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

341 total

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Papers
TitleAuthorsPublishedCategoriesOrganization / venueQuality
Evaluating Time-Series Foundation Models and Multimodal Dietary Context for CGM ForecastingarXiv:2609.11872Bowen Zhang, Hsiu-Wen Cheng, Hongyu Yang +211 Sept 2026stat.ML—89
3D Point Splatting for mmWave Radar Novel View SynthesisarXiv:2609.11894Adnan Armouti, Yixuan Gao, Rajalakshmi Nandakumar11 Sept 2026cs.CV—89
Label Differential Privacy via AggregationarXiv:2310.10092Anand Brahmbhatt, Rishi Saket, Shreyas Havaldar +211 Sept 2026cs.LG—89
DNA: Differentially private Neural Augmentation for contact tracingarXiv:2404.13381Rob Romijnders, Christos Louizos, Yuki M. Asano +111 Sept 2026cs.LG—89
Mapping Seven Decades of Philosophy in Colombia: Dynamic Topic Modelling of Ideas y ValoresarXiv:2412.04236Juan R. Loaiza, Miguel Gonz\'alez-Duque11 Sept 2026cs.LG—89
BiHDTrans: binary hyperdimensional transformer for efficient multivariate time series classificationarXiv:2509.24425Jingtao Zhang, Yi Liu, Qi Shen +111 Sept 2026cs.LG—89
Autonomous-Flow-Based GenerationarXiv:2511.09902Hossein Rouhvarzi, Anastasis Kratsios11 Sept 2026cs.LG—89
When do cheap embeddings beat protein language models? A theoretically-grounded hashing sketch for biological sequence classificationarXiv:2512.10147Sarwan Ali, Taslim Murad, Imdadullah Khan +111 Sept 2026cs.LG—89
UBCL: A Reinforcement Learning Framework for Controllable and Diverse Player BehaviorsarXiv:2512.10835Atahan Cilan, Atay \"Ozg\"ovde11 Sept 2026cs.LG—89
Semidefinite Programming for Quantum Channel LearningarXiv:2601.12502Mikhail Gennadievich Belov, Victor Victorovich Dubov, Vadim Konstantinovich Ivanov +211 Sept 2026cs.LG—89
Smoothing the Score Function to Enhance Generalization in Diffusion ModelsarXiv:2601.19285Xinyu Zhou, Jiawei Zhang, Stephen J. Wright11 Sept 2026cs.LG—89
Prediction--Loss Alignment for Sampler--Robust Flow Matching TrainingarXiv:2602.10420Jiadong Hong, Lei Liu, Xinyu Bian +211 Sept 2026cs.LG—89
Evaluating Memory Structure in LLM AgentsarXiv:2602.11243Alina Shutova, Alexandra Olenina, Ivan Vinogradov +111 Sept 2026cs.LG—89
Partial GFlowNet: Accelerating Convergence in Large State Spaces via Strategic PartitioningarXiv:2602.11498Xuan Yu, Xu Wang, Rui Zhu +211 Sept 2026cs.LG—89
Measuring Progress in Reasoning Toward Mathematical Discovery with Automatic VerificationarXiv:2603.15617Erik Y. Wang, Sumeet R. Motwani, James V. Roggeveen +211 Sept 2026cs.LG—89
Longitudinal Risk Prediction in Mammography with Privileged History DistillationarXiv:2603.15814Banafsheh Karimian, Soufiane Belharbi, Alexis Guichemerre +211 Sept 2026cs.LG—89
FluxMoE: Decoupling Expert Residency for High-Performance MoE ServingarXiv:2604.02715Qingxiu Liu, Yongchao He, Runhan Jiang +211 Sept 2026cs.LG—89
Generalization Guarantees on Data-Driven Tuning of Gradient Descent with Langevin UpdatesarXiv:2604.13130Saumya Goyal, Rohith Rongali, Ritabrata Ray +111 Sept 2026cs.LG—89
DP-Muon: Differentially Private Optimization via Matrix-Orthogonalized MomentumarXiv:2605.12994Jihwan Kim, Chenglin Fan11 Sept 2026cs.LG—89
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
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
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
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

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.