zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

Grounding Everything: Emerging Localization Properties in Vision-Language Transformers CVPR 2024

SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors NIPS 2024

GraphVis: Boosting LLMs with Visual Knowledge Graph Integration NIPS 2024

cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers NIPS 2024

Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models NIPS 2024

Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity NIPS 2024

Listenable Maps for Zero-Shot Audio Classifiers NIPS 2024

CableInspect-AD: An Expert-Annotated Anomaly Detection Dataset NIPS 2024

RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation CVPR 2024

Map It Anywhere: Empowering BEV Map Prediction using Large-scale Public Datasets NIPS 2024

Language Models as Zero-shot Lossless Gradient Compressors: Towards General Neural Parameter Prior Models NIPS 2024

Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity AISTATS 2024

Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation NIPS 2024

EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection NIPS 2024

Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models NIPS 2024

PLIP: Language-Image Pre-training for Person Representation Learning NIPS 2024

ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Image CVPR 2024

Modality-Aware Representation Learning for Zero-Shot Sketch-Based Image Retrieval WACV 2024

Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification CVPR 2024

Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models CVPR 2024

SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection CVPR 2024

TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models CVPR 2024

Koala: Key Frame-Conditioned Long Video-LLM CVPR 2024

RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models CVPR 2024

Harnessing Large Language Models for Training-free Video Anomaly Detection CVPR 2024