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zero-shot-classification

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TitleStatusHype
Latent Embedding Feedback and Discriminative Features for Zero-Shot ClassificationCode1
Controlling Latent Diffusion Using Latent CLIPCode1
Label Propagation for Zero-shot Classification with Vision-Language ModelsCode1
Learning Customized Visual Models with Retrieval-Augmented KnowledgeCode1
Episode-based Prototype Generating Network for Zero-Shot LearningCode1
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual KnowledgeCode1
Improved Probabilistic Image-Text RepresentationsCode1
The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification TasksCode1
Open-Pose 3D Zero-Shot Learning: Benchmark and ChallengesCode1
Differentiable Model Scaling using Differentiable TopkCode1
Knowledge-enhanced Visual-Language Pretraining for Computational PathologyCode1
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation LearningCode1
CyCLIP: Cyclic Contrastive Language-Image PretrainingCode1
Adversarial Robustification via Text-to-Image Diffusion ModelsCode1
Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token PredictionCode1
DC3DO: Diffusion Classifier for 3D ObjectsCode1
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language ModelsCode1
Discriminative Region-based Multi-Label Zero-Shot LearningCode1
Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language ModelsCode1
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification—0
Developing and Evaluating Tiny to Medium-Sized Turkish BERT Models—0
Boosted Zero-Shot Learning with Semantic Correlation Regularization—0
From Haystack to Needle: Label Space Reduction for Zero-shot Classification—0
Blind Dates: Examining the Expression of Temporality in Historical Photographs—0
A Semantics-Guided Class Imbalance Learning Model for Zero-Shot Classification—0
Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning—0
Deep Learning and NLP in Cryptocurrency Forecasting: Integrating Financial, Blockchain, and Social Media Data—0
DCFormer: Efficient 3D Vision-Language Modeling with Decomposed Convolutions—0
APE: Aligning Pretrained Encoders to Quickly Learn Aligned Multimodal Representations—0
Dataset Mention Extraction and Classification—0
FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing—0
An Evaluation of Large Pre-Trained Models for Gesture Recognition using Synthetic Videos—0
Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA—0
CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning—0
Cross-Modal Retrieval Meets Inference:Improving Zero-Shot Classification with Cross-Modal Retrieval—0
Benchmarking PathCLIP for Pathology Image Analysis—0
A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification—0
Cross-Modal 3D Representation with Multi-View Images and Point Clouds—0
CRoF: CLIP-based Robust Few-shot Learning on Noisy Labels—0
Benchmarking LLMs in Political Content Text-Annotation: Proof-of-Concept with Toxicity and Incivility Data—0
Advanced Crash Causation Analysis for Freeway Safety: A Large Language Model Approach to Identifying Key Contributing Factors—0
A Checkpoint on Multilingual Misogyny Identification—0
COSTA: Co-Occurrence Statistics for Zero-Shot Classification—0
CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging—0
Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment—0
Correction Networks: Meta-Learning for Zero-Shot Learning—0
BDetCLIP: Multimodal Prompting Contrastive Test-Time Backdoor Detection—0
An Art-centric perspective on AI-based content moderation of nudity—0
CLAREL: Classification via retrieval loss for zero-shot learning—0
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents—0
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