Enhancing medical vision-language contrastive learning via inter-matching relation modelling Jan 19, 2024 Contrastive Learning Cross-Modal Retrieval
— Unverified Exploiting GPT-4 Vision for Zero-shot Point Cloud Understanding Jan 15, 2024 Point Cloud Classification Robust classification
— Unverified Foundation Models for Biomedical Image Segmentation: A Survey Jan 15, 2024 Image Segmentation Semantic Segmentation
— Unverified 3D Object Detection and High-Resolution Traffic Parameters Extraction Using Low-Resolution LiDAR Data Jan 13, 2024 3D Object Detection object-detection
— Unverified Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning Jan 12, 2024 In-Context Learning Zero-Shot Learning
Code Code Available SamLP: A Customized Segment Anything Model for License Plate Detection Jan 12, 2024 License Plate Detection Zero-Shot Learning
Code Code Available Can Active Label Correction Improve LLM-based Modular AI Systems? Jan 10, 2024 Denoising Zero-Shot Learning
— Unverified Modality-Aware Representation Learning for Zero-shot Sketch-based Image Retrieval Jan 10, 2024 Image Retrieval Representation Learning
Code Code Available CLIP-Guided Source-Free Object Detection in Aerial Images Jan 10, 2024 Domain Adaptation Object
Code Code Available 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 Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively Jan 5, 2024 image-classification Image Classification
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 Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions Jan 4, 2024 Fine-Grained Image Classification image-classification
Code Code Available 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 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 Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names Jan 1, 2024 Generalized Zero-Shot Learning Test unseen
Code Code Available Diffusion Models, Image Super-Resolution And Everything: A Survey Jan 1, 2024 Computational Efficiency Image Super-Resolution
— 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 FILP-3D: Enhancing 3D Few-shot Class-incremental Learning with Pre-trained Vision-Language Models Dec 28, 2023 class-incremental learning Class Incremental Learning
Code Code Available Revealing the Proximate Long-Tail Distribution in Compositional Zero-Shot Learning Dec 26, 2023 Compositional Zero-Shot Learning Zero-Shot Learning
Code Code Available A Prompt Learning Framework for Source Code Summarization Dec 26, 2023 Code Summarization Few-Shot Learning
Code Code Available 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 Do LLM Agents Exhibit Social Behavior? Dec 23, 2023 Fairness Response Generation
— 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 CLIP-guided Federated Learning on Heterogeneous and Long-Tailed Data Dec 14, 2023 Contrastive Learning Federated Learning
Code Code Available EZ-CLIP: Efficient Zeroshot Video Action Recognition Dec 13, 2023 Action Recognition GPU
Code Code Available CSI-Based Cross-Domain Activity Recognition via Zero-Shot Prototypical Networks Dec 12, 2023 Activity Recognition Cross-Domain Activity Recognition
— Unverified Open-Pose 3D Zero-Shot Learning: Benchmark and Challenges Dec 12, 2023 3D Object Classification Classification
Code Code Available 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 Lite-Mind: Towards Efficient and Robust Brain Representation Network Dec 6, 2023 Brain Decoding Image Retrieval
Code Code Available SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference Dec 4, 2023 Segmentation Semantic Segmentation
Code Code Available 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 Large Language Models Are Zero-Shot Text Classifiers Dec 2, 2023 Classification text-classification
Code Code Available 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 Applying Large Language Models and Chain-of-Thought for Automatic Scoring Nov 30, 2023 Few-Shot Learning Prompt Engineering
— Unverified Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations Nov 30, 2023 Attribute Out-of-Distribution Generalization
Code Code Available Explaining CLIP's performance disparities on data from blind/low vision users Nov 29, 2023 Few-Shot Learning zero-shot-classification
— Unverified 