Browse State-of-the-Art › Zero-Shot Learning › Papers, page 9

Zero-Shot Learning

Papers archive 2025-07-28

archive papers tagged: 1,864 · with a code link: 787 · where Syntology ran a sample: 245 (204 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (245 of 1,864 tagged: 204 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument)

Page 9 of 19: papers 801 to 900 of 1,864, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Multi-Timescale Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning
  26 May 2025 0 repositories listed
• Distill CLIP (DCLIP): Enhancing Image-Text Retrieval via Cross-Modal Transformer Distillation
  25 May 2025 0 repositories listed
• Monocular Marker-free Patient-to-Image Intraoperative Registration for Cochlear Implant Surgery
  23 May 2025 0 repositories listed
• Zero-Shot Anomaly Detection in Battery Thermal Images Using Visual Question Answering with Prior Knowledge
  22 May 2025 0 repositories listed
• Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment
  20 May 2025 0 repositories listed
• SurgPose: Generalisable Surgical Instrument Pose Estimation using Zero-Shot Learning and Stereo Vision
  16 May 2025 0 repositories listed
• Feasibility with Language Models for Open-World Compositional Zero-Shot Learning
  16 May 2025 0 repositories listed
• Advanced Crash Causation Analysis for Freeway Safety: A Large Language Model Approach to Identifying Key Contributing Factors
  15 May 2025 0 repositories listed
• Human-like Cognitive Generalization for Large Models via Brain-in-the-loop Supervision
  14 May 2025 0 repositories listed
• Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models
  12 May 2025 0 repositories listed
• TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining
  12 May 2025 0 repositories listed
• Image Classification Using a Diffusion Model as a Pre-Training Model
  11 May 2025 0 repositories listed
• Implementing Long Text Style Transfer with LLMs through Dual-Layered Sentence and Paragraph Structure Extraction and Mapping
  11 May 2025 0 repositories listed
• The Pitfalls of Growing Group Complexity: LLMs and Social Choice-Based Aggregation for Group Recommendations
  8 May 2025 0 repositories listed
• Exploring Zero-Shot App Review Classification with ChatGPT: Challenges and Potential
  7 May 2025 0 repositories listed
• CXR-AD: Component X-ray Image Dataset for Industrial Anomaly Detection
  6 May 2025 0 repositories listed
• Fill the Gap: Quantifying and Reducing the Modality Gap in Image-Text Representation Learning
  6 May 2025 0 repositories listed
• Interpretable Zero-shot Learning with Infinite Class Concepts
  6 May 2025 0 repositories listed
• Helping Large Language Models Protect Themselves: An Enhanced Filtering and Summarization System
  2 May 2025 0 repositories listed
• Beyond Labels: Zero-Shot Diabetic Foot Ulcer Wound Segmentation with Self-attention Diffusion Models and the Potential for Text-Guided Customization
  24 Apr 2025 0 repositories listed
• Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL
  21 Apr 2025 0 repositories listed
• Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation
  20 Apr 2025 0 repositories listed
• RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability
  10 Apr 2025 0 repositories listed Syntology 5 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning
  9 Apr 2025 0 repositories listed
• Structured Extraction of Process Structure Properties Relationships in Materials Science
  4 Apr 2025 0 repositories listed
• Refining CLIP's Spatial Awareness: A Visual-Centric Perspective
  3 Apr 2025 0 repositories listed
• UniFault: A Fault Diagnosis Foundation Model from Bearing Data
  2 Apr 2025 0 repositories listed
• Transductive One-Shot Learning Meet Subspace Decomposition
  1 Apr 2025 0 repositories listed
• CIBR: Cross-modal Information Bottleneck Regularization for Robust CLIP Generalization
  31 Mar 2025 0 repositories listed
• ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model
  30 Mar 2025 0 repositories listed
• Large Language Models are Unreliable for Cyber Threat Intelligence
  29 Mar 2025 0 repositories listed
• Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning
  29 Mar 2025 0 repositories listed
• Extremely Simple Out-of-distribution Detection for Audio-visual Generalized Zero-shot Learning
  28 Mar 2025 0 repositories listed
• Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning
  25 Mar 2025 0 repositories listed
• fine-CLIP: Enhancing Zero-Shot Fine-Grained Surgical Action Recognition with Vision-Language Models
  25 Mar 2025 0 repositories listed
• Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection
  21 Mar 2025 0 repositories listed
• CAARMA: Class Augmentation with Adversarial Mixup Regularization
  20 Mar 2025 0 repositories listed
• Leveraging MoE-based Large Language Model for Zero-Shot Multi-Task Semantic Communication
  19 Mar 2025 0 repositories listed
• Semantic Segmentation of Transparent and Opaque Drinking Glasses with the Help of Zero-shot Learning
  19 Mar 2025 0 repositories listed
• Sparseformer: a Transferable Transformer with Multi-granularity Token Sparsification for Medical Time Series Classification
  19 Mar 2025 0 repositories listed
• An experimental approach on Few Shot Class Incremental Learning
  14 Mar 2025 0 repositories listed
• Systematic Classification of Studies Investigating Social Media Conversations about Long COVID Using a Novel Zero-Shot Transformer Framework
  14 Mar 2025 0 repositories listed
• ChatGPT Encounters Morphing Attack Detection: Zero-Shot MAD with Multi-Modal Large Language Models and General Vision Models
  13 Mar 2025 0 repositories listed
• Leveraging Vision-Language Embeddings for Zero-Shot Learning in Histopathology Images
  13 Mar 2025 0 repositories listed
• SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning
  13 Mar 2025 0 repositories listed Syntology 5 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• Have LLMs Made Active Learning Obsolete? Surveying the NLP Community
  12 Mar 2025 0 repositories listed
• Investigating the Effectiveness of a Socratic Chain-of-Thoughts Reasoning Method for Task Planning in Robotics, A Case Study
  11 Mar 2025 0 repositories listed
• A Zero-shot Learning Method Based on Large Language Models for Multi-modal Knowledge Graph Embedding
  10 Mar 2025 0 repositories listed
• Generative AI in Transportation Planning: A Survey
  10 Mar 2025 0 repositories listed
• MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification
  10 Mar 2025 0 repositories listed
• A Novel Distributed PV Power Forecasting Approach Based on Time-LLM
  8 Mar 2025 0 repositories listed
• Joint 3D Point Cloud Segmentation using Real-Sim Loop: From Panels to Trees and Branches
  7 Mar 2025 0 repositories listed
• A Zero-Shot Learning Approach for Ephemeral Gully Detection from Remote Sensing using Vision Language Models
  3 Mar 2025 0 repositories listed
• An Efficient and Uncertainty-aware Reinforcement Learning Framework for Quality Assurance in Extrusion Additive Manufacturing
  2 Mar 2025 0 repositories listed
• Unmasking Digital Falsehoods: A Comparative Analysis of LLM-Based Misinformation Detection Strategies
  2 Mar 2025 0 repositories listed
• Asynchronous Personalized Federated Learning through Global Memorization
  1 Mar 2025 0 repositories listed
• Analyzing CLIP's Performance Limitations in Multi-Object Scenarios: A Controlled High-Resolution Study
  27 Feb 2025 0 repositories listed
• SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning
  27 Feb 2025 0 repositories listed
• Visual Adaptive Prompting for Compositional Zero-Shot Learning
  27 Feb 2025 0 repositories listed
• A Survey on Foundation-Model-Based Industrial Defect Detection
  26 Feb 2025 0 repositories listed
• Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs
  25 Feb 2025 0 repositories listed
• Progressive Local Alignment for Medical Multimodal Pre-training
  25 Feb 2025 0 repositories listed
• UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting
  25 Feb 2025 0 repositories listed
• Entity Framing and Role Portrayal in the News
  20 Feb 2025 0 repositories listed
• Using tournaments to calculate AUROC for zero-shot classification with LLMs
  20 Feb 2025 0 repositories listed
• Enhancing Chest X-ray Classification through Knowledge Injection in Cross-Modality Learning
  19 Feb 2025 0 repositories listed
• A Survey of Text Classification Under Class Distribution Shift
  18 Feb 2025 0 repositories listed
• Gesture-Aware Zero-Shot Speech Recognition for Patients with Language Disorders
  18 Feb 2025 0 repositories listed
• Text Classification in the LLM Era - Where do we stand?
  17 Feb 2025 0 repositories listed
• Optimizing GPT for Video Understanding: Zero-Shot Performance and Prompt Engineering
  13 Feb 2025 0 repositories listed
• From Haystack to Needle: Label Space Reduction for Zero-shot Classification
  12 Feb 2025 0 repositories listed
• Captured by Captions: On Memorization and its Mitigation in CLIP Models
  11 Feb 2025 0 repositories listed
• DCFormer: Efficient 3D Vision-Language Modeling with Decomposed Convolutions
  7 Feb 2025 0 repositories listed
• Irony Detection, Reasoning and Understanding in Zero-shot Learning
  28 Jan 2025 0 repositories listed
• GraphSOS: Graph Sampling and Order Selection to Help LLMs Understand Graphs Better
  24 Jan 2025 0 repositories listed
• Learning Primitive Relations for Compositional Zero-Shot Learning
  24 Jan 2025 0 repositories listed
• Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs
  23 Jan 2025 0 repositories listed
• Dual-Modal Prototype Joint Learning for Compositional Zero-Shot Learning
  23 Jan 2025 0 repositories listed Syntology 4 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• Separated Inter/Intra-Modal Fusion Prompts for Compositional Zero-Shot Learning
  22 Jan 2025 0 repositories listed
• Exploring Transferable Homogeneous Groups for Compositional Zero-Shot Learning
  18 Jan 2025 0 repositories listed
• Double Visual Defense: Adversarial Pre-training and Instruction Tuning for Improving Vision-Language Model Robustness
  16 Jan 2025 0 repositories listed
• Text-guided Synthetic Geometric Augmentation for Zero-shot 3D Understanding
  16 Jan 2025 0 repositories listed
• FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing
  14 Jan 2025 0 repositories listed
• Duplex: Dual Prototype Learning for Compositional Zero-Shot Learning
  13 Jan 2025 0 repositories listed
• Generate, Transduct, Adapt: Iterative Transduction with VLMs
  10 Jan 2025 0 repositories listed
• Towards a scalable AI-driven framework for data-independent Cyber Threat Intelligence Information Extraction
  8 Jan 2025 0 repositories listed
• Bridged Semantic Alignment for Zero-shot 3D Medical Image Diagnosis
  7 Jan 2025 0 repositories listed
• Advanced Machine Learning Techniques for Social Support Detection on Social Media
  6 Jan 2025 0 repositories listed
• Gaussian Masked Autoencoders
  6 Jan 2025 0 repositories listed
• LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries
  3 Jan 2025 0 repositories listed
• Beyond Image Classification: A Video Benchmark and Dual-Branch Hybrid Discrimination Framework for Compositional Zero-Shot Learning
  1 Jan 2025 0 repositories listed
• Cross-Modal 3D Representation with Multi-View Images and Point Clouds
  1 Jan 2025 0 repositories listed
• Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation
  1 Jan 2025 0 repositories listed
• LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning
  1 Jan 2025 0 repositories listed
• Open-World Objectness Modeling Unifies Novel Object Detection
  1 Jan 2025 0 repositories listed
• LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models
  31 Dec 2024 0 repositories listed
• TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting
  30 Dec 2024 0 repositories listed
• Improved Feature Generating Framework for Transductive Zero-shot Learning
  24 Dec 2024 0 repositories listed
• Discriminative Image Generation with Diffusion Models for Zero-Shot Learning
  23 Dec 2024 0 repositories listed
• Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio
  23 Dec 2024 0 repositories listed

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.