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Zero-Shot Learning

3,143 papers

Papers per year

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12
170
669
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Papers

Decompose Novel into Known: Part Concept Learning For 3D Novel Class Discovery NIPS 2023
Learning Unseen Modality Interaction NIPS 2023
Latent Space Translation via Semantic Alignment NIPS 2023
Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks NIPS 2023
Exploring Question Decomposition for Zero-Shot VQA NIPS 2023
Black-box Backdoor Defense via Zero-shot Image Purification NIPS 2023
Text-to-Image Diffusion Models are Zero Shot Classifiers NIPS 2023
VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks NIPS 2023
Explore to Generalize in Zero-Shot RL NIPS 2023
Learning to Parameterize Visual Attributes for Open-set Fine-grained Retrieval NIPS 2023
SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models NIPS 2023
Neural Priming for Sample-Efficient Adaptation NIPS 2023
Secure Out-of-Distribution Task Generalization with Energy-Based Models NIPS 2023
Video-Mined Task Graphs for Keystep Recognition in Instructional Videos NIPS 2023
OpenMask3D: Open-Vocabulary 3D Instance Segmentation NIPS 2023
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation NIPS 2023
ChatGPT-Powered Hierarchical Comparisons for Image Classification NIPS 2023
Shape Non-rigid Kinematics (SNK): A Zero-Shot Method for Non-Rigid Shape Matching via Unsupervised Functional Map Regularized Reconstruction NIPS 2023
OV-PARTS: Towards Open-Vocabulary Part Segmentation NIPS 2023
Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels NIPS 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery NIPS 2023
Scaling Open-Vocabulary Object Detection NIPS 2023
P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting NIPS 2023
Towards Label-free Scene Understanding by Vision Foundation Models NIPS 2023
Kiki or Bouba? Sound Symbolism in Vision-and-Language Models NIPS 2023