Explaining CLIP's performance disparities on data from blind/low vision users Nov 29, 2023 Few-Shot Learning zero-shot-classification
— Unverified MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training Nov 28, 2023 Image Captioning Transfer Learning
— Unverified Italian Crossword Generator: Enhancing Education through Interactive Word Puzzles Nov 27, 2023 Few-Shot Learning Zero-Shot Learning
— Unverified IG Captioner: Information Gain Captioners are Strong Zero-shot Classifiers Nov 27, 2023 Caption Generation Image-text Retrieval
— Unverified Effective Backdoor Mitigation in Vision-Language Models Depends on the Pre-training Objective Nov 25, 2023 zero-shot-classification Zero-Shot Learning
— Unverified tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models Nov 24, 2023 Audio Generation Event Detection
— Unverified Compositional Zero-shot Learning via Progressive Language-based Observations Nov 23, 2023 Compositional Zero-Shot Learning Zero-Shot Learning
— Unverified HOMOE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts Nov 23, 2023 Compositional Zero-Shot Learning Mixture-of-Experts
— Unverified Deep Learning and NLP in Cryptocurrency Forecasting: Integrating Financial, Blockchain, and Social Media Data Nov 23, 2023 Data Integration Sentiment Analysis
— Unverified Understanding the Vulnerability of CLIP to Image Compression Nov 23, 2023 Image Compression Language Modeling
Code Code Available Attribute-Aware Representation Rectification for Generalized Zero-Shot Learning Nov 23, 2023 Attribute Generalized Zero-Shot Learning
Code Code Available Self-guided Few-shot Semantic Segmentation for Remote Sensing Imagery Based on Large Vision Models Nov 22, 2023 Few-Shot Semantic Segmentation Prompt Learning
— Unverified Boosting Audio-visual Zero-shot Learning with Large Language Models Nov 21, 2023 audio-visual learning Descriptive
Code Code Available Enhancing Visual Grounding and Generalization: A Multi-Task Cycle Training Approach for Vision-Language Models Nov 21, 2023 Image Segmentation Language Modelling
Code Code Available MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification Nov 16, 2023 Zero-Shot Learning
Code Code Available Investigating the Emergent Audio Classification Ability of ASR Foundation Models Nov 15, 2023 Audio Classification Decoder
Code Code Available Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM) Nov 14, 2023 Gaze Estimation Image Segmentation
Code Code Available Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions Nov 13, 2023 Classification Language Modeling
— Unverified Unified machine learning tasks and datasets for enhancing renewable energy Nov 12, 2023 Zero-Shot Learning
— Unverified CLAMP: A Contrastive Language And Molecule Pre-training Network Nov 12, 2023 Graph Neural Network zero-shot-classification
Code Code Available Automatic Report Generation for Histopathology images using pre-trained Vision Transformers Nov 10, 2023 Decoder Image Segmentation
Code Code Available GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning Nov 9, 2023 Attribute Compositional Zero-Shot Learning
Code Code Available Analysis and Applications of Deep Learning with Finite Samples in Full Life-Cycle Intelligence of Nuclear Power Generation Nov 7, 2023 Few-Shot Learning Open Set Learning
— Unverified Generalized zero-shot audio-to-intent classification Nov 4, 2023 Classification Goal-Oriented Dialog
— Unverified Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation Nov 3, 2023 3D Semantic Segmentation Point Cloud Segmentation
— Unverified CLIP-AD: A Language-Guided Staged Dual-Path Model for Zero-shot Anomaly Detection Nov 1, 2023 Anomaly Detection Language Modeling
— Unverified Class Incremental Learning with Pre-trained Vision-Language Models Oct 31, 2023 class-incremental learning Class Incremental Learning
— Unverified Using Large Language Models to Support Thematic Analysis in Empirical Legal Studies Oct 28, 2023 Language Modelling Large Language Model
— Unverified XFEVER: Exploring Fact Verification across Languages Oct 25, 2023 Benchmarking Fact Verification
Code Code Available Is ChatGPT a Good Multi-Party Conversation Solver? Oct 25, 2023 Zero-Shot Learning
Code Code Available Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization Oct 23, 2023 Multi-agent Reinforcement Learning Multi-Armed Bandits
— Unverified Linear Representations of Sentiment in Large Language Models Oct 23, 2023 zero-shot-classification Zero-Shot Learning
Code Code Available Customising General Large Language Models for Specialised Emotion Recognition Tasks Oct 22, 2023 Emotion Recognition Language Modeling
— Unverified CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement Oct 21, 2023 Depth Estimation image-classification
— Unverified Zero-shot Learning of Individualized Task Contrast Prediction from Resting-state Functional Connectomes Oct 21, 2023 Zero-Shot Learning
— Unverified SILC: Improving Vision Language Pretraining with Self-Distillation Oct 20, 2023 Classification Contrastive Learning
— Unverified Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation Models Oct 19, 2023 Segmentation Semantic Segmentation
Code Code Available MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations Oct 19, 2023 Classification text-classification
— Unverified Evaluating the Fairness of Discriminative Foundation Models in Computer Vision Oct 18, 2023 Fairness Image Captioning
Code Code Available ChatGPT-guided Semantics for Zero-shot Learning Oct 18, 2023 Attribute Language Modelling
Code Code Available Prompting Scientific Names for Zero-Shot Species Recognition Oct 15, 2023 Benchmarking Zero-Shot Learning
— Unverified Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data Oct 15, 2023 Conformal Prediction Prediction
Code Code Available LLM-augmented Preference Learning from Natural Language Oct 12, 2023 Few-Shot Learning Graph Attention
— Unverified ZEST: Attention-based Zero-Shot Learning for Unseen IoT Device Classification Oct 12, 2023 Decoder Zero-Shot Learning
Code Code Available Attribute Localization and Revision Network for Zero-Shot Learning Oct 11, 2023 Attribute Zero-Shot Learning
— Unverified Blind Dates: Examining the Expression of Temporality in Historical Photographs Oct 10, 2023 zero-shot-classification Zero-Shot Learning
— Unverified Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift Oct 8, 2023 Contrastive Learning zero-shot-classification
— Unverified Understanding prompt engineering may not require rethinking generalization Oct 6, 2023 Generalization Bounds Language Modelling
— Unverified Better Safe than Sorry: Pre-training CLIP against Targeted Data Poisoning and Backdoor Attacks Oct 5, 2023 Contrastive Learning Data Poisoning
Code Code Available Investigating the Limitation of CLIP Models: The Worst-Performing Categories Oct 5, 2023 Prompt Engineering Zero-Shot Learning
— Unverified 