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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions CVPR 2024
Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners CVPR 2024
Large Language Models are Good Prompt Learners for Low-Shot Image Classification CVPR 2024
Cross-Lingual Metaphor Detection for Low-Resource Languages NAACL 2024
Universal Segmentation at Arbitrary Granularity with Language Instruction CVPR 2024
Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation CVPR 2024
Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions CVPR 2024
Discovering and Mitigating Visual Biases through Keyword Explanation CVPR 2024
Language-conditioned Detection Transformer CVPR 2024
VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning CVPR 2024
Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition CVPR 2024
PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection CVPR 2024
Uncovering What Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly CVPR 2024
Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts CVPR 2024
Space Decomposition for Sentence Embedding ACL 2024
Context-I2W: Mapping Images to Context-Dependent Words for Accurate Zero-Shot Composed Image Retrieval AAAI 2024
Depth-aware Test-Time Training for Zero-shot Video Object Segmentation CVPR 2024
Zero-TPrune: Zero-Shot Token Pruning through Leveraging of the Attention Graph in Pre-Trained Transformers CVPR 2024
DAVE - A Detect-and-Verify Paradigm for Low-Shot Counting CVPR 2024
Point2Real: Bridging the Gap between Point Cloud and Realistic Image for Open-World 3D Recognition AAAI 2024
ZERO-IG: Zero-Shot Illumination-Guided Joint Denoising and Adaptive Enhancement for Low-Light Images CVPR 2024
Simple Image-Level Classification Improves Open-Vocabulary Object Detection AAAI 2024
Towards Learning a Generalist Model for Embodied Navigation CVPR 2024
Discrepancy and Uncertainty Aware Denoising Knowledge Distillation for Zero-Shot Cross-Lingual Named Entity Recognition AAAI 2024
Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations AAAI 2024