Encoders

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Period ending 2026-09-21

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351 papers

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  1. A Unified Framework for Efficient Remote Sensing Visual Question Answering: Adapting Dual, Hybrid, and Encoder-Decoder Architectures

    Jun 17, 2026Timothy Agboada, Shikha Chandel, Yadav Raj Ghimire +1Remote SensingVision-Language Model Adaptation

  2. Rescaling MLM-Head for Neural Sparse Retrieval

    Jun 17, 2026Youngjoon Jang, Seongtae Hong, Jonah Turner +1Retrieval LayerLarge Language Model Backbones

  3. 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

  4. Bounding Box Label Propagation for Re-Annotation of Document Layout Analysis Datasets

    Jun 16, 2026Nick Jochum, Tobias Alt-Veit, Christian Schön +3Bounding BoxPseudo-Labeling

  5. Distribution Alignment for One-Shot Federated Learning via Optimal Transport

    Jun 15, 2026Daniele Berardini, Vito Paolo Pastore, Vittorio MurinoFederated LearningFew-Shot Learning

  6. MVOFormer: Flow-Semantic Transformer for Robust Monocular Visual Odometry

    Jun 15, 2026Jituo Li, Shunwang Sun, Jialu Zhang +5Visual OdometryMonocular Videos

  7. Learning aligned EEG representations with subject-specific encoders

    Jun 15, 2026Bruna J. Lopes, Gabriel Schwartz, Sylvain Chevallier +2Electroencephalography Spatial Super-ResolutionMotor Imagery

  8. Multimodal LLM-Empowered Re-Ranking for Generalizable Person Re-Identification

    Jun 15, 2026Jiachen Li, Xiaojin GongRe-IdentificationReranking

  9. Selective Synergistic Learning for Video Object-Centric Learning

    Jun 14, 2026WonJun Moon, Jae-Pil HeoObject-Centric LearningVision Encoders

  10. More with LESS -- Local Scene Representations for Tactile Imaging

    Jun 12, 2026Zohar Rimon, Elisei Shafer, Tal Tepper +4Intermediate Scene RepresentationsImage Reconstruction

  11. Encoder Winners Do Not Reliably Transfer Across VLA Backbone Scale: A Frozen-Backbone Grafting Diagnostic

    Jun 12, 2026Qingping Zeng, Fei SheLarge Vision Language ModelsVision-Language-Action Models

  12. Clay-CNN Hybrids: Leveraging Geospatial Foundation Models as Auxiliary Context for Landslide Detection

    Jun 12, 2026Huong Binh VuLandslidesGeospatial Foundation Models

  13. UR-BERT: Scaling Text Encoders for Massively Multilingual TTS Through Universal Romanization and Speech Token Prediction

    Jun 10, 2026Sangmin Lee, Eekgyun Ahn, Woongjib Choi +1Multilingual Automatic Speech RecognitionBert-Based Models

  14. NSVQ: Mitigating Codebook Collapse by Stabilizing Encoder Drift in Vector Quantization

    Jun 9, 2026Hao Lu, Yongxin Guo, Onur Koyun +3Calibration-Free Low-Bit Vector QuantizationCodebooks

  15. Overview of ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge

    Jun 9, 2026Xueping Zhang, Han Yin, Yang Xiao +4Audio Deepfake DetectionExplainable Deepfake Detection

  16. From Patches to Patients: A study of the tile-to-slide performance transferability in Digital Pathology

    Jun 9, 2026Sofiène Boutaj, Leo Fillioux, Maria Vakalopoulou +2Pathology Foundation ModelsWireless Foundation Models

  17. Unsupervised Style Representation Learning for AI-Text Detection via Paraphrase Inversion

    Jun 8, 2026Rafael Rivera Soto, Barry Chen, Nicholas AndrewsMachine-Generated Text DetectionAuthorship

  18. TRL-Bench: Standardizing Cross-Paradigm Representation-Level Evaluation of Tabular Encoders

    Jun 8, 2026Wei Pang, Xiangru Jian, Hehan Li +10Tabular LearningEncoding Models

  19. A systematic investigation of molecular encoding methods for drug property predictions across neural network and Transformer encoder-based model

    Jun 8, 2026Sheng-Ya Chen, Shan-Ju YehMolecular Property PredictionMechanistic Interpretability

  20. A multi-agent system for spine MRI report generation from multi-sequence imaging

    Jun 8, 2026Zhiping Xiao, Junwei Yang, Gongbo Sun +12Magnetic Resonance ImagingCervical Spine

  21. Interactions Between Crosscoder Features: A Compact Proofs Perspective

    Jun 8, 2026Dmitry Manning-Coe, Thomas Read, Anna Soligo +4Unsupervised Dictionary LearningEncoding Models

  22. DualGate-Net: A Prior-Gated Dual-Encoder Framework for Histopathology Cell Detection

    Jun 5, 2026Bahman Jafari Tabaghsar, Son Tran, K. Devaraja +1Computational PathologyLesion Segmentation

  23. Principles of Concept Representation in Sentence Encoders

    Jun 5, 2026Isabelle Mohr, John Dujany, Jonathan Souquet +1Encoding ModelsSemantic Representations

  24. Interpreting Brain Responses to Language with Sparse Features from Language Models

    Jun 5, 2026Michael A. Lepori, Kendrick Kay, Greta TuckuteSparse Autoencoder FeaturesEncoding Models

  25. USAD 2.0: Scaling Representation Distillation for Universal Audio Understanding

    Jun 4, 2026Heng-Jui Chang, Alexander H. Liu, Saurabhchand Bhati +4Large Audio Language ModelsAudio

  26. ProSarc: Prosody-Aware Sarcasm Recognition Framework via Temporal Prosodic Incongruity

    Jun 4, 2026Prathamjyot Singh, Ashima Sood, Sahil Sharma +1Prosodic FeaturesHumor

  27. LoomVideo: Unifying Multimodal Inputs into Video Generation and Editing

    Jun 4, 2026Jianzong Wu, Hao Lian, Jiongfan Yang +12Multi-Modal Large Language ModelsEncoders

  28. Inverting the Streaming-Diffusion Bottleneck: Video-Rate MLLM-Conditioned Edit Diffusion on a Consumer GPU

    Jun 4, 2026Yoshiyuki OotaniText-To-ImageProgressive Distillation

  29. A Novel Method with Encoder-Decoder for Cross-Sensor Adaptation in Surface Shape Sensing with Sparse Strain Sensors

    Jun 4, 2026Shuo Wang, Heng Luo, Dian Jin +1Cross-Sensor GeneralizationEncoder-Decoder Architectures

  30. Rethinking LoRA Memory Through the Lens of KV Cache Compression

    Jun 4, 2026Chunsheng Zuo, Liaoyaqi Wang, William Jurayj +2Key-Value Cache CompressionKey-Value Cache

  31. Towards Pretraining Text Encoders for TabPFN

    Jun 3, 2026Mustafa Tajjar, Alexander Pfefferle, Lennart Purucker +1Tabular Foundation ModelsTabular Prior-Data Fitted Network

  32. An Empirical Audit of Input Encoders for Multi-Channel Signal Transformers

    Jun 3, 2026Ossi LehtinenTransformer EncoderEncoders

  33. Ultra-Fast Neural Video Compression

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

  34. A Geometric View of Counterfactual Behavior: Interaction of Boundary Proximity and Local Support

    Jun 2, 2026Ioanna Gemou, Matteo Gamba, Randall Balestriero +1Counterfactual ReasoningBoundaries

  35. Building The Ph(ysical)AI Layer Of Machine Intelligence

    Jun 2, 2026Ulbert Jose Botero, Liam Smith, Brooks Olney +5Transfer LearningCross-Modal Learning

  36. Video-Mirai: Autoregressive Video Diffusion Models Need Foresight

    Jun 2, 2026Yonghao Yu, Lang Huang, Runyi Li +2Autoregressive Video DiffusionHigh-Fidelity Video Generation

  37. SEAOTTER: Sensor Embedded Autoencoding with One-Time Transcode for Efficient Reconstruction

    Jun 2, 2026Dan Jacobellis, Neeraja J. YadwadkarVideo CodingCodec

  38. Beyond Encoder Accumulation: Measuring Encoder Roles in Multi-Encoder VLMs

    Jun 2, 2026Wei Ding, Yudong Zhang, Ruobing Xie +3Encoding ModelsEncoders

  39. Text-to-Image Models Need Less from Text Encoders Than You Think

    Jun 2, 2026Nurit Spingarn, Noa Cohen, Tamar Rott Shaham +1Text-To-ImageText Generation

  40. Parameter-efficient Dual-encoder Architecture with Differentiable Choquet Integral Fusion for Underwater Acoustic Classification

    Jun 1, 2026Amirmohammad Mohammadi, Joshua Peeples, Alexandra Van DineUnderwater Image EnhancementMel-Frequency Cepstral Coefficient

  41. Exploiting Semantic and Pixel Representations for Ultra-Low Bitrate Image Compression

    Jun 1, 2026Hao Wei, Yanhui Zhou, Chenyang Ge +2Generative Image CompressionEncoder-Decoder Architectures

  42. Peacemaker at ATE-IT: Automatic term extraction from Italian text for waste management data using encoder model

    May 31, 2026Mahdi Bakhtiyarzadeh, Hadi Bayrami Asl Tekanlou, Jafar RazmaraItalian Case StudiesFeature Extraction

  43. VigilFormer: Deformable Attention for Video Anomaly Detection with Causal Risk Inference

    May 31, 2026Xinze ZhangVideo Anomaly UnderstandingAnomaly Detection

  44. Variation Spaces for Encoder--Decoder Neural Operators: Approximation and Generalization

    May 31, 2026Jia-Qi Yang, Lei ShiNeural OperatorsNeural-Network Approximation

  45. Chameleon: Style-Content Disentangled Framework for Cross-Domain Object Compositing

    May 31, 2026Sukhun Ko, Soo Ye Kim, Jihyong OhPhotorealistic Style TransferLarge Image Datasets

  46. AMN: An Adaptive Multi-Scale Fusion Network with Boundary and Uncertainty Modeling for Nuclei Segmentation

    May 31, 2026Spoorthi M, Suja PalaniswamyComputational PathologyFocal Loss

  47. Efficient Temporal Modeling for Mobile Sleep Staging via Lightweight Random Attention

    May 31, 2026Guisong Liu, Pengfei Wei, Jainsong Zhang +1SleepSpatial Attention

  48. Richer Representations for Neural Algorithmic Reasoning via Auxiliary Reconstruction

    May 30, 2026Jiafu Huang, Chao Peng, Chenyang Xu +7Implicit Neural RepresentationsRepresentation Learning

  49. The role of class encoding in neural collapse

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

  50. LLMs Need Encoders for Semantic IDs Too

    May 29, 2026Xiangyi Chen, Zelun Wang, Xinyi Li +3Multi-Modal Large Language ModelsEncoders

  51. The Regularizing Power of Language-Training Deepfake Detectors

    May 29, 2026Benedikt Hopf, Zongwei Wu, Radu TimofteExplainable Deepfake DetectionDeepfake Detection

  52. Vector Linking via Cross-Model Local Isometric Consistency

    May 29, 2026Ziying Chen, Yang Cao, He Sun +2Feature MatchingEncoders

  53. MergeTok: Unified Continuous and Discrete Visual Tokenization via Token Merging

    May 29, 2026Luyuan Zhang, Siyuan Li, Zedong Wang +7Visual TokensTokenization

  54. 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

  55. Simple Token-Efficient Vision-Language Model for Case-level Pathology Synoptic Report Generation

    May 29, 2026Zhiyuan Yang, Jiahao Cheng, Vincent Quoc-Huy Trinh +1Whole-Slide ImagesMedical Vision-Language Models

  56. Clustering Guided Domain-Specific Pretrained Foundation Model for Very High-Resolution Arctic Remote Sensing

    May 28, 2026Amal S. Perera, Chandi Witharana, Elias Manos +2Remote SensingHigh-Resolution

  57. Give it Space! Explicit Disentangling of Positional and Semantic Representations in Encoders

    May 28, 2026Pierre-Antoine Lequeu, Camille Barboule, Benjamin PiwowarskiPositional EncodingTransformer Encoder

  58. SLAD : Shared LoRA Adapters for Task Specific Distillation

    May 28, 2026Reda Bensaid, Yassir Bendou, Vincent Gripon +1Low-Rank Adaptation AdaptersLow-Rank Adaptation

  59. The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers

    May 27, 2026Yifan Lu, Qiyue Zhang, Shenrun Zhang +4Large Language Model RoutingExpert Routing

  60. FedQHD: Closed-Form Function-Space Federated Reinforcement Learning

    May 27, 2026Yuchen Hou, Yongshan Chen, Zhuowen Zou +4Federated Reinforcement LearningFederated Averaging