Zero-Shot Inference

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Period ending 2026-09-21

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63 papers

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  1. Understanding Hyperspherical Geometry of ECAPA-TDNN Embedding and Its Impact on Zero-Shot Voice Conversion

    Sep 21, 2026Mathilde Abrassart, Nicolas Obin, Axel RoebelHyperbolic SpaceZero-Shot Inference

  2. From Model Patterns to Abstract Semantics in Compositional Zero-Shot Learning

    Sep 14, 2026Weize Li, Zhicheng Zhao, Fei SuZero-Shot InferenceComposed Image Retrieval

  3. UniPart: Towards Zero-shot Language-Grounded 3D Part Segmentation for Embodied Interaction

    Sep 14, 2026Xinqiang Yu, Zekun qi, Jiawei He +63D Semantic SegmentationZero-Shot Inference

  4. An Efficient and Modular Framework for Targeted Harm Mitigation in LLMS

    Sep 12, 2026Roberto Campbell, Momin Abbass, Muneeza Azmat +5Large Language Model AlignmentLarge Language Model Safety

  5. A statistical approach to bias in zero-shot learning: the lens of handwriting recognition

    Sep 9, 2026Clarence Chew, Gim Siang Chia, Sukalpa Chanda +2Zero-Shot InferenceHandwritten Text Recognition

  6. OmniPoint: Universal Monocular Metric Pointcloud from Any Camera

    Sep 8, 2026Botao Ye, Marc Pollefeys, Ming-Hsuan Yang +1Camera IntrinsicsOmnix

  7. DPA: Decoupling Product-Agnostic Anomaly Representations for Zero-shot Anomaly Generation

    Sep 2, 2026Hang Yao, Yansheng Fu, Ming Liu +4Zero-Shot Anomaly DetectionAnomalous Frame Detection

  8. Watching Synthetic Videos: Aligning Cross-modal Representations with Visual Synthesis for Zero-shot Video Captioning

    Aug 11, 2026Liangyu Fu, Junbo Wang, Yuke Li +3Text-To-Video ModelsVideo Captioning

  9. Zero-shot 2D Grounding with Novel Affordance Types

    Aug 9, 2026Haomeng Zhang, Raymond A. YehAffordancesVision-Language Model Grounding

  10. XEWorld: Can Action-Conditioned World Models Generalize to Unseen Robot Embodiments?

    Aug 6, 2026Yixiang Chen, Jiabing Yang, Yuan Xu +10Cross-Embodiment TransferEmbodiment

  11. MuRA: Multi-Rank Adaptation for Efficient and Effective Test-Time Vision-Language Generalization

    Aug 4, 2026Gengyuan Liu, Nanzhou Wang, Chang Liu +5Vision-Language Model AdaptationLow-Rank Adaptation

  12. AgenticVAU: Multi-Agent Explore-Verify Reasoning for Video Anomaly Understanding

    Aug 4, 2026Yuxiang Duan, Huining Li, Ao Li +6Video Anomaly UnderstandingFine-Grained Video Understanding

  13. SeCo-SBIR: Semantically Consistent Prompt Learning for Zero-Shot Sketch-Based Image Retrieval

    Aug 4, 2026Long Hoang Dang, Tuan Nguyen Huu, Nguyen Minh Hieu +1Composed Image RetrievalZero-Shot Inference

  14. Local Margin Restoration for Test-Time Adaptation of Vision-Language Models

    Aug 3, 2026Yan Huang, Guowei Wang, Xu Wang +2Vision-Language Model AdaptationZero-Shot Inference

  15. Entity-Faithful Repair of Synthetic Supervision for Zero-Shot Image Captioning

    Aug 2, 2026Zhiyue Liu, Wenkai Zhou, Jian Qin +1Video-Text AlignmentSynthetic Image Detection

  16. Can Zero-Shot LLMs Predict Child Malnutrition? A Fairness and Temporal Robustness Study

    Jul 31, 2026Muhammad Ashad Kabir, Md Ahshanul HaqueZero-Shot InferenceClinical Prediction

  17. Improving Zero-Shot Phonetic Classification through Language-Agnostic Articulatory Features

    Jul 26, 2026Ryo Magoshi, Jaeyoung Lee, Shinsuke Sakai +1ArticulatoryZero-Shot Inference

  18. CDIS: Cross-Dimensional Class-Agnostic 3D Instance Segmentation via 2D Mask Tracking and 3D-2D Projection Merging

    Jul 20, 2026Juno Kim, Hye-Jung Yoon, Yesol Park +13D Semantic SegmentationZero-Shot Inference

  19. HRO: Hierarchical Room-to-Object Framework for Zero-Shot Object Goal Navigation with Large Language Models

    Jul 12, 2026Luyuan Jia, Yinfeng YuVision-Language NavigationZero-Shot Inference

  20. Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing

    Jul 10, 2026Mohammad Dabaja, Turgay CelikFew-Shot SegmentationSegment Anything Model

  21. Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE

    Jul 8, 2026Haozhan Tang, Zerui Wang, Yuxian Gu +2Efficient Long-Context InferenceZero-Shot Inference

  22. Progressive Reasoning with Primitive Correction for Compositional Zero-Shot Learning

    Jul 7, 2026Ziyi Chen, Haoyan Shi, Sunhan Xu +1Zero-Shot InferenceCompositionality

  23. CV-DCLR: Causal-Visual Dynamic Label Refinement for Robust Zero-Shot Learning

    Jul 1, 2026Can Wang, Jiangnan Li, Mingyu Li +4Visual SemanticsZero-Shot Inference

  24. DART: Difficulty-Adaptive Routing for Zero-Shot Video Temporal Grounding

    Jul 1, 2026Zhengbo Zhang, Mark He Huang, Zhigang Tu +1Video Temporal GroundingTemporal Grounding

  25. Learning to Compose: Revisiting Proxy Task Design for Zero-Shot Composed Image Retrieval

    Jul 1, 2026Jingjing Zhang, Lei Zhang, Zheren Fu +1Composed Image RetrievalLarge-Scale Image Generation

  26. ZEBRA: Zero-Shot Entropy-Regularized Prompt Learning for Base-to-Novel Generalization in Audio-Language Models

    Jun 30, 2026Asif Hanif, Mohammad YaqubLarge Audio Language ModelsZero-Shot Inference

  27. The Label Imitation Game: Turing Test Network for Zero-Shot Pseudo-Label Pruning

    Jun 29, 2026Brent A. Griffin, Jason J. CorsoZero-Shot InferenceModel Pretraining

  28. VoiceTTA: Enhancing Zero-Shot Text-to-Speech via Reinforcement Learning-Based Test-Time Adaptation

    Jun 25, 2026Tianxin Xie, Chenxing Li, Dong Yu +1Zero-Shot Text-To-SpeechZero-Shot Inference

  29. Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval

    Jun 23, 2026Sachin Yadav, Deepak Saini, Anirudh Buvanesh +6Zero-Shot InferenceEncoders

  30. Lite Any Stereo V2: Faster and Stronger Efficient Zero-Shot Stereo Matching

    Jun 23, 2026Junpeng Jing, Ronglai Zuo, Zhelun Shen +5Stereo MatchingStereo Vision

  31. Robust Zero-Shot Generalization for Open-Vocabulary Action Recognition via Task Arithmetic

    Jun 17, 2026Francesca Morandi, Omayma Moussadek, Federico Venturini +5Open-Vocabulary Action RecognitionZero-Shot Inference

  32. Beyond Templates: Revisiting Zero-Shot Remote Sensing through Meta-Prompting

    Jun 15, 2026Eirini Baltzi, Dionysis Christopoulos, Sotiris Spanos +2Remote SensingZero-Shot Inference

  33. Zero-shot generalization of transformer neural operators to larger domains

    Jun 12, 2026Armand de Villeroché, Sibo Cheng, Vincent Le Guen +5Neural OperatorsTransformer Architectures

  34. Zero-Shot Captioning for Cultural Heritage: Automated Image Analysis of Traditional Indonesian Clothing

    Jun 11, 2026Anugrah Aidin Yotolembah, Novanto Yudistira, Gembong Edhi SetyawanFew-Shot Contrastive Language-Image Pre-Training AdaptationZero-Shot Inference

  35. DepthMaster: Unified Monocular Depth Estimation for Perspective and Panoramic Images

    Jun 10, 2026Pengfei Wang, Shihao Wang, Liyi Chen +3Monocular Depth EstimationDepth Estimation

  36. Bridging the Morphology Gap: Adapting VLA Models to Dexterous Manipulation via Intent-Conditioned Fine-Tuning

    Jun 10, 2026Chuanke Pang, Junyi Huang, Zhijun Zhao +3Generalizable Robotic ManipulationsVision-Language-Action Models

  37. On Aligning Hierarchical Standardized Embedding for Audio-visual Generalized Zero-shot Learning

    Jun 10, 2026Zihan Zhang, Jie Hong, Siyuan Fan +2Audio LatentZero-Shot Inference

  38. Closing the Modality Gap in Zero-Shot HAR: Contrastive Training and Separability-Optimized Prototypes on IMU Data

    Jun 9, 2026Anik GhoshHuman Activity RecognitionZero-Shot Inference

  39. Drawing with Strangers: Population Scaling Drives Zero-Shot Mutual Intelligibility in Emergent Sketching

    Jun 9, 2026Jooyeon KimZero-Shot InferenceSketches

  40. Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline

    Jun 6, 2026Zekai Zhang, Qinghui Chen, Maomao Xiong +6Zero-Shot InferenceLarge Vision Language Models

  41. Pixel-TTS: Image based Text Rendering for Robust Text-to-Speech

    Jun 5, 2026Adarsh Arigala, Arjun Gangwar, S Umesh +1Zero-Shot Text-To-SpeechF5-Tts

  42. SMADE-IE: Sparse Multi-Agent Framework with Evidence-Driven Debate for Zero-Shot Information Extraction

    Jun 3, 2026Kenfeng Huang, Yi Cai, Xin Wu +2Zero-Shot InferenceMulti-Agent Systems

  43. Density-Aware Translation of Spurious Correlations in Zero-Shot VLMs

    Jun 1, 2026Afsaneh Hasanebrahimi, Hanxun Huang, Christopher Leckie +1Zero-Shot InferenceModality Gap

  44. Feature to Dynamics: Feature-space to Autoregression strategy for Zero-shot Time Series Forecasting

    May 31, 2026Yifan Wu, Junjie Wu, Kai Wu +2Zero-Shot ForecastingZero-Shot Inference

  45. Graph Transfer Learning via Shared Latent Geometry: Theory and Applications

    May 30, 2026Tong Wu, Andrew Campbell, Anna ScaglioneLatent Cluster GeometryPhysics-Informed Machine Learning

  46. AnomalyAgent: Training-Free Agentic Models for Zero-/Few-Shot Anomaly Detection

    May 28, 2026Yi Zhang, Jiawen Zhu, Lele Fu +1Zero-Shot Anomaly DetectionAnomalous Frame Detection

  47. EntroAD: Structural Entropy-Guided Prompt Adaptation for Zero-Shot Anomaly Detection

    May 27, 2026Xinyu Zhao, Qingyun Sun, Jiayi Luo +1Zero-Shot Anomaly DetectionAnomalous Frame Detection

  48. Improving 3D Labeling in Self-Driving by Inferring Vehicle Information using Vision Language Models

    May 20, 2026Steven Chen, Shivesh Khaitan, Nemanja DjuricZero-Shot InferenceAutonomous Driving

  49. Lighting-aware Unified Model for Instance Segmentation

    May 19, 2026Qisai Liu, Alloy Das, Zhanhong Jiang +4IlluminationSegment Anything Model

  50. Reinforcing VLAs in Task-Agnostic World Models

    May 12, 2026Yucen Wang, Rui Yu, Fengming Zhang +5Vision-Language-Action ModelsZero-Shot Inference

  51. OZ-TAL: Online Zero-Shot Temporal Action Localization

    May 11, 2026Chaolei Han, Hongsong Wang, Xin Gong +1Temporal Action LocalizationZero-Shot Inference

  52. G-Zero: Self-Play for Open-Ended Generation from Zero Data

    May 11, 2026Chengsong Huang, Haolin Liu, Tong Zheng +7Self-PlayRecursive Self-Improvement

  53. Zero-Shot Chinese Character Recognition via Global-Local Dual-Branch Alignment and Hierarchical Inference

    May 9, 2026Wei Cao, Hao Xu, Xiaolei DiaoZero-Shot InferenceFine-Grained Perception

  54. LAGO: Language-Guided Adaptive Object-Region Focus for Zero-Shot Visual-Text Alignment

    May 4, 2026Junyi Hu, Qiji Zhou, Lei Zhang +1Video-Text AlignmentZero-Shot Inference

  55. Intrinsic Gradient Suppression for Label-Noise Prompt Tuning in Vision-Language Models

    May 1, 2026Jiayu Li, Jiaxin Qi, Sheng Zhou +2Prompt TuningZero-Shot Inference

  56. PrismAgent: Illuminating Harm in Memes via a Zero-Shot Interpretable Multi-Agent Framework

    May 1, 2026Zihan Ding, Ziyuan Yang, Yi ZhangMemesHate Speech

  57. BatteryPass-12K: The First Dataset for the Novel Digital Battery Passport Conformance Task

    Apr 28, 2026Tosin Adewumi, Martin Karlsson, Lama Alkhaled +1Benchmark DatasetsLithium-Ion Batteries

  58. Dynamic Visual-semantic Alignment for Zero-shot Learning with Ambiguous Labels

    Apr 20, 2026Jiangnan Li, Linqing Huang, Xiaowen Yan +3Zero-Shot InferencePseudo-Labeling

  59. Motion-Guided Semantic Alignment with Negative Prompts for Zero-Shot Video Action Recognition

    Apr 18, 2026Yiming Wang, Frederick W. B. Li, Jingyun WangOpen-Vocabulary Action RecognitionZero-Shot Inference

  60. EVIL: Evolving Interpretable Algorithms for Zero-Shot Inference on Event Sequences and Time Series with LLMs

    Apr 17, 2026David BerghausInference EngineZero-Shot Inference