Browse State-of-the-Art › Zero-Shot Learning › Papers, page 10

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 10 of 19: papers 901 to 1,000 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.

• Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees
  21 Dec 2024 0 repositories listed Syntology 0 ran · 3 unverified (of 3 harvested samples)
• Adaptive Pruning for Large Language Models with Structural Importance Awareness
  19 Dec 2024 0 repositories listed
• Counterexample Guided Program Repair Using Zero-Shot Learning and MaxSAT-based Fault Localization
  19 Dec 2024 0 repositories listed
• Real Classification by Description: Extending CLIP's Limits of Part Attributes Recognition
  18 Dec 2024 0 repositories listed
• Zero-Shot Image Moderation in Google Ads with LLM-Assisted Textual Descriptions and Cross-modal Co-embeddings
  18 Dec 2024 0 repositories listed
• A Simple and Efficient Baseline for Zero-Shot Generative Classification
  17 Dec 2024 0 repositories listed
• CRoF: CLIP-based Robust Few-shot Learning on Noisy Labels
  17 Dec 2024 0 repositories listed
• Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning
  16 Dec 2024 0 repositories listed
• Discrepancy-Aware Attention Network for Enhanced Audio-Visual Zero-Shot Learning
  16 Dec 2024 0 repositories listed
• An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques
  12 Dec 2024 0 repositories listed
• Assessing Personalized AI Mentoring with Large Language Models in the Computing Field
  11 Dec 2024 0 repositories listed
• Zero-Shot Mono-to-Binaural Speech Synthesis
  11 Dec 2024 0 repositories listed
• Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training
  10 Dec 2024 0 repositories listed
• Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning
  10 Dec 2024 0 repositories listed
• Privacy-Preserving Customer Support: A Framework for Secure and Scalable Interactions
  10 Dec 2024 0 repositories listed
• Retaining and Enhancing Pre-trained Knowledge in Vision-Language Models with Prompt Ensembling
  10 Dec 2024 0 repositories listed
• DenseVLM: A Retrieval and Decoupled Alignment Framework for Open-Vocabulary Dense Prediction
  9 Dec 2024 0 repositories listed
• S³: Synonymous Semantic Space for Improving Zero-Shot Generalization of Vision-Language Models
  6 Dec 2024 0 repositories listed
• Enhancing Robustness of CLIP to Common Corruptions through Bimodal Test-Time Adaptation
  3 Dec 2024 0 repositories listed
• Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks
  3 Dec 2024 0 repositories listed
• Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training
  3 Dec 2024 0 repositories listed
• The use of large language models to enhance cancer clinical trial educational materials
  2 Dec 2024 0 repositories listed
• Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic Survey
  30 Nov 2024 0 repositories listed
• Proto Successor Measure: Representing the Space of All Possible Solutions of Reinforcement Learning
  29 Nov 2024 0 repositories listed
• Active Data Curation Effectively Distills Large-Scale Multimodal Models
  27 Nov 2024 0 repositories listed
• FLEX-CLIP: Feature-Level GEneration Network Enhanced CLIP for X-shot Cross-modal Retrieval
  26 Nov 2024 0 repositories listed
• ChatBCI: A P300 Speller BCI Leveraging Large Language Models for Improved Sentence Composition in Realistic Scenarios
  23 Nov 2024 0 repositories listed
• Measuring similarity between embedding spaces using induced neighborhood graphs
  13 Nov 2024 0 repositories listed
• NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics
  11 Nov 2024 0 repositories listed
• Asterisk*: Keep it Simple
  8 Nov 2024 0 repositories listed
• Emotional Images: Assessing Emotions in Images and Potential Biases in Generative Models
  8 Nov 2024 0 repositories listed
• ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving
  8 Nov 2024 0 repositories listed
• A Mamba Foundation Model for Time Series Forecasting
  5 Nov 2024 0 repositories listed
• Large Language Models for Patient Comments Multi-Label Classification
  31 Oct 2024 0 repositories listed
• ResiDual Transformer Alignment with Spectral Decomposition
  31 Oct 2024 0 repositories listed
• SleepNetZero: Zero-Burden Zero-Shot Reliable Sleep Staging With Neural Networks Based on Ballistocardiograms
  30 Oct 2024 0 repositories listed
• Active Learning for Vision-Language Models
  29 Oct 2024 0 repositories listed
• Automated Feedback in Math Education: A Comparative Analysis of LLMs for Open-Ended Responses
  29 Oct 2024 0 repositories listed
• Fine-tuned Large Language Models (LLMs): Improved Prompt Injection Attacks Detection
  28 Oct 2024 0 repositories listed
• Label Set Optimization via Activation Distribution Kurtosis for Zero-shot Classification with Generative Models
  24 Oct 2024 0 repositories listed
• Assessing Open-world Forgetting in Generative Image Model Customization
  18 Oct 2024 0 repositories listed
• Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data?
  17 Oct 2024 0 repositories listed
• Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs
  16 Oct 2024 0 repositories listed
• CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning
  15 Oct 2024 0 repositories listed
• PSVMA+: Exploring Multi-granularity Semantic-visual Adaption for Generalized Zero-shot Learning
  15 Oct 2024 0 repositories listed
• Continual Learning Improves Zero-Shot Action Recognition
  14 Oct 2024 0 repositories listed
• Large Model for Small Data: Foundation Model for Cross-Modal RF Human Activity Recognition
  13 Oct 2024 0 repositories listed
• Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning
  13 Oct 2024 0 repositories listed
• Collusion Detection with Graph Neural Networks
  9 Oct 2024 0 repositories listed
• ClaimBrush: A Novel Framework for Automated Patent Claim Refinement Based on Large Language Models
  8 Oct 2024 0 repositories listed
• Zero-Shot Learning of Causal Models
  8 Oct 2024 0 repositories listed
• Improving Predictor Reliability with Selective Recalibration
  7 Oct 2024 0 repositories listed
• Crafting Narrative Closures: Zero-Shot Learning with SSM Mamba for Short Story Ending Generation
  4 Oct 2024 0 repositories listed
• An Evaluation of Large Pre-Trained Models for Gesture Recognition using Synthetic Videos
  3 Oct 2024 0 repositories listed
• Coordinate-Based Neural Representation Enabling Zero-Shot Learning for 3D Multiparametric Quantitative MRI
  2 Oct 2024 0 repositories listed
• Toward a Holistic Evaluation of Robustness in CLIP Models
  2 Oct 2024 0 repositories listed
• Zero-Shot Classification of Crisis Tweets Using Instruction-Finetuned Large Language Models
  30 Sep 2024 0 repositories listed
• CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning
  26 Sep 2024 0 repositories listed
• Task-oriented Prompt Enhancement via Script Generation
  24 Sep 2024 0 repositories listed
• An Effective Approach to Embedding Source Code by Combining Large Language and Sentence Embedding Models
  23 Sep 2024 0 repositories listed
• Deep learning for fast segmentation and critical dimension metrology & characterization enabling AR/VR design and fabrication
  20 Sep 2024 0 repositories listed
• Enhancing Synthetic Training Data for Speech Commands: From ASR-Based Filtering to Domain Adaptation in SSL Latent Space
  19 Sep 2024 0 repositories listed
• Benchmarking LLMs in Political Content Text-Annotation: Proof-of-Concept with Toxicity and Incivility Data
  15 Sep 2024 0 repositories listed
• Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations
  11 Sep 2024 0 repositories listed
• An Art-centric perspective on AI-based content moderation of nudity
  10 Sep 2024 0 repositories listed
• Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning
  5 Sep 2024 0 repositories listed
• Have Large Vision-Language Models Mastered Art History?
  5 Sep 2024 0 repositories listed
• Large Language Models as Efficient Reward Function Searchers for Custom-Environment Multi-Objective Reinforcement Learning
  4 Sep 2024 0 repositories listed
• Political DEBATE: Efficient Zero-shot and Few-shot Classifiers for Political Text
  3 Sep 2024 0 repositories listed
• EEG-Language Modeling for Pathology Detection
  2 Sep 2024 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• PoliPrompt: A High-Performance Cost-Effective LLM-Based Text Classification Framework for Political Science
  2 Sep 2024 0 repositories listed
• Image-to-Lidar Relational Distillation for Autonomous Driving Data
  1 Sep 2024 0 repositories listed
• Multi-label Zero-Shot Audio Classification with Temporal Attention
  31 Aug 2024 0 repositories listed
• RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning
  31 Aug 2024 0 repositories listed
• Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot Learning
  30 Aug 2024 0 repositories listed
• A Survey for Large Language Models in Biomedicine
  29 Aug 2024 0 repositories listed
• Visual Prompt Engineering for Medical Vision Language Models in Radiology
  28 Aug 2024 0 repositories listed
• ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning
  27 Aug 2024 0 repositories listed
• Examining the Commitments and Difficulties Inherent in Multimodal Foundation Models for Street View Imagery
  23 Aug 2024 0 repositories listed
• On Class Separability Pitfalls In Audio-Text Contrastive Zero-Shot Learning
  23 Aug 2024 0 repositories listed
• Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning
  22 Aug 2024 0 repositories listed
• Optimizing Performance: How Compact Models Match or Exceed GPT's Classification Capabilities through Fine-Tuning
  22 Aug 2024 0 repositories listed
• PRG: Prompt-Based Distillation Without Annotation via Proxy Relational Graph
  22 Aug 2024 0 repositories listed
• Enabling Small Models for Zero-Shot Selection and Reuse through Model Label Learning
  21 Aug 2024 0 repositories listed
• Exploring Large Language Models for Feature Selection: A Data-centric Perspective
  21 Aug 2024 0 repositories listed
• Memorization in In-Context Learning
  21 Aug 2024 0 repositories listed
• A Review of Human-Object Interaction Detection
  20 Aug 2024 0 repositories listed
• CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs
  19 Aug 2024 0 repositories listed
• Cross-composition Feature Disentanglement for Compositional Zero-shot Learning
  19 Aug 2024 0 repositories listed
• CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination
  18 Aug 2024 0 repositories listed
• TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning
  16 Aug 2024 0 repositories listed
• Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series
  12 Aug 2024 0 repositories listed
• Efficient and Versatile Robust Fine-Tuning of Zero-shot Models
  11 Aug 2024 0 repositories listed
• Efficient Test-Time Prompt Tuning for Vision-Language Models
  11 Aug 2024 0 repositories listed
• ChatGPT Meets Iris Biometrics
  9 Aug 2024 0 repositories listed
• LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations
  6 Aug 2024 0 repositories listed
• Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings
  5 Aug 2024 0 repositories listed
• Evaluating Vision-Language Models for Zero-Shot Detection, Classification, and Association of Motorcycles, Passengers, and Helmets
  5 Aug 2024 0 repositories listed
• Explain via Any Concept: Concept Bottleneck Model with Open Vocabulary Concepts
  5 Aug 2024 0 repositories listed
• Geometric Algebra Meets Large Language Models: Instruction-Based Transformations of Separate Meshes in 3D, Interactive and Controllable Scenes
  5 Aug 2024 0 repositories listed

Syntology lines on 2 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.