Zero-shot Classification using Hyperdimensional Computing Jan 30, 2024 Attribute Attribute Extraction
— Unverified Performance Assessment of ChatGPT vs Bard in Detecting Alzheimer's Dementia Jan 30, 2024 Specificity Zero-Shot Learning
— Unverified M2-Encoder: Advancing Bilingual Image-Text Understanding by Large-scale Efficient Pretraining Jan 29, 2024 GPU zero-shot-classification
Code Code Available Data-Free Generalized Zero-Shot Learning Jan 28, 2024 Generalized Zero-Shot Learning zero-shot-classification
Code Code Available ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases Jan 25, 2024 Prompt Engineering Zero-Shot Learning
Code Code Available MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms Jan 25, 2024 Cross-Lingual Transfer Zero-Shot Learning
— Unverified On generalisability of segment anything model for nuclear instance segmentation in histology images Jan 25, 2024 Instance Segmentation Segmentation
— Unverified A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification Jan 25, 2024 Transfer Learning zero-shot-classification
— Unverified How Good is ChatGPT at Face Biometrics? A First Look into Recognition, Soft Biometrics, and Explainability Jan 24, 2024 Face Verification Zero-Shot Learning
Code Code Available TEPI: Taxonomy-aware Embedding and Pseudo-Imaging for Scarcely-labeled Zero-shot Genome Classification Jan 24, 2024 Classification Zero-Shot Learning
— Unverified Enhancing Image Retrieval : A Comprehensive Study on Photo Search using the CLIP Mode Jan 24, 2024 Image Retrieval Information Retrieval
— Unverified The Neglected Tails in Vision-Language Models Jan 23, 2024 Retrieval Zero-Shot Learning
— Unverified Zoom-shot: Fast and Efficient Unsupervised Zero-Shot Transfer of CLIP to Vision Encoders with Multimodal Loss Jan 22, 2024 Knowledge Distillation zero-shot-classification
— Unverified NLCG-Net: A Model-Based Zero-Shot Learning Framework for Undersampled Quantitative MRI Reconstruction Jan 22, 2024 MRI Reconstruction Quantitative MRI
Code Code Available Understanding Biases in ChatGPT-based Recommender Systems: Provider Fairness, Temporal Stability, and Recency Jan 19, 2024 Collaborative Filtering Fairness
Code Code Available Enhancing medical vision-language contrastive learning via inter-matching relation modelling Jan 19, 2024 Contrastive Learning Cross-Modal Retrieval
— Unverified Foundation Models for Biomedical Image Segmentation: A Survey Jan 15, 2024 Image Segmentation Semantic Segmentation
— Unverified Exploiting GPT-4 Vision for Zero-shot Point Cloud Understanding Jan 15, 2024 Point Cloud Classification Robust classification
— Unverified 3D Object Detection and High-Resolution Traffic Parameters Extraction Using Low-Resolution LiDAR Data Jan 13, 2024 3D Object Detection object-detection
— Unverified Modality-Aware Representation Learning for Zero-shot Sketch-based Image Retrieval Jan 10, 2024 Image Retrieval Representation Learning
Code Code Available Can Active Label Correction Improve LLM-based Modular AI Systems? Jan 10, 2024 Denoising Zero-Shot Learning
— Unverified TwinBooster: Synergising Large Language Models with Barlow Twins and Gradient Boosting for Enhanced Molecular Property Prediction Jan 9, 2024 Drug Discovery Language Modeling
Code Code Available Benchmarking PathCLIP for Pathology Image Analysis Jan 5, 2024 Benchmarking Decision Making
— Unverified Zero-shot Microclimate Prediction with Deep Learning Jan 5, 2024 Deep Learning Prediction
— Unverified Query-Based Knowledge Sharing for Open-Vocabulary Multi-Label Classification Jan 2, 2024 Knowledge Distillation Multi-Label Classification
— Unverified Beyond Seen Primitive Concepts and Attribute-Object Compositional Learning Jan 1, 2024 Attribute Compositional Zero-Shot Learning
— Unverified Diffusion Models, Image Super-Resolution And Everything: A Survey Jan 1, 2024 Computational Efficiency Image Super-Resolution
— Unverified Towards High-fidelity Artistic Image Vectorization via Texture-Encapsulated Shape Parameterization Jan 1, 2024 Image Compression Zero-Shot Learning
— Unverified Building Vision-Language Models on Solid Foundations with Masked Distillation Jan 1, 2024 Contrastive Learning Knowledge Distillation
— Unverified Pushing Boundaries: Exploring Zero Shot Object Classification with Large Multimodal Models Dec 30, 2023 Benchmarking image-classification
— Unverified AI Content Self-Detection for Transformer-based Large Language Models Dec 28, 2023 Authorship Attribution Text Generation
— Unverified Revealing the Proximate Long-Tail Distribution in Compositional Zero-Shot Learning Dec 26, 2023 Compositional Zero-Shot Learning Zero-Shot Learning
Code Code Available Do LLM Agents Exhibit Social Behavior? Dec 23, 2023 Fairness Response Generation
— Unverified On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications Dec 23, 2023 geo-localization image-classification
— Unverified Meta Transfer of Self-Supervised Knowledge: Foundation Model in Action for Post-Traumatic Epilepsy Prediction Dec 21, 2023 Epilepsy Prediction Meta-Learning
— Unverified Compositional Zero-Shot Learning for Attribute-Based Object Reference in Human-Robot Interaction Dec 21, 2023 16k Attribute
— Unverified SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning Dec 20, 2023 Generalized Zero-Shot Learning Zero-Shot Learning
— Unverified ParsNets: A Parsimonious Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning Dec 15, 2023 Zero-Shot Learning
— Unverified CSI-Based Cross-Domain Activity Recognition via Zero-Shot Prototypical Networks Dec 12, 2023 Activity Recognition Cross-Domain Activity Recognition
— Unverified A Review of Machine Learning Methods Applied to Video Analysis Systems Dec 8, 2023 Active Learning Activity Recognition
— Unverified Physical-Layer Semantic-Aware Network for Zero-Shot Wireless Sensing Dec 8, 2023 Gesture Recognition Zero-Shot Learning
— Unverified The Potential of Vision-Language Models for Content Moderation of Children's Videos Dec 6, 2023 Activity Recognition object-detection
— Unverified CILF-CIAE: CLIP-driven Image-Language Fusion for Correcting Inverse Age Estimation Dec 4, 2023 Age Estimation Image-text matching
— Unverified ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications Dec 3, 2023 Sentence Zero-Shot Learning
— Unverified Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning Dec 2, 2023 Attribute Generalized Zero-Shot Learning
— Unverified Prompt Tuning for Zero-shot Compositional Learning Dec 2, 2023 Common Sense Reasoning Compositional Zero-Shot Learning
— Unverified Pipeline Enabling Zero-shot Classification for Bangla Handwritten Grapheme Dec 1, 2023 Bangla Text Detection Classification
— Unverified FreeZe: Training-free zero-shot 6D pose estimation with geometric and vision foundation models Dec 1, 2023 6D Pose Estimation Object
— Unverified Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations Nov 30, 2023 Attribute Out-of-Distribution Generalization
Code Code Available Applying Large Language Models and Chain-of-Thought for Automatic Scoring Nov 30, 2023 Few-Shot Learning Prompt Engineering
— Unverified 