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2 papers in the last 28 days · 0.1% of indexed attention

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EncodersEncoding ModelsFrozen EncoderEncoder-Decoder Architectures

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Period ending 2026-09-07

3 new papers

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45 papers

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  1. Fractal dimension predicts quantum kernel collapse in angle-encoded data

    Aug 31, 2026Ana Paula AppelQuantum KernelsQuantum Computing

  2. Subgroup performance analysis of adaptation strategies for chest X-ray foundation models

    Aug 19, 2026Dhruv Gupta, Emma A. M. Stanley, Fabio De Sousa Ribeiro +2Subgroup InformationParameter-Efficient Adaptation

  3. The Impact of Temporal Context Length and Encoding Strategies on Self-Supervised ECG Representation Learning

    Aug 13, 2026Ahmed Sameh, Ramzi Al-Sharawi, Yogatheesan VaratharajahElectronic Health Record Foundation ModelsRepresentation Learning

  4. Continuous-Latent Predictive Modeling with Semantic Alignment for EEG-Language Foundation Models

    Aug 12, 2026Myeong-Ju Cho, Hye-Bin Shin, Seo-Hyun Lee +1Electroencephalography Foundation ModelsLatent Bridge Matching

  5. CoinRAG: Contextualized Information Nugget KV Cache Reuse for Long-Context RAG

    Aug 7, 2026Gyuwan Kim, Cheoneum Park, Tao YangRecent Retrieval-Augmented GenerationCache

  6. Same physical state, different collective dynamics: state encodings select synchronization outcomes in language-model agents

    Aug 7, 2026Takahiro Ezaki, Naoto Imura, Katsuhiro NishinariCollective BehaviorsEncode

  7. InferScale: GPU-Native KV Injection for Personalized LLM Serving

    Jul 29, 2026Peter Li, Prashant PandeyLarge Language Model MemoryKey-Value

  8. CondPSE: A Polynomial-Filtered Structural Encoder with Conditional Modulation for Graphs

    Jul 28, 2026Woohyun Lee, Hogun ParkEncodeEncoders

  9. A Controlled Visual-Backbone Benchmark for Multimodal Short-Term Solar Irradiance Forecasting

    Jul 26, 2026Oshadha Samarakoon, Dushan Herath, Ishara Ranmandala +4SolarEnergy Forecasting

  10. Confidently Wrong: Exception Chain Collapse in Frontier LLM Rule Evaluation

    Jul 25, 2026Paul Simpson, John Kozak, Lisa DoakeFrontier ModelsLarge Language Model Evaluation

  11. Rate-Utility Frontiers for Language Encodings: Comparing Tokens, Bytes, and Pixels Under Controlled Linguistic Content

    Jul 17, 2026Ingo Ziegler, Martin Krebs, Desmond ElliottEncodeLinguistics

  12. Leveraging unlabelled data for generalizable neural population decoding

    Jul 15, 2026Ximeng Mao, Nanda H. Krishna, Avery Hee-Woon Ryoo +2Neural RecordingsUnlabeled Data

  13. Evaluating Encoding Strategies for Closed-Loop Classification in Biological Neural Networks

    Jul 15, 2026Martin Schottlender, Veronika Volkova, Pengjie Zhou +3Neural Network3D Encoder

  14. Semantic Anchoring for Robotic Action Representations

    Jul 15, 2026Yuan Xu, Youheng Shi, Chengyang Li +2Executable Robot BehaviorAction Space

  15. VisCo: Leveraging Large Language Models as Intrinsic Encoders for Visual Token Compression

    Jul 14, 2026Yupeng Zheng, Kai Zou, Bin Liu +1Token CompressionEncode

  16. Annotation-Free Furniture Codes: What They Encode, and How Far They Transfer

    Jul 11, 2026Benjamin FriedmanFurniturevlaEncode

  17. On Explicit Super-Expressive Approximation for Neural Networks

    Jul 7, 2026Feng-Lei Fan, Ze-Yu Li, Chen-Yu Wang +1Neural-Network ApproximationApproximation

  18. Unicode TAG-Block Concealment of Tool-Metadata Payloads in the Model Context Protocol: An Approval-View Fidelity Gap Across Three Independent Server Implementations

    Jul 7, 2026Mohammadreza RashidiModel Context ProtocolMetadata

  19. How Much is Left? LLMs Linearly Encode Their Remaining Output Length

    Jul 6, 2026Mohamed Amine Merzouk, Dmitri Carpov, Mirko Bronzi +2Code CompletionEncode

  20. Probing Chemical Language Models: Effects of Pre-training and Fine-tuning

    Jul 2, 2026Anna Karnysheva, Dietrich Klakow, Ji-Ung LeeMolecular Structure ElucidationModel Pretraining

  21. How Should Transformers Encode Numeric Values in Electronic Health Records?

    Jul 1, 2026Maria Elkjær Montgomery, Christian Igel, Mikkel Odgaard +2Electronic Health RecordsTransformer Architectures

  22. Towards a foundational model for recognising diastematic Gregorian notation

    Jun 30, 2026Daniel Kurek, Jan HajičLatinEncode

  23. DynaWM: Dynamics-Aware Distillation with World Model and Momentum Targets for Smooth Locomotion over Continuous Stairs

    Jun 23, 2026Haidong Hou, Zhangguo Yu, Hengbo Qi +1Adaptive LocomotionLegged Robots

  24. Prime Fourier Embeddings: A Principled Basis for Modular Arithmetic

    Jun 22, 2026Hyunsang Hwang, Suhyun Bae, Donghun LeeModular AdditionEmbedding Dimension

  25. KaLM-Reranker-V1: Fast but Not Late Interaction for Compressed Document Reranking

    Jun 22, 2026Xinping Zhao, Jiaxin Xu, Ziqi Dai +7RerankingRelevance

  26. PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning

    Jun 19, 2026Youngjoon Jeong, Jihwan Yu, Minsoo Jo +2Latent ActionsRobot Policies

  27. Toten: A Knowledge-Based System For Structure-Preserving Representation Of Physical Quantities And Technical Notation In Brazilian Portuguese

    Jun 17, 2026Antonio de Sousa Leitão Filho, Allan Kardec Duailibe Barros Filho, Fabrício Saul Lima. Selby Mykael Lima dos Santos +1PortugueseQuantifying

  28. MagpieTTS-LF: Inference-Time Long-Form Speech Generation Without Training on Long-Form data

    Jun 16, 2026Subhankar Ghosh, Jason Li, Paarth Neekhara +4Zero-Shot Text-To-SpeechProsodic Features

  29. Ultra-Fast Neural Video Compression

    Jun 3, 2026Jiahao Li, Wenxuan Xie, Zhaoyang Jia +4Neural Video CodecsEncode

  30. The role of class encoding in neural collapse

    May 29, 2026Bastien Massion, Roy Makhlouf, Estelle MassartNeural CollapseCollapse

  31. A Padding Method for Enhanced Encoding of Inorganic Structures with Varying Chemical Compositions

    May 29, 2026Thang Dang, Haderbache Amir, Tzanakakis Alexandros +1Crystallographic Plane IndicesMolecular Generation

  32. Learning Logical Operations for Arbitrary Quantum Error Correction Codes

    May 27, 2026Nico Meyer, Christopher Mutschler, Dominik Seuß +2Quantum Error CorrectionPost-Quantum Cryptography

  33. DSSP: Diffusion State Space Policy with Full-History Encoding

    May 14, 2026Zhiyuan Guan, Jianshu Hu, Han Fang +5Diffusion PoliciesImitation Learning

  34. The Expressivity Boundary of Probabilistic Circuits: A Comparison with Large Language Models

    May 13, 2026Zhiyu Zhao, Xuejie Liu, Muhan Zhang +1ExpressivityAutoregressive Language Models

  35. DocAtlas: Multilingual Document Understanding Across 80+ Languages

    May 12, 2026Ahmed Heakl, Youssef Mohamed, Abdullah Sohail +6MultilingualDeepseek

  36. What Cohort INRs Encode and Where to Freeze Them

    May 8, 2026Vasiliki Sideri-Lampretsa, Sophie Starck, Robbie Holland +2Implicit Neural RepresentationsEncode

  37. Exposing LLM Safety Gaps Through Mathematical Encoding:New Attacks and Systematic Analysis

    May 5, 2026Haoyu Zhang, Mohammad Zandsalimy, Shanu SushmitaLarge Language Model SafetyLarge Language Model Performance

  38. HELIX: Hybrid Encoding with Learnable Identity and Cross-dimensional Synthesis for Time Series Imputation

    May 4, 2026Fengming Zhang, Wenjie Du, Huan Zhang +2ImputationAttention-Based Models

  39. Deep neural networks with Fisher vector encoding for medical image classification

    May 3, 2026Lucas O. Lyra, Antonio E. Fabris, Joao B. FlorindoMedical Image ClassificationConvolutional Neural Networks

  40. Beyond Gaussian Bottlenecks: Topologically Aligned Encoding of Vision-Transformer Feature Spaces

    Apr 30, 2026Andrew Bond, Ilkin Umut Melanlioglu, Erkut Erdem +13D EncoderVariational Autoencoder

  41. Subliminal Steering: Stronger Encoding of Hidden Signals

    Apr 28, 2026George Morgulis, John HewittImplicit BiasHidden States

  42. Meta-Tool: Efficient Few-Shot Tool Adaptation for Small Language Models

    Apr 22, 2026Sachin KumarLarge Language Model AdaptationSmall Language Models

  43. Reasoning Models Know What's Important, and Encode It in Their Activations

    Apr 20, 2026Yaniv Nikankin, Martin Tutek, Tomer Ashuach +2Large Reasoning ModelsModel Activations

  44. Block-encodings as programming abstractions: The Eclipse Qrisp BlockEncoding Interface

    Apr 20, 2026Matic Petrič, René ZanderEncodeAbstraction

  45. InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing

    May 28, 2025Shuaiyi Li, Zhisong Zhang, Yang Deng +6Multimodal Knowledge EditingIn-Context Learning