Browse State-of-the-Art › Zero-Shot Learning › Papers, page 12

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 12 of 19: papers 1,101 to 1,200 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.

• Zero-shot Classification using Hyperdimensional Computing
  30 Jan 2024 0 repositories listed
• A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification
  25 Jan 2024 0 repositories listed
• MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms
  25 Jan 2024 0 repositories listed
• On generalisability of segment anything model for nuclear instance segmentation in histology images
  25 Jan 2024 0 repositories listed
• Enhancing Image Retrieval : A Comprehensive Study on Photo Search using the CLIP Mode
  24 Jan 2024 0 repositories listed
• TEPI: Taxonomy-aware Embedding and Pseudo-Imaging for Scarcely-labeled Zero-shot Genome Classification
  24 Jan 2024 0 repositories listed
• The Neglected Tails in Vision-Language Models
  23 Jan 2024 0 repositories listed
• Zoom-shot: Fast and Efficient Unsupervised Zero-Shot Transfer of CLIP to Vision Encoders with Multimodal Loss
  22 Jan 2024 0 repositories listed
• Enhancing medical vision-language contrastive learning via inter-matching relation modelling
  19 Jan 2024 0 repositories listed
• Exploiting GPT-4 Vision for Zero-shot Point Cloud Understanding
  15 Jan 2024 0 repositories listed
• Foundation Models for Biomedical Image Segmentation: A Survey
  15 Jan 2024 0 repositories listed
• 3D Object Detection and High-Resolution Traffic Parameters Extraction Using Low-Resolution LiDAR Data
  13 Jan 2024 0 repositories listed
• Can Active Label Correction Improve LLM-based Modular AI Systems?
  10 Jan 2024 0 repositories listed
• Benchmarking PathCLIP for Pathology Image Analysis
  5 Jan 2024 0 repositories listed
• Zero-shot Microclimate Prediction with Deep Learning
  5 Jan 2024 0 repositories listed
• Query-Based Knowledge Sharing for Open-Vocabulary Multi-Label Classification
  2 Jan 2024 0 repositories listed
• Diffusion Models, Image Super-Resolution And Everything: A Survey
  1 Jan 2024 0 repositories listed
• Beyond Seen Primitive Concepts and Attribute-Object Compositional Learning
  1 Jan 2024 0 repositories listed
• Building Vision-Language Models on Solid Foundations with Masked Distillation
  1 Jan 2024 0 repositories listed
• Towards High-fidelity Artistic Image Vectorization via Texture-Encapsulated Shape Parameterization
  1 Jan 2024 0 repositories listed
• Pushing Boundaries: Exploring Zero Shot Object Classification with Large Multimodal Models
  30 Dec 2023 0 repositories listed
• AI Content Self-Detection for Transformer-based Large Language Models
  28 Dec 2023 0 repositories listed
• Revealing the Proximate Long-Tail Distribution in Compositional Zero-Shot Learning
  26 Dec 2023 0 repositories listed
• Do LLM Agents Exhibit Social Behavior?
  23 Dec 2023 0 repositories listed
• On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications
  23 Dec 2023 0 repositories listed
• Compositional Zero-Shot Learning for Attribute-Based Object Reference in Human-Robot Interaction
  21 Dec 2023 0 repositories listed
• Meta Transfer of Self-Supervised Knowledge: Foundation Model in Action for Post-Traumatic Epilepsy Prediction
  21 Dec 2023 0 repositories listed
• SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning
  20 Dec 2023 0 repositories listed
• ParsNets: A Parsimonious Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning
  15 Dec 2023 0 repositories listed
• CSI-Based Cross-Domain Activity Recognition via Zero-Shot Prototypical Networks
  12 Dec 2023 0 repositories listed
• A Review of Machine Learning Methods Applied to Video Analysis Systems
  8 Dec 2023 0 repositories listed
• Physical-Layer Semantic-Aware Network for Zero-Shot Wireless Sensing
  8 Dec 2023 0 repositories listed
• The Potential of Vision-Language Models for Content Moderation of Children's Videos
  6 Dec 2023 0 repositories listed
• CILF-CIAE: CLIP-driven Image-Language Fusion for Correcting Inverse Age Estimation
  4 Dec 2023 0 repositories listed
• ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications
  3 Dec 2023 0 repositories listed
• Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning
  2 Dec 2023 0 repositories listed
• Prompt Tuning for Zero-shot Compositional Learning
  2 Dec 2023 0 repositories listed
• FreeZe: Training-free zero-shot 6D pose estimation with geometric and vision foundation models
  1 Dec 2023 0 repositories listed
• Pipeline Enabling Zero-shot Classification for Bangla Handwritten Grapheme
  1 Dec 2023 0 repositories listed
• Applying Large Language Models and Chain-of-Thought for Automatic Scoring
  30 Nov 2023 0 repositories listed
• Explaining CLIP's performance disparities on data from blind/low vision users
  29 Nov 2023 0 repositories listed
• IG Captioner: Information Gain Captioners are Strong Zero-shot Classifiers
  27 Nov 2023 0 repositories listed
• Italian Crossword Generator: Enhancing Education through Interactive Word Puzzles
  27 Nov 2023 0 repositories listed
• Effective Backdoor Mitigation in Vision-Language Models Depends on the Pre-training Objective
  25 Nov 2023 0 repositories listed
• tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models
  24 Nov 2023 0 repositories listed
• Compositional Zero-shot Learning via Progressive Language-based Observations
  23 Nov 2023 0 repositories listed
• Deep Learning and NLP in Cryptocurrency Forecasting: Integrating Financial, Blockchain, and Social Media Data
  23 Nov 2023 0 repositories listed
• HOMOE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts
  23 Nov 2023 0 repositories listed
• Self-guided Few-shot Semantic Segmentation for Remote Sensing Imagery Based on Large Vision Models
  22 Nov 2023 0 repositories listed
• Enhancing Visual Grounding and Generalization: A Multi-Task Cycle Training Approach for Vision-Language Models
  21 Nov 2023 0 repositories listed
• Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions
  13 Nov 2023 0 repositories listed
• Unified machine learning tasks and datasets for enhancing renewable energy
  12 Nov 2023 0 repositories listed
• Analysis and Applications of Deep Learning with Finite Samples in Full Life-Cycle Intelligence of Nuclear Power Generation
  7 Nov 2023 0 repositories listed
• Generalized zero-shot audio-to-intent classification
  4 Nov 2023 0 repositories listed
• Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation
  3 Nov 2023 0 repositories listed
• CLIP-AD: A Language-Guided Staged Dual-Path Model for Zero-shot Anomaly Detection
  1 Nov 2023 0 repositories listed
• Class Incremental Learning with Pre-trained Vision-Language Models
  31 Oct 2023 0 repositories listed
• Using Large Language Models to Support Thematic Analysis in Empirical Legal Studies
  28 Oct 2023 0 repositories listed
• Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization
  23 Oct 2023 0 repositories listed
• Customising General Large Language Models for Specialised Emotion Recognition Tasks
  22 Oct 2023 0 repositories listed
• CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement
  21 Oct 2023 0 repositories listed
• Zero-shot Learning of Individualized Task Contrast Prediction from Resting-state Functional Connectomes
  21 Oct 2023 0 repositories listed
• SILC: Improving Vision Language Pretraining with Self-Distillation
  20 Oct 2023 0 repositories listed
• MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations
  19 Oct 2023 0 repositories listed
• Prompting Scientific Names for Zero-Shot Species Recognition
  15 Oct 2023 0 repositories listed
• LLM-augmented Preference Learning from Natural Language
  12 Oct 2023 0 repositories listed
• Attribute Localization and Revision Network for Zero-Shot Learning
  11 Oct 2023 0 repositories listed
• Blind Dates: Examining the Expression of Temporality in Historical Photographs
  10 Oct 2023 0 repositories listed
• Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift
  8 Oct 2023 0 repositories listed
• Understanding prompt engineering may not require rethinking generalization
  6 Oct 2023 0 repositories listed
• Investigating the Limitation of CLIP Models: The Worst-Performing Categories
  5 Oct 2023 0 repositories listed
• Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP
  2 Oct 2023 0 repositories listed
• Robust Internal Representations for Domain Generalization
  27 Sep 2023 0 repositories listed
• VPA: Fully Test-Time Visual Prompt Adaptation
  26 Sep 2023 0 repositories listed
• Exploiting CLIP-based Multi-modal Approach for Artwork Classification and Retrieval
  21 Sep 2023 0 repositories listed
• Auto-ACD: A Large-scale Dataset for Audio-Language Representation Learning
  20 Sep 2023 0 repositories listed
• Making Small Language Models Better Multi-task Learners with Mixture-of-Task-Adapters
  20 Sep 2023 0 repositories listed
• PolicyGPT: Automated Analysis of Privacy Policies with Large Language Models
  19 Sep 2023 0 repositories listed
• Using Large Language Model to Solve and Explain Physics Word Problems Approaching Human Level
  15 Sep 2023 0 repositories listed
• Instance Adaptive Prototypical Contrastive Embedding for Generalized Zero Shot Learning
  13 Sep 2023 0 repositories listed
• Large Language Models Can Infer Psychological Dispositions of Social Media Users
  13 Sep 2023 0 repositories listed
• Zero-Shot Visual Classification with Guided Cropping
  12 Sep 2023 0 repositories listed
• Zero-shot Learning with Minimum Instruction to Extract Social Determinants and Family History from Clinical Notes using GPT Model
  11 Sep 2023 0 repositories listed
• Context-Aware Prompt Tuning for Vision-Language Model with Dual-Alignment
  8 Sep 2023 0 repositories listed
• ETP: Learning Transferable ECG Representations via ECG-Text Pre-training
  6 Sep 2023 0 repositories listed
• AGIBench: A Multi-granularity, Multimodal, Human-referenced, Auto-scoring Benchmark for Large Language Models
  5 Sep 2023 0 repositories listed
• Bridging the Projection Gap: Overcoming Projection Bias Through Parameterized Distance Learning
  4 Sep 2023 0 repositories listed
• EdaDet: Open-Vocabulary Object Detection Using Early Dense Alignment
  3 Sep 2023 0 repositories listed
• GBE-MLZSL: A Group Bi-Enhancement Framework for Multi-Label Zero-Shot Learning
  2 Sep 2023 0 repositories listed
• Using Large Language Models to Automate Category and Trend Analysis of Scientific Articles: An Application in Ophthalmology
  31 Aug 2023 0 repositories listed
• Cross-Modal Retrieval Meets Inference:Improving Zero-Shot Classification with Cross-Modal Retrieval
  29 Aug 2023 0 repositories listed
• Hyperbolic Audio-visual Zero-shot Learning
  24 Aug 2023 0 repositories listed
• ZeroLeak: Using LLMs for Scalable and Cost Effective Side-Channel Patching
  24 Aug 2023 0 repositories listed
• EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning
  19 Aug 2023 0 repositories listed
• DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability
  18 Aug 2023 0 repositories listed
• Compositional Learning in Transformer-Based Human-Object Interaction Detection
  11 Aug 2023 0 repositories listed
• Exploring Linguistic Similarity and Zero-Shot Learning for Multilingual Translation of Dravidian Languages
  10 Aug 2023 0 repositories listed
• Breaking Language Barriers with MMTweets: Advancing Cross-Lingual Debunked Narrative Retrieval for Fact-Checking
  10 Aug 2023 0 repositories listed
• Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered Learning
  10 Aug 2023 0 repositories listed
• "Generate" the Future of Work through AI: Empirical Evidence from Online Labor Markets
  9 Aug 2023 0 repositories listed