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Publications linked to models, labs and benchmarks. Authors, venues and abstracts come from arXiv and publisher pages.

1,022 total

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Papers
TitleAuthorsPublishedCategoriesOrganization / venueQuality
Assessing Predictive Models for Fairness Based on Activity-Space PatternsarXiv:2605.23234Francesco Lettich, Mario A. Nascimento, Chiara Pugliese +111 Sept 2026cs.LG—89
Benchmarking non-conformity score functions in conformal predictionarXiv:2605.24983Sol Erika Boman11 Sept 2026cs.LG—89
Using Seismic Statistical Features and VQ-VAE to Improve Spatiotemporal Seismicity PredictabilityarXiv:2606.10069Wei Quan, Denise Gorse11 Sept 2026cs.LG—89
Attention by Synchronization in Coupled Oscillator NetworksarXiv:2606.12059Fabio Pasqualetti, Taosha Guo11 Sept 2026cs.LG—89
SafeImpute: Reliable Clinical Data Imputation via Conformal SelectionarXiv:2607.05613Xinrui He, Mengting Ai, Junting Wang +211 Sept 2026cs.LG—89
RDQ: Residual Distribution Quantization for Large Language ModelsarXiv:2607.10137Prateek Singh11 Sept 2026cs.LG—89
Progressive Agent Skill Generation via Reinforcement LearningarXiv:2608.01678Junhao Shen, Zhanqiu Zhang, Yiwen Guo +111 Sept 2026cs.LG—89
Terminal Symmetry as a Carrier of Asymmetric Process Knowledge: Statewise Refinement for Anytime Verified ConstructionarXiv:2608.11318Yi Liu11 Sept 2026cs.LG—89
Scaling Automatic Research Agents via World ModelsarXiv:2608.12564Xiyuan Yang, Sheikh Sarwar, Jingru Cheng +211 Sept 2026cs.LG—89
Transfer Learning of Keystroke Dynamics for Cross-Device User AuthenticationarXiv:2608.16334Nuwan Kaluarachchi, Sevvandi Kandanaarachchi, Kristen Moore +211 Sept 2026cs.LG—89
Designing a Robust LLM-Based Evaluation System for Agentic AI in Drug Discovery Through Human AlignmentarXiv:2608.21057Emma Granqvist, Roc\'io Mercado, Samuel Genheden11 Sept 2026cs.LG—89
Toward a First-Principles Update Geometry for the Language-Model HeadarXiv:2608.22253Aditya Somasundaram, Charles Guille-Escuret, Alexander Moreno +211 Sept 2026cs.LG—89
Revenge of Monosemanticity: Neuron Specialization as a New Form of Feature Learning in MLPsarXiv:2608.24007Amirhesam Abedsoltan, Enric Boix-Adsera, Fivos Kalogiannis +111 Sept 2026cs.LG—89
CAT-GS: Balanced Multimodal Learning via Calibrated Gating and Fusion SurgeryarXiv:2608.24947Mahir Shahriar Tamim, Sharjil Khan, Md. Samiul Alim +211 Sept 2026cs.LG—89
How Proper Scoring Rules Shape LLM ForecastingarXiv:2608.28482Benjamin Turtel, Paul Wilczewski, Kris Skotheim +211 Sept 2026cs.LG—89
REAL-Q: E2E LLM Quantization via Dynamic Gradient DescentarXiv:2609.00049Qian Zhang, Yaoming Li, Zhewen Tan +211 Sept 2026cs.LG—89
RecurTrace: Adaptive Latent Reasoning with Loop-Time MemoryarXiv:2609.03379Yuxiang Wang, Kunyu Feng, Yingda Shen +211 Sept 2026cs.LG—89
Positional task conditioning for scalable defect detection across product families in large product catalogsarXiv:2609.09567Soham Satyadharma, Gabriel Roccabruna, Suleiman A. Khan11 Sept 2026cs.LG—89
Time-Varying Graph Learning with Constraints on Graph Temporal VariationarXiv:2001.03346Haruki Yokota, Koki Yamada, Yuichi Tanaka +111 Sept 2026eess.SP—89
Fisher-Rao Gradient Flows of Linear Programs and State-Action Natural Policy GradientsarXiv:2403.19448Johannes M\"uller, Semih \c{C}ayc{\i}, Guido Mont\'ufar11 Sept 2026math.OC—89
No Screening is More Efficient with Multiple ObjectsarXiv:2408.10077Shunya Noda, Genta Okada11 Sept 2026econ.TH—89
Sublinear Variational Optimization of Gaussian Mixture Models with Millions to Billions of ParametersarXiv:2501.12299Sebastian Salwig, Till Kahlke, Florian Hirschberger +211 Sept 2026stat.ML—89
The observational partial order of causal structures with latent variablesarXiv:2502.07891Marina Maciel Ansanelli, Elie Wolfe, Robert W. Spekkens11 Sept 2026stat.ML—89
Quantum State Preparation with the QNN-based SRBB AlgorithmarXiv:2503.13647Marco Mordacci, Giacomo Belli, Michele Amoretti11 Sept 2026quant-ph—89
Near-optimal estimates for the $\ell^p$-Lipschitz constants of deep random ReLU neural networksarXiv:2506.19695Sjoerd Dirksen, Patrick Finke, Paul Geuchen +211 Sept 2026stat.ML—89
Divergence-Based Similarity Function for Multi-View Contrastive LearningarXiv:2507.06560Jaehyoung Jeon, Cheolsu Lim, Myungjoo Kang11 Sept 2026cs.CV—89
Test time training enhances in-context learning of nonlinear functionsarXiv:2509.25741Kento Kuwataka, Taiji Suzuki11 Sept 2026stat.ML—89
Configuration-Dependent Lower Bounds for Approximation by Shallow ReLU$^k$ Networks on the SpherearXiv:2510.04060Tong Mao, Jinchao Xu11 Sept 2026math.NA—89
Federated Learning for Surgical Vision in Appendicitis Classification: Results of the FedSurg EndoVis 2024 ChallengearXiv:2510.04772Max Kirchner, Hanna Hoffmann, Alexander C. Jenke +211 Sept 2026cs.CV—89
PitchFlower: A flow-based neural audio codec with pitch controllabilityarXiv:2510.25566Diego Torres, Axel Roebel, Nicolas Obin11 Sept 2026eess.AS—89
Addressing A Posteriori Performance Degradation in Neural Network Subgrid Stress ModelsarXiv:2511.17475Andy Wu, Sanjiva K. Lele11 Sept 2026physics.flu-dyn—89
Statistical analysis of Inverse Entropy-regularized Reinforcement LearningarXiv:2512.06956Denis Belomestny, Alexey Naumov, Artemy Rubtsov +111 Sept 2026stat.ML—89
Narrative Consolidation: Formulating a New Task for Unifying Multi-Perspective AccountsarXiv:2512.18041Roger A. Finger, Eduardo G. Cortes, Sandro J. Rigo +111 Sept 2026cs.CL—89
Building Supervision into Hebbian Plasticity through Spike AgreementarXiv:2601.08526Gouri Lakshmi S, Athira Chandrasekharan, Harshit Kumar +211 Sept 2026cs.NE—89
Bayesian quantum sensing using graybox machine learningarXiv:2601.17465Akram Youssry, Stefan Todd, Patrick Murton +211 Sept 2026quant-ph—89
Single Microphone Own Voice Detection based on Simulated Transfer Functions for Hearing AidsarXiv:2603.02724Mathuranathan Mayuravaani, W. Bastiaan Kleijn, Andrew Lensen +111 Sept 2026cs.SD—89
Bilateral Trade Under Heavy-Tailed Valuations: Minimax Regret without a Variance BoundarXiv:2603.06851Hangyi Zhao11 Sept 2026stat.ML—89
mmFHE: mmWave Sensing with End-to-End Fully Homomorphic EncryptionarXiv:2603.22437Tanvir Ahmed, Yixuan Gao, Adnan Armouti +111 Sept 2026cs.CR—89
Perturbation: A simple and efficient adversarial tracer for representation learning in language modelsarXiv:2603.23821Joshua Rozner, Cory Shain11 Sept 2026cs.CL—89
Active noise cancellation on open-ear smart glassesarXiv:2604.05519Kuang Yuan, Freddy Yifei Liu, Tong Xiao +211 Sept 2026eess.AS—89

Author lists and categories are copied from the paper's own metadata (arXiv, publisher). Each paper page shows the abstract, related models and every source snapshot.