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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

ZONE: Zero-Shot Instruction-Guided Local Editing CVPR 2024
VLCounter: Text-Aware Visual Representation for Zero-Shot Object Counting AAAI 2024
A Dynamic Learning Method towards Realistic Compositional Zero-Shot Learning AAAI 2024
Test-Time Zero-Shot Temporal Action Localization CVPR 2024
Scaling Up Dynamic Human-Scene Interaction Modeling CVPR 2024
Commonsense for Zero-Shot Natural Language Video Localization AAAI 2024
Learning to Manipulate Artistic Images AAAI 2024
TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models CVPR 2024
TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement AAAI 2024
Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning AAAI 2024
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024
X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization CVPR 2024
SAI3D: Segment Any Instance in 3D Scenes CVPR 2024
Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition CVPR 2024
RobustSAM: Segment Anything Robustly on Degraded Images CVPR 2024
An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching NIPS 2024
Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions CVPR 2024
ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Image CVPR 2024
ViTamin: Designing Scalable Vision Models in the Vision-Language Era CVPR 2024
AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ACL 2024
TCSinger: Zero-Shot Singing Voice Synthesis with Style Transfer and Multi-Level Style Control EMNLP 2024
Training-Free Object Counting With Prompts WACV 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024
VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild ACL 2024
Label Propagation for Zero-shot Classification with Vision-Language Models CVPR 2024