Symmetry

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Period ending 2026-09-21

6 new papers

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Period ending 2026-09-14

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Period ending 2026-09-07

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241 papers

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  1. Graded Representation Theory of Equivariant Neural Networks

    Sep 22, 2026Mani ShayestehfarEquivariant Neural Networks

  2. Symmetry without a manifold: intrinsic dimension on orbits

    Sep 15, 2026Chon-Fai Kam, Miloud Bessafi, Frédéric CadetIntrinsic DimensionalityScaling Laws

  3. Similarity Pairing with Energy Mover's Distance for Self-Supervised Pre-Training at the LHC

    Sep 15, 2026Ho Fung Tsoi, Dylan RankinHigh Energy PhysicsSelf-Supervised

  4. Symmetry-Aware Likelihood-Orbit Aggregation for Selective Left-Right Claim Verification

    Sep 15, 2026Zhouzhi Xiong, Chuxi Zhang, Weizhen He +3Noisy Claim VerificationFrozen Vision-Language Models

  5. Symmetric solution of the Bellman optimality equation for repeated harmony game

    Sep 14, 2026Hisato KomatsuBellman EquationSymmetry

  6. Permutation-Based Stegomalware in Large Language Models: Threats and Countermeasures

    Sep 14, 2026Danny Wood, James StringerLanguage Model Evasion AttacksSteganography

  7. Groupoid-Based Internal State Representations for Reinforcement Learning with Local Symmetries

    Sep 14, 2026Ben Opperman, Eduardo Alonso, Esther MondragónSymmetryDeep Reinforcement Learning

  8. Symmetry-aware super-resolution of crystal orientation maps via invariant latent-space learning

    Sep 9, 2026Umang Garg, Warren Zamudio, McLean P. Echlin +3Cryo-Electron MicroscopyCrystal Structure

  9. What Symmetry Buys a Learned Motion Planner

    Sep 9, 2026Andrea Emir SevincelMotion PlannersExact Equivariance

  10. Encrypt What Matters: When Selective Homomorphic Inference Is Efficient

    Sep 8, 2026Ali Backour, Juan Reyes, Jaime Punyed +1Homomorphic EncryptionText2Cypher

  11. High-Magnetization Sampling at Low Temperatures: Ising Models and Bayesian Sparse Linear Regression

    Sep 8, 2026Syamantak Kumar, Purnamrita Sarkar, Kevin Tian +1Two-Dimensional Ising ModelMarkovian Sampling

  12. Equivariance Breaks the Learning Rate

    Sep 8, 2026Andrei Manolache, Mathias NiepertAdamEquivariant Neural Networks

  13. Human mutation field reveals an equilibrium-like structure with irreversible circulation

    Sep 7, 2026Isabella Caranzano, Daniel Maria Busiello, Stefano Priorelli +2Cryptographically Authorized MutationGenomics

  14. Value-Preserving Architectures for Agentic AI Systems

    Sep 3, 2026Alessandro Pesare, Tommaso Dolci, Katja Hose +1Agentic SystemsMulti-Agent Systems

  15. From Ordered Bernoulli Levels to Critical-Line Geometry: Integer Quantization, Bernoulli Residual Phase, and Prime-Power Spectra

    Sep 3, 2026Y. Kenan YılmazRiemann Zeta FunctionQuantizer

  16. Symmetries and Causality: Causal Effect Identification Beyond IID Data

    Sep 3, 2026Martin Rabel, Jakob RungeCausal ReasoningIdentifiability

  17. Emergence of Fibrations, Compression, and Symmetry Breaking in Artificial Neural Networks

    Sep 1, 2026Osvaldo M Velarde, Lucas C Parra, Alireza Hashemi +1SymmetryContext Compression

  18. Rotational Equivariance in Machine Learning: A Comprehensive Tutorial

    Aug 31, 2026Peter Lippmann, Fred A. HamprechtExact EquivarianceEquivariant Neural Networks

  19. Kolmogorov--Arnold against bounded translations

    Aug 31, 2026Sviatoslav V. DzhenzherKolmogorov-Arnold NetworksEquivariant Neural Networks

  20. No Equivariant Architecture Covers All Equivariant Attention

    Aug 31, 2026Tīkun ÔngMulti-Head Self-AttentionEquivariance

  21. The parity gap in crystal tensor prediction

    Aug 19, 2026Can Polat, Mustafa Kurban, Erchin Serpedin +1SymmetryCrystallographic Plane Indices

  22. SNM-VFI: Symmetric Nonlinear Motion-Guided Generative Video Frame Interpolation

    Aug 13, 2026Jisoo Jeong, Hong Cai, Jamie Menjay Lin +5Pre-Trained Video Diffusion ModelsOptical Flow

  23. Symmetry-Breaking De Novo Crystal Generation via Markovian Jump Diffusion

    Aug 13, 2026Van Khoa Nguyen, Alexandros KalousisCrystal StructureCrystallographic Plane Indices

  24. Neural Quadratic Forms: A Unified Minimal Model for Sudden Learning and Scaling Laws

    Aug 13, 2026Liu Ziyin, Yizhou Xu, Tomaso Poggio +1Two-Layer Neural NetworksPower-Law Distribution

  25. Reducing Symmetry Increase in Equivariant Neural Networks

    Aug 12, 2026Ning Lin, Jiacheng Cen, Anyi Li +2EquivarianceEquivariant Neural Networks

  26. Embedding Rotation Invariance for Provable Multi-Oriented Scene Text Recognition

    Aug 11, 2026Zhibin Ma, Pengwen Dai, Yi Liu +3Scene Text RecognitionRotation-Invariant Descriptors

  27. Reasoning Shortcuts and Value Symmetries: What Symmetry Permits, Architecture Realizes, and Optimization Selects

    Aug 11, 2026Xin XuSymmetryHeuristics

  28. Adaptive Symmetry Discovery for Dynamical System Identification

    Aug 8, 2026Behrooz Tahmasebi, Melanie WeberSystem IdentificationSymmetry

  29. HIPNO: Symmetry-Aware Physics-Informed Neural Operators for Noninvasive Hemodynamic Inference

    Aug 8, 2026Yunbei Pan, Jiahang Sha, Simon A. Lee +3Cuffless Blood Pressure EstimationCardiometabolic Risk

  30. Certified Feedforward Tracking for Unknown Nonlinear Systems via Invertible Neural Networks

    Aug 5, 2026Berk Altiner, Rajasree Sarkar, Arunava Banerjee +2Neural Ordinary Differential EquationsInverse Dynamics

  31. Contrast-invariant deep ptychography neural networks

    Aug 3, 2026Albert Vong, Steven Henke, Oliver Hoidn +6Equivariant Neural NetworksNeural Network

  32. Protocol generalisation for brain tissue microstructure estimation via hypernetwork-controlled geometric deep learning

    Aug 3, 2026Andrea Brigliadori, Leevi Kerkela, Hui ZhangGeometric Deep LearningMagnetic Resonance Imaging

  33. CheckOne: Lightweight Fault Detection and Mitigation for Vision Transformers

    Aug 3, 2026Mohammad Hasan Ahmadilivani, Sven-Markus Loorits, Jaan RaikSelf-Supervised Vision TransformersVision Transformer

  34. LieStoNet: Learning Lie Symmetries from Spatiotemporal Data for Stochastic Dynamical Systems

    Aug 3, 2026Shida Liu, Abhishek Gupta, Sumit Sinha +1Stochastic DynamicsSymmetry

  35. Physics-Aligned Self-Supervised Learning for Scientific Imaging

    Jul 30, 2026Bashir Kazimi, Stefan SandfeldSynthetic Data AugmentationSelf-Supervised

  36. TAGTorch: A PyTorch Library for Geometry, Topology, and Symmetry-Aware Machine Learning

    Jul 30, 2026Brendan Kennedy, Tegan Emerson, Gregory Roek +2PytorchTopological Data Analysis

  37. When Specifications Conflict: A Symmetry-Based Framework for Measuring LLM Preferences

    Jul 30, 2026Tairan Wang, Liang Zhou, Zikang Zhan +1Pairwise PreferencesCode Generation

  38. ARD-REFSM: Enhancing Reflection Symmetry Detection with Asymmetric Denoising and Rotation Equivariance

    Jul 30, 2026Dongfu Yin, Rourou Su, Cong Zhao +1SymmetryRotation-Invariant Descriptors

  39. SymmGrid: Super-Scaling On-Robot Learning with Parallelized Symmetries and Egocentric-Exocentric Visual Perception

    Jul 29, 2026Gabe Everett, Brice Gunter, Ryan Vander Stelt +3Scalable Robot LearningSymmetry

  40. Universality and Approximation Rates of Graph Neural Networks with Random Features

    Jul 29, 2026Lukas Gonon, Thilo Meyer-Brandis, Niklas WeberGraph Neural NetworksNeural-Network Approximation

  41. Automorphism-Induced Non-Canonicity in Top-k Explanations of Graph Neural Networks

    Jul 28, 2026Xin Xu, Siru Tao, Kaizhen TanGraph Neural NetworksFinite Groups

  42. Generator-Aligned Representation Interfaces for Diagnostic Soft Equivariance

    Jul 28, 2026Weitao Li, Gong ChengExact EquivarianceEquivariant Neural Networks

  43. Normalizing Flows to Reconstruct Pseudo-PDFs

    Jul 28, 2026Yamil Cahuana Medrano, Kostas OrginosNormalizing FlowsEquivariant Neural Networks

  44. Teacher Knows It Best: Spontaneous Symmetry Breaking and Tipping Points in Networked Langevin Dynamics AI Sycophancy

    Jul 27, 2026Sayantari Ghosh, Saumik Bhattacharya, Partha Pratim ChakrabartiComplex NetworksConformity

  45. Grokking on the Weight-Decay Clock: A Rate Hierarchy from Softly Broken Symmetries

    Jul 27, 2026Taeyoung KimGrokkingParallel Liquid-Inspired Temporal Relaxation

  46. Beyond ICA: Identifiability by Symmetry Breaking

    Jul 25, 2026Pengzhou WuIdentifiabilityIndependent Component Analysis

  47. SHReg: Strictly Rotation-Equivariant Point Cloud Registration via Spherical Harmonics

    Jul 25, 2026Chongjian Wang, Junjie GaoPoint Cloud RegistrationRotation-Invariant Descriptors

  48. Neural Network-Driven Volatility Drag Mitigation under Aggressive Leverage

    Jul 25, 2026Christian Bongiorno, Efstratios Manolakis, Rosario Nunzio MantegnaStochastic VolatilityPortfolio Optimization

  49. Projection Pursuit CPCANet for Domain Generalization

    Jul 24, 2026Yu-Hsi Chen, Abd-Krim SeghouaneMultimodal Domain GeneralizationDomain Generalization

  50. Flash EQ-Linear: Accelerating Equivariant Linear Layers via Group-wise Discrete Fourier Transform

    Jul 23, 2026Zhongchen Zhao, Jixin Wang, Qi Xie +4Equivariant Neural NetworksExact Equivariance

  51. GaugeQuant: Online Learning of Quantization-Optimal Bases from LLM Symmetries

    Jul 22, 2026Miguel P. Bento, João F. SeabraW4A4 QuantizationGauge

  52. PAC--Bayes Bounds on Quotient Parameter Spaces: Geometry-induced Implicit-Bias Priors

    Jul 20, 2026Nicola Aladrah, Fabio AnselmiBayesianOver-Parameterized Neural Networks

  53. Move First, Commit Later: Selective LiDAR-to-BIM Global Initialization via Sequential Consensus with Symmetry-Aware Abstention

    Jul 19, 2026Yujie Zhang, Yuxuan Guo, Jiashuo Zheng +3LidarImage Registration

  54. High-Capacity Robust Watermarking Technology for High-Resolution Images

    Jul 19, 2026Shaowu Wu, Wei Lu, Qing Qian +1WatermarkingHigh-Resolution

  55. E3DGS: Unified Geometric-Photometric Equivariance for 3D Gaussian Splatting via Color-as-Geometry Embedding

    Jul 17, 2026Chankyo Kim, Maani Ghaffari3D GaussianExact Equivariance

  56. BridgeFlow: Fast and Robust SE(2)-Equivariant Motion Planning with Flow Matching

    Jul 16, 2026Xinzhe Zhou, Xuyang Wang, Xiaoming Duan +1Motion PlannersEquivariance

  57. MIDI-RAE-JEPA: Hierarchical Representation Learning and Generation for Symbolic Music

    Jul 16, 2026Scott H. HawleyMusic UnderstandingAudio Latent

  58. CAS I: A Geometric Coding Theorem

    Jul 15, 2026Romie BanerjeeFinite GroupsSymmetry

  59. Conditional Invertible Neural Networks for Data-Driven UAV Control: A 2-D Proof of Concept

    Jul 15, 2026Christian Wittke, Stephan Myschik, Oliver NiggemannQuadrotor ControlNeural Control

  60. CayleyR: Solving the TopSpin puzzle via cycle intersection

    Jul 14, 2026Yuri BaramykovPermutationPuzzle