Encoders

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Period ending 2026-09-21

15 new papers

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Period ending 2026-09-14

8 new papers

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Period ending 2026-09-07

16 new papers

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351 papers

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  1. Embedding-based In-Context Prompt Training for Enhancing LLMs as Text Encoders

    May 2, 2026Ailiang Lin, Zhuoyun Li, Keyu Mao +2Domain-Invariant Text EmbeddingsIn-Context Learning

  2. VoxAfford: Multi-Scale Voxel-Token Fusion for Open-Vocabulary 3D Affordance Detection

    May 2, 2026Haowen Sun, Shaolong Zhang, Mingyang Li +63D Scene UnderstandingVoxel

  3. Kernel Affine Hull Machines as Compute-Efficient Encoders for Frozen Semantic Spaces

    May 1, 2026Mohit Kumar, Somayeh Kargaran, Bernhard A. Moser +1Encoders

  4. LASE: Language-Adversarial Speaker Encoding for Indic Cross-Script Identity Preservation

    May 1, 2026Venkata Pushpak Teja MentaCross-Lingual Voice CloningSpeech Encoder

  5. Energy-Based Constraint Networks: Learning Structural Coherence Across Modalities

    May 1, 2026Chirag ShindeExplainable Deepfake DetectionFrozen Encoder

  6. REALM: An RGB- and Event-Aligned Latent Manifold for Cross-Modal Perception

    Apr 30, 2026Vincenzo Polizzi, David B. Lindell, Jonathan KellyRgbtCross-Modal Learning

  7. NorBERTo: A ModernBERT Model Trained for Portuguese with 331 Billion Tokens Corpus

    Apr 30, 2026Enzo S. N. Silva, Pablo B. Costa, Raphael C. Vlasman +8PortugueseModernbert

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

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

  9. TwinGate: Stateful Defense against Decompositional Jailbreaks in Untraceable Traffic via Asymmetric Contrastive Learning

    Apr 30, 2026Bowen Sun, Chaozhuo Li, Yaodong Yang +2JailbreaksMalicious Code

  10. Why Self-Supervised Encoders Want to Be Normal

    Apr 30, 2026Yuval DombInformation BottleneckLatent Representation

  11. Why Mean Pooling Works: Quantifying Second-Order Collapse in Text Embeddings

    Apr 30, 2026Tomomasa Hara, Hiroto Kurita, Masaaki Imaizumi +2Domain-Invariant Text EmbeddingsGlobal Embeddings

  12. Hypencoder Revisited: Reproducibility and Analysis of Non-Linear Scoring for First-Stage Retrieval

    Apr 29, 2026Arne Eichholtz, Yongkang Li, Jutte Vijverberg +2Retrieval LayerEncoding Models

  13. The False Resonance: A Critical Examination of Emotion Embedding Similarity for Speech Generation Evaluation

    Apr 29, 2026Yun-Shao Tsai, Yi-Cheng Lin, Huang-Cheng Chou +5Prosodic FeaturesEmotion

  14. Subliminal Steering: Stronger Encoding of Hidden Signals

    Apr 28, 2026George Morgulis, John HewittImplicit BiasHidden States

  15. Independent-Component-Based Encoding Models of Brain Activity During Story Comprehension

    Apr 27, 2026Kamya Hari, Taha Binhuraib, Jin Li +2Independent Component AnalysisBrain Magnetic Resonance Imaging

  16. PEPS: Positional Encoding Projected Sampling -- Extended

    Apr 27, 2026Guillaume Perez, Janarbek Matai, Takahiro HaradaPositional EncodingImplicit Neural Representations

  17. K-SENSE: A Knowledge-Guided Self-Augmented Encoder for Neuro-Semantic Evaluation of Mental Health Conditions on Social Media

    Apr 26, 2026Vijay YadavDepression DetectionMental Health

  18. Channel Adaptation for EEG Foundation Models: A Systematic Benchmark Across Architectures, Tasks, and Training Regimes

    Apr 25, 2026Kuntal Kokate, Bruno Aristimunha, Dung Truong +1Electroencephalography Foundation ModelsParameter-Efficient Adaptation

  19. ArmSSL: Adversarial Robust Black-Box Watermarking for Self-Supervised Learning Pre-trained Encoders

    Apr 24, 2026Yongqi Jiang, Yansong Gao, Boyu Kuang +3WatermarkingWatermarks

  20. FILTR: Extracting Topological Features from Pretrained 3D Models

    Apr 24, 2026Louis Martinez, Maks OvsjanikovCertified Point-CloudTopological Data Analysis

  21. Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI

    Apr 23, 2026Hieu Man, Van-Cuong Pham, Nghia Trung Ngo +2AuthorshipMachine-Generated Text Detection

  22. Cross-Entropy Is Load-Bearing: A Pre-Registered Scope Test of the K-Way Energy Probe on Bidirectional Predictive Coding

    Apr 23, 2026Jon-Paul CacioliCross-Entropy LossesGumbel-Softmax Relaxation

  23. Enhancing Speaker Verification with Whispered Speech via Post-Processing

    Apr 22, 2026Magdalena Gołębiowska, Piotr SygaSpeaker Verification PerformanceAcoustic

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

    Apr 22, 2026Sachin KumarLarge Language Model AdaptationSmall Language Models

  25. DeltaSeg: Tiered Attention and Deep Delta Learning for Multi-Class Structural Defect Segmentation

    Apr 20, 2026Enrique Hernandez Noguera, Md Meftahul Ferdaus, Elias Ioup +1Scalable Defect DetectionDefect

  26. MultiWorld: Scalable Multi-Agent Multi-View Video World Models

    Apr 20, 2026Haoyu Wu, Jiwen Yu, Yingtian Zou +1Video World ModelsMultimodal Agents

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

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

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

    Apr 20, 2026Matic Petrič, René ZanderEncodeAbstraction

  29. MARCO: Navigating the Unseen Space of Semantic Correspondence

    Apr 20, 2026Claudia Cuttano, Gabriele Trivigno, Carlo Masone +1Feature MatchingDense Semantic Segmentation

  30. Where Do Self-Supervised Speech Models Become Unfair?

    Apr 20, 2026Felix Herron, Maja Hjuler, Solange Rossato +2Self-Supervised Speech ModelsSpeaker Identity

  31. Why Advanced Encoders Lag on Sparse Retrieval? The Answer and an Approach to Bridging Vocabulary Gaps

    Apr 20, 2026Zhichao Geng, Yang YangRetrieval LayerDynamic Sparse Attention

  32. GeGS-PCR: Effective and Robust 3D Point Cloud Registration with Two-Stage Color-Enhanced Geometric-3DGS Fusion

    Apr 20, 2026Jiayi Tian, Haiduo Huang, Tian Xia +2Point Cloud RegistrationImage Registration

  33. iDocV2: Leveraging Self-Supervision and Open-Set Detection for Improving Pattern Spotting in Historical Documents

    Apr 17, 2026Jose M. Saavedra, Crhistopher Stears, Marcelo Pizarro +2Visual Document RetrievalRetrieval Layer

  34. Rewind-IL: Online Failure Detection and State Respawning for Imitation Learning

    Apr 17, 2026Gehan Zheng, Sanjay Seenivasan, Matthew Johnson-Roberson +1Imitation LearningVisuomotor Control

  35. Utonia: Toward One Encoder for All Point Clouds

    Mar 3, 2026Yujia Zhang, Xiaoyang Wu, Yunhan Yang +6Spatial ReasoningEncoders

  36. Strategies for Span Labeling with Large Language Models

    Jan 23, 2026Danil Semin, Ondřej Dušek, Zdeněk KasnerLarge LanguageEncoding Models

  37. RadJEPA: Radiology Encoder for Chest X-Rays via Joint Embedding Predictive Architecture

    Jan 22, 2026Anas Anwarul Haq Khan, Mariam Husain, Pratik Jalan +1Radiology Report GenerationChest Radiography

  38. VENI: Variational Encoder for Natural Illumination

    Jan 20, 2026Paul Walker, James A. D. Gardner, Andreea Ardelean +2Inverse RenderingVariational Autoencoder

  39. GRAN-TED: Generating Robust, Aligned, and Nuanced Text Embedding for Diffusion Models

    Dec 17, 2025Bozhou Li, Sihan Yang, Yushuo Guan +6Text-To-Image Diffusion ModelsText-To-Image

  40. Freeze, Diffuse, Decode: Task-Aware Adaptation of Transformer Embeddings for Antimicrobial Peptide Design

    Nov 28, 2025Pankhil Gawade, Adam Izdebski, Myriam Lizotte +4Generative Pretrained TransformersEmbedding Dimension

  41. Energy-Efficient Federated Learning via Adaptive Encoder Freezing for MRI-to-CT Conversion: A Green AI-Guided Research

    Nov 25, 2025Ciro Benito Raggio, Lucia Migliorelli, Nils Skupien +6Federated LearningHeterogeneous Edge Devices

  42. Activation Quantization of Vision Encoders Needs Prefixing Registers

    Oct 6, 2025Seunghyeon Kim, Taesun Yeom, Jinho Kim +3Vision EncodersQuantization

  43. SHMoAReg: Spark Deformable Image Registration via Spatial Heterogeneous Mixture of Experts and Attention Heads

    Sep 24, 2025Yuxi Zheng, Jianhui Feng, Tianran Li +2Image RegistrationPopular Deformable Convolutions

  44. FISHER: A Foundation Model for Multi-Modal Industrial Signal Comprehensive Representation

    Jul 22, 2025Pingyi Fan, Anbai Jiang, Shuwei Zhang +9Fisher InformationEncoders

  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

  46. New universal operator approximation theorem for encoder-decoder architectures

    Mar 31, 2025Janek Gödeke, Pascal FernselProbabilistic Operator LearningMetric Spaces

  47. DRESS: Disentangled Representation-based Self-Supervised Meta-Learning for Diverse Tasks

    Mar 12, 2025Wei Cui, Tongzi Wu, Jesse C. Cresswell +2Meta-LearningFew-Shot Learning

  48. A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond

    Feb 17, 2025Shreya Shukla, Jose Torres, Akshaj Murhekar +4Electroencephalography Spatial Super-ResolutionElectroencephalography Foundation Models

  49. Exploiting Vision Encoder Vulnerabilities for Universal Adversarial Perturbations on Large Vision-Language Models

    Dec 11, 2024Hee-Seon Kim, Minbeom Kim, Seokil Ham +1Large Vision Language ModelsAdversarial Examples

  50. From system models to class models: An in-context learning paradigm

    Aug 25, 2023Marco Forgione, Filippo Pura, Dario PigaSystem IdentificationIn-Context Learning

  51. TDDM-Melatt: A Decoupled Memory and Diffusion Framework for Generalizable Encrypted Traffic Classification

    Date pendingZe Chen, Qiming Yu, Zijia Song +2Network TrafficReconstruction-Based Anomaly Detection