Sign Language Translation

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Period ending 2026-09-14

7 new papers

A weekly snapshot of new work published in Sign Language Translation.

Period ending 2026-09-07

3 new papers

A weekly snapshot of new work published in Sign Language Translation.

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196 papers

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  1. Investigating Temporal Motion Features for Pose-to-Text Indian Sign Language Translation

    Sep 14, 2026Manav Dhamecha, Praveen Kumar Chandaliya, Pruthwik MishraSign Language TranslationText-To-Motion Generation

  2. Learning Sign Language Recognition under Label Noise: A Study of Noise-Robust Losses for Isolated and Continuous Settings

    Sep 14, 2026Akihisa Shitara, Yoichi OchiaiSign Language TranslationRecognition

  3. terms.txt: A Consent and Compensation Protocol for Agentic Web Access

    Sep 12, 2026Rajarshi ChowdhuryWeb AgentsAgentic Crawlers

  4. SignRefine: Adapting Foundational Video Models for Sign Language Generation

    Sep 8, 2026Anton Pelykh, Edward Fish, Ozge Mercanoglu Sincan +1Sign Language TranslationOnline Signature Verification

  5. Feyospace-v1: How the Cyber Mercury Seven Trained Frontier Cyber Models

    Sep 8, 2026Zongjie Li, Alan Z. W, John Nicolas J +4CybersecurityFootsiesgym

  6. Online Signature Verification Using Augmented Path Signature and T-Mamba

    Sep 8, 2026Ruiling Li, Danyu YangOnline Signature VerificationDistributional Signatures

  7. Heat Field Signatures: From Point Clouds to Smooth Geometry

    Sep 7, 2026Yuanqing Wang, Yapeng Tian, Baris CoskunuzerPoint CloudsMultiscale

  8. Rethinking Sign Language Translation: The Impact of Signer Dependence on Model Evaluation

    Sep 7, 2026Keren Artiaga, Sabyasachi Kamila, Haithem Afli +2Sign Language TranslationOnline Signature Verification

  9. Beyond the Matrix Sign: Quadratic Spectral Descent

    Sep 7, 2026Qiaozhe Zhang, Jun Sun, Yingzhuang LiuSpectral DescentMuon

  10. A Reverse Sign Language Dictionary: Open-Vocabulary Sign Recognition from Continuous Signing via Video Captioning and Description Retrieval

    Sep 3, 2026Santiago Poveda-Gutiérrez, Hideki Nakayama, Mayumi BonoSign Language TranslationOpen-Vocabulary

  11. Beyond BLEU: A Case for Redefining Sign Language Translation Benchmarks

    Sep 3, 2026Oline Ranum, Edward Fish, Simon Hadfield +1Sign Language TranslationMultilingual

  12. SignSeek: Learning Transferable Representations for Sign Dictionary Retrieval

    Sep 3, 2026Sobhan Asasi, Ozge Mercanoglu Sincan, Richard BowdenSign Language TranslationContrastive Alignment

  13. SignMatch: Matching Dictionary Signs to Continuous Sign Language Video

    Sep 1, 2026Ryan Wong, Youngjoon Jang, Liliane Momeni +2Sign Language TranslationSign

  14. Context Staircase: Signature-Aligned Dynamics of Token Embeddings under Small Initialization

    Aug 31, 2026Junjie Yao, Liangkai Hang, Zhi-Qin John XuNeural TokensDistributional Signatures

  15. SignRR: Retrieve and Refine Real Motion for Sign Language Production

    Aug 28, 2026Fidel Omar Tito Cruz, Angie Sanchez Marquina, Summy Farfan +1Sign Language TranslationObject Articulation

  16. SMART: MLLM-guided Temporal Alignment for Unifying Sign Language Recognition and Spotting

    Aug 26, 2026Eunjee Choi, JungHoon Sung, Seongwhan Cho +2Sign Language TranslationRecognition

  17. Sign Language Video Synthesis via Loss-Guided Multi-Expert GANs

    Aug 13, 2026Dingzhan Nong, Zhihao Ren, Ziqi Li +1Sign Language TranslationGenerative Adversarial Network

  18. The SLT 2026 SmartGlasses Challenge: Benchmarking Egocentric Multi-Talker Speech Recognition and Understanding with Audio-Language Models

    Aug 12, 2026Dehui Gao, Zhixian Zhao, Zhennan Lin +14Sign Language TranslationWearable Devices

  19. Beyond Local Power: Functional Connectivity Analysis for Subject-Independent Learning Style Recognition

    Aug 12, 2026Wiga Maulana Baihaqi, Indriana Hidayah, Sri Kusrohmaniah +1ElectroencephalogramFunctional Networks

  20. ODE-Based Transformer Decoders for Iterative Sign Language Translation

    Aug 11, 2026Tuğçe Kızıltepe, Hacer Yalim KelesSign Language TranslationTransformer Encoder

  21. Gloss-Free Representation Learning for Cross-Dataset Sign Spotting

    Aug 11, 2026Oğuz Akif Tüfekcioğlu, Ezgi Ekin, Mustafa Kaan Çevik +1Sign Language TranslationCross-Lingual Transfer

  22. Most biomedical publications show signs of LLM-assisted writing

    Aug 11, 2026Lena Holzwarth, Rita González-Márquez, Dmitry KobakAi-Assisted WritingBiomedical

  23. A HamNoSys-Guided Dataset and Baselines for Fine-Grained Isolated Handshape Recognition in Sign Language

    Aug 11, 2026Ushnish Sarkar, Suvajit Patra, Bhaswar Chattopadhyay +2Sign Language TranslationHandwriting

  24. Sign Language Recognition Using Original and Synthetic Depth Image Based Point Cloud Data Models

    Aug 10, 2026Rustem Ozakar, Eyup GedikliSign Language TranslationPoint Clouds

  25. A Probabilistic Circuit-Induced Pseudo-Metric for Out-of-Distribution Detection

    Aug 10, 2026Bhumika K, Vidhya S, Narayanan C KrishnanOut-Of-Distribution Detection PerformanceDistributional Signatures

  26. Bridging the Gap Between Semantics and Reconstruction:Unifying Sign Language Translation and Production

    Aug 10, 2026Xiao Liu, Shiwei Gan, Yafeng Yin +5Sign Language TranslationSpeech Language Models

  27. SignLlama: Enhancing Gloss-free Sign Language Translation by Prioritizing Visual Features for LLMs

    Aug 10, 2026Shiwei Gan, Xiao Liu, Yafeng Yin +5Sign Language TranslationPre-Trained Vision-Language Models

  28. Distilling Vision-Language Models for Robust Traffic Sign Perception in Autonomous Vehicles

    Aug 9, 2026Pedram MohajerAnsari, Amir Salarpour, Mert D. PeséTraffic Sign RecognitionRecent Vision-Language Models

  29. The No-Meaning Falsity: The Structural Impossibility of the Arbitrary Sign in Classical Arabic

    Aug 7, 2026Elnaserledinellah Mahmoud AbdelwahabArabicAxiom

  30. Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model

    Aug 6, 2026Saad Ahmed, Md Khalid SyfullahSign Language TranslationBangla

  31. MGSB: Manifold Gated Signature Branch Pressure-Domain Baseline Architecture for Two-Phase Pipeline Flows Under Distributional Shift

    Aug 5, 2026Issah Suleiman, Sormeh Serpoosh, Nadine Elkholy +3Out-Of-Distribution Detection PerformanceLeakage

  32. Sensitivity, Causality, and Repair Dissociate: A Layer-Wise Analysis of Perturbation Robustness and Its Scaling

    Aug 4, 2026Nathan Labiosa, David Buff, Ena Nayak +1Causal AttentionChain-Of-Thought

  33. A Low-Cost Hybrid Reservoir Computing Model for Isolated Sign Language Video Recognition

    Aug 4, 2026Nitin Kumar Singh, Arie Rachmad Syulistyo, Yuichiro Tanaka +1Sign Language TranslationRecognition

  34. Temporal Leakage in LLM Backtesting: Measurement, Validation, and Adjusted Scores

    Aug 4, 2026Zeyu Zhang, Bradly C. StadieMemorizationGround Truth

  35. TransSLR: A Lightweight Transformer for Sign Language Recognition

    Aug 3, 2026Lucia Yen Wanchi, Samuel Johnny, Victor Tolulope Olufemi +2Sign Language TranslationRecognition

  36. ChaosProbe: A Neurochaotic Lens on Frozen Transformer Input-Embedding Spaces

    Aug 3, 2026Kunal Kumar Pant, Nithin NagarajDistributional SignaturesNeural Representations

  37. Using Non-Lipschitz Signum-based Functions for Distributed Optimization and Machine Learning: Trade-off Between Con-vergence Rate and Optimality Gap

    Aug 2, 2026Mohammadreza Doostmohammadian, Amir Ahmad Ghods, Alireza Aghasi +2Lipschitz ConstantOptimization Convergence Analysis

  38. Attention-Steered Vision-Language Models for Sign Language Translation

    Jul 31, 2026Meibo Hu, Guohao Sun, Annemarie D. Ross +2Sign Language TranslationRecent Vision-Language Models

  39. Sign compression for Muon: SignMuon, MuonSign, and the Limits of Error Feedback

    Jul 31, 2026Maria Smirnova, Alexey KravatskiyMuonSign

  40. Assessing the Generalization of Graph Neural Networks for Fault Location Across Increasing Distributed Energy Resource Penetration Levels

    Jul 31, 2026Burak Karabulut, Olayiwola Arowolo, Carlo Manna +2Temporal Graph Neural NetworksGraph Neural Networks

  41. Sign Language Question Answering: A New Task, Benchmark, and Baseline for Sign Language Understanding

    Jul 30, 2026Shiwei Gan, Lichen Wang, Xiao Liu +4Sign Language TranslationTemporal Learnability

  42. Hallucinations Leave a Grounding Signature:Verifier-Guided Decoding for Selective Object Correction

    Jul 30, 2026Lei Yang, Xinze Liu, Dayan Wu +7Visual EvidenceObjects

  43. DualAnchor: Preserving Language Priors and Improving Lexical Fidelity in Gloss-Free Sign Language Translation

    Jul 30, 2026Hongbin Zhang, Junhao Liu, Xuefeng Bai +3Sign Language TranslationVision-Language Alignment

  44. Localized Adaptation Reveals Distinct Learning Signatures in Transformers

    Jul 28, 2026Rebecca Ramnauth, Brian ScassellatiDistributional SignaturesCausal Structure and Reasoning

  45. Rendering on Real Silicon: GPU Render-Timing as a Passive, AI-Resistant CAPTCHA Signal

    Jul 25, 2026David Noever, Forrest McKeeCaptcha-Capable Native Graphical User Interface AgentRendering

  46. Singular value soft-thresholding via the polar decomposition

    Jul 24, 2026Stephen BeckerSingular Value DecompositionMulti-Gpu Systems

  47. ISPCloak: Weaponizing ISP for Optimization-Free Physical Camouflage against Deepfake Detectors

    Jul 24, 2026Jiale Zhao, Jiajun Wan, Lei Tang +3Deepfake DetectionBlack-Box Adversarial Attacks

  48. FORGE-plus: Force-Budgeted Recovery for Contact-Rich Assembly with a Frozen LLM Supervisor

    Jul 23, 2026Kyupaeck Jeff Rah, Midum OhGoal-Conditioned Reinforcement LearningContact-Rich Manipulation

  49. Position Bias is Hidden Behind Ceiling Effects: A Permutation Diagnostic for LLM Benchmarks

    Jul 23, 2026Hiroki TambaLarge Language Model EvaluationBias Detection and Mitigation

  50. Algebraic Signatures for Structural Learning in Probability Tensors

    Jul 21, 2026Akihiro Maeda, Shohei Hidaka, Satoshi AokiDistributional SignaturesSignatures

  51. Topological Signatures of Context-Level Reliability in TabPFN

    Jul 20, 2026James Hu, Mahdi GhelichiPersistent HomologyTabular Prior-Data Fitted Network

  52. From Sign Language Generation to Humanoid Execution: Vision-Language Guided Retargeting with Collision Mitigation

    Jul 20, 2026Nabeela Khan, Bowen Wu, Runwu Shi +5Sign Language TranslationMotion Retargeting

  53. SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings

    Jul 16, 2026Shuai Wang, Zihan Qian, Ke Zhang +9Target Speaker ExtractionSpeaker Identity

  54. Physics-Informed Diffusion for Biomechanically Plausible 3D Sign Language Generation

    Jul 16, 2026Emanuele Colonna, Moises Diaz, Gennaro Vessio +2Sign Language Translation3D Latent Diffusion Model

  55. Text2Sign: A Single-GPU Diffusion Baseline for Text-to-Sign Language Video Generation

    Jul 14, 2026Ruize XiaSign Language TranslationOnline Signature Verification

  56. Rough Path Signature-Guided Geometry Augmentation for Few-Shot Industrial Surface Defect Detection

    Jul 14, 2026Jiaqi KuangDefect DetectionFew-Shot Segmentation

  57. The In-Car Sign Language Corpus (ICSL): A Multi-Modal Resource for Constrained-Space Sign Language Recognition

    Jul 13, 2026Raviteja Boddu, Guilherme Vieira Leite, Joed Lopes da Silva +9Sign Language TranslationMultimodal Dataset

  58. Q-BridgeNet: A Quantization Network for Cross-Lingual Sign Language Translation

    Jul 13, 2026Liqian Feng, Lintao Wang, Xiaochen Liu +5Sign Language TranslationCross-Lingual Transfer

  59. Do Transformer Temporal Heads and Post-Pooling Motion Gates Help CorrNet-based CSLR? An Empirical Study

    Jul 10, 2026Lisi Wang, Zhidong Xiao, Jianjun PengCnn-LstmTransformer Encoder

  60. Toward Real-Time Sentence-Level Sign Language Translation

    Jul 10, 2026Thanh-Hoang Nguyen DoanSign Language TranslationTranslation