Papers

The Key to State Reduction in Linear Attention: A Rank-based Perspective

Philipp Nazari, T. Konstantin Rusch

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Oscillatory State-Space Models

Daniela Rus, T. Konstantin Rusch

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Eulerian Motion Guidance: Robust Image Animation via Bidirectional Geometric Consistency

Chunyan Miao, Cong-Duy Nguyen, Khoi M. Le, Luu Anh Tuan, See-Kiong Ng, Thong Nguyen

54.8%

ICLR 2027

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INEUS: Iterative Neural Solver for High-Dimensional PIDEs

Davide Gallon, Jean-Loup Dupret, Patrick Cheridito

50.0%

NeurIPS 2026

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Quantifying the Statistical Effect of Rubric Modifications on Human-Autorater Agreement

Alfredo Gomez, Athiya Deviyani, Fernando Diaz, Jeffrey P. Bigham, Jessica Huynh, Renee Shelby

99.7%

NeurIPS 2026

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LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG

Marcel Worring, Yijia Zheng

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A Topological Sorting Criterion for Random Causal Directed Acyclic Graphs

Alexander G. Reisach, Antoine Chambaz, Gilles Blanchard, Sebastian Weichwald

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Multimodal Deep Generative Model for Semi-Supervised Learning under Class Imbalance

Heegeon Yoon, Heeyoung Kim

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Data Language Models: A New Foundation Model Class for Tabular Data

Eda Erol, Giuliano Pezzoli, Ozer Cem Kelahmet

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Log-Likelihood, Simpson's Paradox, and the Detection of Machine-Generated Text

Maeve Madigan, Stuart Burrell, Tom Kempton, Viktor Drobnyi

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Attributions All the Way Down? The Metagame of Interpretability

Fabian Fumagalli, Hubert Baniecki, Przemyslaw Biecek

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Render, Don't Decode: Weight-Space World Models with Latent Structural Disentanglement

Mauro Comi, Roussel Desmond Nzoyem

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Region Seeding via Pre-Activation Regularization: A Geometric View from Piecewise Affine Nerual Networks

Furao Shen, Xuan Qi, Yi Wei

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Molecules Meet Language: Confound-Aware Representation Learning and Chemical Property Steering in Transformer-VAE Latent Spaces

Attila Cangi, Bartosz Brzoza, Jan Andrzejewski, Zakaria Elabid

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Addressing Labelled Data Scarcity: Taxonomy-Agnostic Annotation of PII Values in HTTP Traffic using LLMs

Axel Küpper, Thomas Cory

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Measuring Black-Box Confidence via Reasoning Trajectories: Geometry, Coverage, and Verbalization

Jesper Ferkinghoff-Borg, Jialin Yu, Josefa Lia Stoisser, Kaspar Märtens, Marc Boubnovski Martell, Philip Torr, Robert Kitchen

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MultiLinguahah : A New Unsupervised Multilingual Acoustic Laughter Segmentation Method

Barriere Valentin, Callejas Sofia, Gomez Nahuel, Pelachaud Catherine, Ravenet Brian

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Perceive, Route and Modulate: Dynamic Pattern Recalibration for Time Series Forecasting

Haohuan Fu, Haoyang Li, Qingsong Wen, Siru Zhong, Yuxuan Liang, Zhao Meng

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When Does $\ell_2$-Boosting Overfit Benignly? High-Dimensional Risk Asymptotics and the $\ell_1$ Implicit Bias

Jian Li, Ye Su, Yong Liu

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End-to-End Identifiable and Consistent Recurrent Switching Dynamical Systems

Carles Balsells-Rodas, Xavier Sumba, Yingzhen Li, Zhengrui Xiang

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Pro-KLShampoo: Projected KL-Shampoo with Whitening Recovered by Orthogonalization

Ermin Wei, Ruotong Sun

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NavOne: One-Step Global Planning for Vision-Language Navigation on Top-Down Maps

Chenxi Zheng, Dijia Zhan, Jie Tang, Jinyi Li, Shaoyu Huang, Xuemiao Xu, Yong Li

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Who and What? Using Linguistic Features and Annotator Characteristics to Analyze Annotation Variation

Gabriella Lapesa, Maximilian Linde, Maximilian Maurer

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Improving the Efficiency of Language Agent Teams with Adaptive Task Graphs

Alexander Ku, Dilip Arumugam, Elizabeth Mieczkowski, Ilia Sucholutsky, John Matters, Katherine M. Collins, Thomas L. Griffiths, Tiwalayo Eisape

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