Browse State-of-the-Art › Zero-Shot Learning › Papers, page 13

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 13 of 19: papers 1,201 to 1,300 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.

• Supply chain emission estimation using large language models
  3 Aug 2023 0 repositories listed
• Push the Boundary of SAM: A Pseudo-label Correction Framework for Medical Segmentation
  2 Aug 2023 0 repositories listed
• Developing and Evaluating Tiny to Medium-Sized Turkish BERT Models
  26 Jul 2023 0 repositories listed
• Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation
  24 Jul 2023 0 repositories listed
• Leveraging Knowledge Graphs for Zero-Shot Object-agnostic State Classification
  22 Jul 2023 0 repositories listed
• See More and Know More: Zero-shot Point Cloud Segmentation via Multi-modal Visual Data
  20 Jul 2023 0 repositories listed
• Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP
  18 Jul 2023 0 repositories listed
• Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data
  4 Jul 2023 0 repositories listed
• Stay on topic with Classifier-Free Guidance
  30 Jun 2023 0 repositories listed
• Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity
  28 Jun 2023 0 repositories listed
• "Filling the Blanks'': Identifying Micro-activities that Compose Complex Human Activities of Daily Living
  22 Jun 2023 0 repositories listed
• Developing Effective Educational Chatbots with ChatGPT prompts: Insights from Preliminary Tests in a Case Study on Social Media Literacy (with appendix)
  18 Jun 2023 0 repositories listed
• Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation
  14 Jun 2023 0 repositories listed
• Evolving Semantic Prototype Improves Generative Zero-Shot Learning
  12 Jun 2023 0 repositories listed
• LUT-GCE: Lookup Table Global Curve Estimation for Fast Low-light Image Enhancement
  12 Jun 2023 0 repositories listed
• Multi-level Protein Representation Learning for Blind Mutational Effect Prediction
  8 Jun 2023 0 repositories listed
• Analysis of the Fed's communication by using textual entailment model of Zero-Shot classification
  7 Jun 2023 0 repositories listed
• PAGAR: Taming Reward Misalignment in Inverse Reinforcement Learning-Based Imitation Learning with Protagonist Antagonist Guided Adversarial Reward
  2 Jun 2023 0 repositories listed
• Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work
  2 Jun 2023 0 repositories listed
• Label Embedding via Low-Coherence Matrices
  31 May 2023 0 repositories listed
• Adapting Language-Audio Models as Few-Shot Audio Learners
  28 May 2023 0 repositories listed
• DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification
  25 May 2023 0 repositories listed
• LAraBench: Benchmarking Arabic AI with Large Language Models
  24 May 2023 0 repositories listed
• EXnet: Efficient In-context Learning for Data-less Text classification
  24 May 2023 0 repositories listed
• Universal Self-Adaptive Prompting
  24 May 2023 0 repositories listed
• Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science
  23 May 2023 0 repositories listed
• A Rational Model of Dimension-reduced Human Categorization
  22 May 2023 0 repositories listed
• GPT-3.5, GPT-4, or BARD? Evaluating LLMs Reasoning Ability in Zero-Shot Setting and Performance Boosting Through Prompts
  21 May 2023 0 repositories listed
• Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data
  19 May 2023 0 repositories listed
• Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning
  19 May 2023 0 repositories listed
• Introspective Tips: Large Language Model for In-Context Decision Making
  19 May 2023 0 repositories listed
• Alternating Gradient Descent and Mixture-of-Experts for Integrated Multimodal Perception
  10 May 2023 0 repositories listed
• Unlocking Practical Applications in Legal Domain: Evaluation of GPT for Zero-Shot Semantic Annotation of Legal Texts
  8 May 2023 0 repositories listed
• Analyzing Hong Kong's Legal Judgments from a Computational Linguistics point-of-view
  4 May 2023 0 repositories listed
• LLM2Loss: Leveraging Language Models for Explainable Model Diagnostics
  4 May 2023 0 repositories listed
• DRPT: Disentangled and Recurrent Prompt Tuning for Compositional Zero-Shot Learning
  2 May 2023 0 repositories listed
• Company classification using zero-shot learning
  1 May 2023 0 repositories listed
• Information Extraction from Documents: Question Answering vs Token Classification in real-world setups
  21 Apr 2023 0 repositories listed
• RPLKG: Robust Prompt Learning with Knowledge Graph
  21 Apr 2023 0 repositories listed
• LLM as A Robotic Brain: Unifying Egocentric Memory and Control
  19 Apr 2023 0 repositories listed
• ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning
  13 Apr 2023 0 repositories listed
• On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence
  13 Apr 2023 0 repositories listed
• What does CLIP know about a red circle? Visual prompt engineering for VLMs
  13 Apr 2023 0 repositories listed
• ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning
  12 Apr 2023 0 repositories listed
• RECLIP: Resource-efficient CLIP by Training with Small Images
  12 Apr 2023 0 repositories listed
• SAM.MD: Zero-shot medical image segmentation capabilities of the Segment Anything Model
  10 Apr 2023 0 repositories listed
• Synthetic Sample Selection for Generalized Zero-Shot Learning
  6 Apr 2023 0 repositories listed
• Learning to Name Classes for Vision and Language Models
  4 Apr 2023 0 repositories listed
• SoftCLIP: Softer Cross-modal Alignment Makes CLIP Stronger
  30 Mar 2023 0 repositories listed
• Zero-shot Entailment of Leaderboards for Empirical AI Research
  29 Mar 2023 0 repositories listed
• Evaluation of ChatGPT for NLP-based Mental Health Applications
  28 Mar 2023 0 repositories listed
• Variational Distribution Learning for Unsupervised Text-to-Image Generation
  28 Mar 2023 0 repositories listed
• Prompt-Guided Zero-Shot Anomaly Action Recognition using Pretrained Deep Skeleton Features
  27 Mar 2023 0 repositories listed
• Prompt-Guided Transformers for End-to-End Open-Vocabulary Object Detection
  25 Mar 2023 0 repositories listed
• Toward Open-domain Slot Filling via Self-supervised Co-training
  24 Mar 2023 0 repositories listed
• Explore the Power of Synthetic Data on Few-shot Object Detection
  23 Mar 2023 0 repositories listed
• Frozen Language Model Helps ECG Zero-Shot Learning
  22 Mar 2023 0 repositories listed
• Large Language Models Can Be Used to Estimate the Latent Positions of Politicians
  21 Mar 2023 0 repositories listed
• PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing
  20 Mar 2023 0 repositories listed
• RE-MOVE: An Adaptive Policy Design for Robotic Navigation Tasks in Dynamic Environments via Language-Based Feedback
  14 Mar 2023 0 repositories listed
• Large Language Models in the Workplace: A Case Study on Prompt Engineering for Job Type Classification
  13 Mar 2023 0 repositories listed
• ODIN: On-demand Data Formulation to Mitigate Dataset Lock-in
  13 Mar 2023 0 repositories listed
• Exploiting the Textual Potential from Vision-Language Pre-training for Text-based Person Search
  8 Mar 2023 0 repositories listed
• Approach to Learning Generalized Audio Representation Through Batch Embedding Covariance Regularization and Constant-Q Transforms
  7 Mar 2023 0 repositories listed
• Adopting the Multi-answer Questioning Task with an Auxiliary Metric for Extreme Multi-label Text Classification Utilizing the Label Hierarchy
  2 Mar 2023 0 repositories listed
• Distilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning
  1 Mar 2023 0 repositories listed
• K-Diag: Knowledge-enhanced Disease Diagnosis in Radiographic Imaging
  22 Feb 2023 0 repositories listed
• Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline
  14 Feb 2023 0 repositories listed
• A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models
  13 Feb 2023 0 repositories listed
• Divergence-Based Domain Transferability for Zero-Shot Classification
  11 Feb 2023 0 repositories listed
• ChemVise: Maximizing Out-of-Distribution Chemical Detection with the Novel Application of Zero-Shot Learning
  9 Feb 2023 0 repositories listed
• Zero-Knowledge Zero-Shot Learning for Novel Visual Category Discovery
  9 Feb 2023 0 repositories listed
• A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios
  8 Feb 2023 0 repositories listed
• Vision Transformer-based Feature Extraction for Generalized Zero-Shot Learning
  2 Feb 2023 0 repositories listed
• Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion
  31 Jan 2023 0 repositories listed
• RF+clust for Leave-One-Problem-Out Performance Prediction
  23 Jan 2023 0 repositories listed
• Improving Zero-Shot Action Recognition using Human Instruction with Text Description
  21 Jan 2023 0 repositories listed
• Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?
  21 Jan 2023 0 repositories listed
• Leveraging Contextual Relatedness to Identify Suicide Documentation in Clinical Notes through Zero Shot Learning
  9 Jan 2023 0 repositories listed
• iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-Training for Visual Recognition
  1 Jan 2023 0 repositories listed
• (ML)²P-Encoder: On Exploration of Channel-Class Correlation for Multi-Label Zero-Shot Learning
  1 Jan 2023 0 repositories listed
• RA-CLIP: Retrieval Augmented Contrastive Language-Image Pre-Training
  1 Jan 2023 0 repositories listed
• DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning
  31 Dec 2022 0 repositories listed
• HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training
  30 Dec 2022 0 repositories listed
• Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning
  26 Dec 2022 0 repositories listed
• When are Lemons Purple? The Concept Association Bias of Vision-Language Models
  22 Dec 2022 0 repositories listed
• Improving Automated Program Repair with Domain Adaptation
  21 Dec 2022 0 repositories listed
• Go-tuning: Improving Zero-shot Learning Abilities of Smaller Language Models
  20 Dec 2022 0 repositories listed
• Empowering Sentence Encoders with Prompting and Label Retrieval for Zero-shot Text Classification
  20 Dec 2022 0 repositories listed
• LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning
  18 Dec 2022 0 repositories listed
• NLIP: Noise-robust Language-Image Pre-training
  14 Dec 2022 0 repositories listed
• Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders
  14 Dec 2022 0 repositories listed
• Cap2Aug: Caption guided Image to Image data Augmentation
  11 Dec 2022 0 repositories listed
• Applying Multilingual Models to Question Answering (QA)
  4 Dec 2022 0 repositories listed
• Zero-Shot Learning for Joint Intent and Slot Labeling
  29 Nov 2022 0 repositories listed
• Mutual Balancing in State-Object Components for Compositional Zero-Shot Learning
  19 Nov 2022 0 repositories listed
• ProCC: Progressive Cross-primitive Compatibility for Open-World Compositional Zero-Shot Learning
  19 Nov 2022 0 repositories listed
• Targeted Attention for Generalized- and Zero-Shot Learning
  17 Nov 2022 0 repositories listed
• Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview
  13 Nov 2022 0 repositories listed
• Prompting Large Pre-trained Vision-Language Models For Compositional Concept Learning
  9 Nov 2022 0 repositories listed