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Research

Papers

Publications linked to models, labs and benchmarks. Authors, venues and abstracts come from arXiv and publisher pages; model links come from model cards citing the paper.

341 papers

Papers
TitleAuthorsOrganizationPublishedIntroduces Models (and artifacts) whose model card or documentation cites this paper — inbound described_by relations.DatasetsBenchmarksCode
Revenge of Monosemanticity: Neuron Specialization as a New Form of Feature Learning in MLPsarXiv:2608.24007cs.LGAmirhesam Abedsoltan, Enric Boix-Adsera, Fivos Kalogiannis +111 Sept 2026
RecurTrace: Adaptive Latent Reasoning with Loop-Time MemoryarXiv:2609.03379cs.LGYuxiang Wang, Kunyu Feng, Yingda Shen +211 Sept 2026
Positional task conditioning for scalable defect detection across product families in large product catalogsarXiv:2609.09567cs.LGSoham Satyadharma, Gabriel Roccabruna, Suleiman A. Khan11 Sept 2026
Time-Varying Graph Learning with Constraints on Graph Temporal VariationarXiv:2001.03346eess.SPHaruki Yokota, Koki Yamada, Yuichi Tanaka +111 Sept 2026
Fisher-Rao Gradient Flows of Linear Programs and State-Action Natural Policy GradientsarXiv:2403.19448math.OCJohannes M\"uller, Semih \c{C}ayc{\i}, Guido Mont\'ufar11 Sept 2026
Sublinear Variational Optimization of Gaussian Mixture Models with Millions to Billions of ParametersarXiv:2501.12299stat.MLSebastian Salwig, Till Kahlke, Florian Hirschberger +211 Sept 2026
The observational partial order of causal structures with latent variablesarXiv:2502.07891stat.MLMarina Maciel Ansanelli, Elie Wolfe, Robert W. Spekkens11 Sept 2026
Quantum State Preparation with the QNN-based SRBB AlgorithmarXiv:2503.13647quant-phMarco Mordacci, Giacomo Belli, Michele Amoretti11 Sept 2026
Near-optimal estimates for the $\ell^p$-Lipschitz constants of deep random ReLU neural networksarXiv:2506.19695stat.MLSjoerd Dirksen, Patrick Finke, Paul Geuchen +211 Sept 2026
Divergence-Based Similarity Function for Multi-View Contrastive LearningarXiv:2507.06560cs.CVJaehyoung Jeon, Cheolsu Lim, Myungjoo Kang11 Sept 2026
Test time training enhances in-context learning of nonlinear functionsarXiv:2509.25741stat.MLKento Kuwataka, Taiji Suzuki11 Sept 2026
Configuration-Dependent Lower Bounds for Approximation by Shallow ReLU$^k$ Networks on the SpherearXiv:2510.04060math.NATong Mao, Jinchao Xu11 Sept 2026
PitchFlower: A flow-based neural audio codec with pitch controllabilityarXiv:2510.25566eess.ASDiego Torres, Axel Roebel, Nicolas Obin11 Sept 2026
Addressing A Posteriori Performance Degradation in Neural Network Subgrid Stress ModelsarXiv:2511.17475physics.flu-dynAndy Wu, Sanjiva K. Lele11 Sept 2026
Statistical analysis of Inverse Entropy-regularized Reinforcement LearningarXiv:2512.06956stat.MLDenis Belomestny, Alexey Naumov, Artemy Rubtsov +111 Sept 2026
Narrative Consolidation: Formulating a New Task for Unifying Multi-Perspective AccountsarXiv:2512.18041cs.CLRoger A. Finger, Eduardo G. Cortes, Sandro J. Rigo +111 Sept 2026
Building Supervision into Hebbian Plasticity through Spike AgreementarXiv:2601.08526cs.NEGouri Lakshmi S, Athira Chandrasekharan, Harshit Kumar +211 Sept 2026
Bayesian quantum sensing using graybox machine learningarXiv:2601.17465quant-phAkram Youssry, Stefan Todd, Patrick Murton +211 Sept 2026
Single Microphone Own Voice Detection based on Simulated Transfer Functions for Hearing AidsarXiv:2603.02724cs.SDMathuranathan Mayuravaani, W. Bastiaan Kleijn, Andrew Lensen +111 Sept 2026
Bilateral Trade Under Heavy-Tailed Valuations: Minimax Regret without a Variance BoundarXiv:2603.06851stat.MLHangyi Zhao11 Sept 2026
mmFHE: mmWave Sensing with End-to-End Fully Homomorphic EncryptionarXiv:2603.22437cs.CRTanvir Ahmed, Yixuan Gao, Adnan Armouti +111 Sept 2026
Active noise cancellation on open-ear smart glassesarXiv:2604.05519eess.ASKuang Yuan, Freddy Yifei Liu, Tong Xiao +211 Sept 2026
Discriminative Span as a Predictor of Synthetic Data Utility via Classifier ReconstructionarXiv:2605.09697cs.CVRadhika Amar Desai, Modigari Narendra11 Sept 2026
Goal-Oriented Lower-Tail Calibration of Gaussian Processes for Bayesian OptimizationarXiv:2605.20145stat.MLAur\'elien Pion, Emmanuel Vazquez11 Sept 2026
Activation-Based Active Learning for In-Context Learning: Challenges and InsightsarXiv:2606.05134cs.CLYaseen M. Osman, Geoff V. Merrett, Stuart E. Middleton11 Sept 2026

Author lists and categories are copied from the paper's own metadata (arXiv, publisher). Linked models, datasets, benchmarks and code come from stated relations only; a dash means no source stated one.