Encoders

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Period ending 2026-09-21

15 new papers

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351 papers

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  1. Curia-MAE: Multi-Modal Multi-Anatomy MAE Pre-Training for 3D Medical Image Segmentation

    Aug 6, 2026Théo Danielou, Antoine Saporta, Léo Alberge +1Multimodal PretrainingFrozen Encoder

  2. Decomposed Entailment for Factuality Checking and Hallucination Detection

    Aug 6, 2026Achir Oukelmoun, Nasredine Semmar, Gaël De ChalendarHallucination DetectionMultilingual Fact-Checking

  3. Invisible Shortcuts: Why Vision Encoders Know Your Camera

    Aug 5, 2026Vladan Stojnić, Ryan Ramos, Giorgos Kordopatis-Zilos +2Vision EncodersVision Foundation Models

  4. StaticSegFormer: An Efficient High-Performance Semantic Segmentation Based on Static Structured Pruning

    Aug 5, 2026Timo Bartels, Danish Nazir, Jan Piewek +2Dense Semantic SegmentationHeterogeneous Pruning Scores

  5. Predict, Then Retrieve: Cross-Instance Future-State Retrieval from Video Prefixes

    Aug 5, 2026Quynh Vo, Thong Nguyen, Vinh-Hien Do +2Future Video PredictionNext Activity Prediction

  6. HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition?

    Aug 4, 2026Chandrakant K. BhogayataNamed-Entity RecognitionEncoding Models

  7. HyperFL: Query-Adaptive Representation Learning for Software Fault Localization

    Aug 4, 2026Shuai Shao, Yiming Zeng, Yu Zhao +1Fault DiagnosisBug

  8. SABRE: A Multi-Agent Approach for Selecting Out-of-Distribution Detectors Under a Budget

    Aug 3, 2026Mary Wisell, Salimeh SekehOut-Of-Distribution DetectionPost-Hoc

  9. Gecko: Fast Private Inference via Secure Public Encoder Offloading

    Aug 3, 2026Cheng'an Wei, Kai Chen, Yue Zhao +2Graph Neural Network InferenceInference Engine

  10. The Learning Objective Governs Perceptual Narrowing: A Cross-Lingual, Layer-Wise, Ten-Seed Study of Self-Supervised Speech Encoders

    Aug 1, 2026Sejin YooEncodersRepresentational Adaptation

  11. Adjudicated Captioning: Multi-Agent Alignment Scoring and Consensus-Distilled Beam Arbitration for Strict Zero-Shot Image Captioning

    Jul 31, 2026Duy Tran Thanh, Thien-Phuc Doan, Long Nguyen-Vu +1Video CaptioningComposed Image Retrieval

  12. Building a User Foundation Model for the Open Web

    Jul 30, 2026Solal Vernier, Ivan Can Arisoy, Merwan Barlier +1Click-Through Rate PredictionWireless Foundation Models

  13. Recognition and Label-Free Adaptation Across Recording Sessions in Surface-EMG Gesture Decoding

    Jul 30, 2026Jethro Odeyemi, W. J. ZhangSurface ElectromyographyEncoders

  14. A Montage-Agnostic Encoder for Calibration-Light Cross-User Gesture Recognition from Surface Electromyography

    Jul 30, 2026Jethro Odeyemi, W. J. ZhangHand Gesture RecognitionLegs

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

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

  16. Foundation Models for Face Presentation Attack Detection: A Unified Linear-Probing Benchmark

    Jul 29, 2026Peter Lorenz, Anjith George, Sébastien MarcelVision Foundation ModelsCross-Dataset Benchmark

  17. SCALPEL: Semantic Cross-modal Alignment via LLM-Powered Encoder Learning for Medical Vision-Language Representation

    Jul 29, 2026Yunzhan Fu, Enyu Bao, Xiangyu Shen +4Medical Vision-Language ModelsMultimodal Clinical Data

  18. Zero-Shot Face-to-Speech Synthesis via Latent Space Adaptation of a Style-Diffusion TTS Model

    Jul 29, 2026Carlos Muñoz-Romero, Jose A. Gonzalez-LopezZero-Shot Text-To-SpeechFacial Animation

  19. Data Fusion and Contrastive Alignment for Unconstrained IR Molecular Structure Elucidation

    Jul 28, 2026Ethan J. Mick, Campbell A. Sweet, Matthias J. Young +1Molecular Structure ElucidationInfrared

  20. INTACT: Isomorphic Intent-to-Action Learning for Search-Free World Models

    Jul 28, 2026Junhan Sun, Hao Zhao, Guofeng ZhangLatent World ModelsWorld Models

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

    Jul 28, 2026Woohyun Lee, Hogun ParkEncodeEncoders

  22. Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model

    Jul 27, 2026Senqiao Yang, Kaichen Zhang, Zhaoyang Jia +20Universal MultimodalVisual Reasoning

  23. Beyond Scale and Generation: Understanding Language Model-based Entity Matching

    Jul 27, 2026Zeyu Zhang, Xue Li, Iacer Calixto +2Encoding ModelsDownstream Reasoning

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

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

  25. The JEPA Paradox in Language: The Geometry of Linguistic Alternatives

    Jul 26, 2026Anh Trac Duc Dinh, Khang Nhat Hoang VoJoint-Embedding Predictive ArchitecturesLatent Bridge Matching

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

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

  27. REPREC: Representation Driven Parameter-Efficient Recommendation System

    Jul 24, 2026Harshini Kavuru, Dwipam Katariya, Giri Iyengar +3Sequential RecommendationReranking

  28. Universal BCI Personalization: One API for Frozen EEG Trunks and Foundation Models

    Jul 24, 2026Sergey MusienkoBrain-Computer InterfaceFinetuning

  29. Cheap Probes Predict Expensive Training in 3D-CT Vision--Language Models

    Jul 24, 2026Renjie LiangFrozen EncoderMedical Vision-Language Models

  30. Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA

    Jul 23, 2026Takato YasunoCausal ReasoningCausal Attention

  31. Sparse Concept Channels in Frozen 3D CT Vision Encoders

    Jul 23, 2026Farhad Nooralahzadeh, Lea Bogensperger, Christian Bluethgen +1Medical Vision-Language ModelsFrozen Encoder

  32. Lean-SAM2: Target-Anchored Memory and Encoder Acceleration for SAM2

    Jul 22, 2026Xudong Ouyang, Wenlun Zhang, Yimin Xu +2Segment Anything ModelCross-Attention

  33. CS-ETS: Chaos-Inspired Samba-Based EMG-To-Speech Synthesis with Nonlinear Chaotic Losses

    Jul 21, 2026Sajid Fardin Dipto, Tarikul Islam Tamiti, David Vergano +2ChaosEncoders

  34. CANDOR: Chance-Calibrated Neighborhood Discordance in Frozen Encoders for Medical Imaging

    Jul 20, 2026Soroosh Tayebi Arasteh, Sven Nebelung, Daniel TruhnFrozen EncoderEncoders

  35. High-Capacity Robust Watermarking Technology for High-Resolution Images

    Jul 19, 2026Shaowu Wu, Wei Lu, Qing Qian +1WatermarkingHigh-Resolution

  36. Searching for Task-Specific Vision Paths: Evolutionary Block Pruning Across Vision-Language Models

    Jul 19, 2026Tarun TomarLarge Vision Language ModelsPoint-Vlms

  37. TellTale: Blending Multi-Instance LoRA Text Encoders and a Zero-Shot LLM Judge for Ambivalence/Hesitancy Recognition in Videos

    Jul 18, 2026Abdel-Karim Al-Tamimi, Ali RodanLarge Language Model JudgesAccurate Transcription

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

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

  39. MIDI-RAE-JEPA: Hierarchical Representation Learning and Generation for Symbolic Music

    Jul 16, 2026Scott H. HawleyMusic UnderstandingAudio Latent

  40. VideoRAE: Taming Video Foundation Models for Generative Modeling via Representation Autoencoders

    Jul 15, 2026Zhihao Xie, Junfeng Wu, Xinting Hu +2Variational AutoencoderVideo Latents

  41. Leveraging unlabelled data for generalizable neural population decoding

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

  42. WAVE-Stereo: Warp-Aligned Volume Encoding for Stereo Matching

    Jul 15, 2026Zehan Liu, Yage He, Xianwu GongStereo MatchingStereo Vision

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

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

  44. Semantic Anchoring for Robotic Action Representations

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

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

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

  46. Latent-Identity Tuning in Text-to-Image Personalization Models

    Jul 13, 2026Daniel Garibi, Ronen Kamenetsky, Hadar Averbuch-Elor +2Text-To-ImageFrozen Encoder

  47. Encoder-Side Neuron Identification and Amplification for Acoustic Perception in Large Audio-Language Models

    Jul 13, 2026Yu-Han Huang, Chih-Kai Yang, Ke-Han Lu +2Large Audio Language ModelsAcoustic

  48. Think Through a Bottleneck: Hourglass Reasoning for Rigorous Induction

    Jul 13, 2026Huan ZhuUnified Inductive BiasRefinement

  49. MonkeyOCRv2: A Visual-Text Foundation Model for Document AI

    Jul 13, 2026Yuliang Liu, Zhang Li, Ziyang Zhang +11Deepseek-OcrVisual Document Retrieval

  50. Difference-Driven Gating: Adaptive Feature Fusion for U-Net Decoder

    Jul 13, 2026Kai Li, Xuechao Zou, Jiashen Fu +3U-NetFeature Fusion

  51. Self-Evolving In-Context Learning for Direct Pilot-to-Beamformer Design in MU-MISO Systems

    Jul 13, 2026Yubo Zhang, Xiaodong WangBeamformingMultiple-Input Multiple-Output

  52. On the modality gap and the contrastive loss in multi-modal representation learning

    Jul 12, 2026Fabian Mager, Hiba Nassar, Lars Kai HansenMultimodal Contrastive LearningModality Gap

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

    Jul 11, 2026Benjamin FriedmanFurniturevlaEncode

  54. ZipDepth: Bringing Lightweight Zero-Shot Monocular Depth Anywhere, on Any Device

    Jul 9, 2026Fabio Tosi, Luca Bartolomei, Matteo Poggi +1Monocular Depth EstimationMobilenetv2

  55. The Importance of Encoder Choice:A Tabular-Image Study

    Jul 8, 2026Ilia Koloiarov, Diego Coello de Portugal Mecke, Vijaya Krishna Yalavarthi +2Modality-Specific EncodersEncoders

  56. Naming the Concepts Classifiers Rely On: Language-Anchored Decomposition for Faithful Explanation

    Jul 8, 2026Ahsan Habib Akash, Dipkamal Bhusal, Stacey Jones +3NameFrozen Encoder

  57. On Explicit Super-Expressive Approximation for Neural Networks

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

  58. 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

  59. Multi-Teacher Contrastive Distillation for Edge-Efficient Pathology Foundation Models

    Jul 6, 2026Tim Lenz, Maurice Heide, Marco Gustav +2Pathology Foundation ModelsWhole-Slide Images

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

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