Nandhini Chandramoorthy et al.
Neural Gaffer: Relighting Any Object via Diffusion
Haian Jin, Yuan Li, Fujun Luan et al.
Neural Isometries: Taming Transformations for Equivariant ML
Thomas W. Mitchel, Michael Taylor, Vincent Sitzmann
Neural Krylov Iteration for Accelerating Linear System Solving
Jian Luo, Jie Wang, Hong Wang et al.
Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation
István Sárándi, Gerard Pons-Moll
Neural Model Checking
Mirco Giacobbe, Daniel Kroening, Abhinandan Pal et al.
Neural network learns low-dimensional polynomials with SGD near the information-theoretic limit
Jason D. Lee, Kazusato Oko, Taiji Suzuki et al.
Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations
Nima Dehmamy, Csaba Both, Jeet Mohapatra et al.
Neural P$^3$M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs
Yusong Wang, Chaoran Cheng, Shaoning Li et al.
Neural Persistence Dynamics
Sebastian Zeng, Florian Graf, Martin Uray et al.
Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations
Nicholas Gao, Stephan Günnemann
NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning
Chuanyi Xue, Qihan Liu, Xiaoteng Ma et al.