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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Vocabulary-free Image Classification NIPS 2023
DesCo: Learning Object Recognition with Rich Language Descriptions NIPS 2023
Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts NIPS 2023
FaceDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models NIPS 2023
Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning NIPS 2023
OpenMask3D: Open-Vocabulary 3D Instance Segmentation NIPS 2023
Meta-Adapter: An Online Few-shot Learner for Vision-Language Model NIPS 2023
Learning to Parameterize Visual Attributes for Open-set Fine-grained Retrieval NIPS 2023
Neural Priming for Sample-Efficient Adaptation NIPS 2023
OV-PARTS: Towards Open-Vocabulary Part Segmentation NIPS 2023
An Efficient End-to-End Training Approach for Zero-Shot Human-AI Coordination NIPS 2023
Shape Non-rigid Kinematics (SNK): A Zero-Shot Method for Non-Rigid Shape Matching via Unsupervised Functional Map Regularized Reconstruction NIPS 2023
Segment Anything in High Quality NIPS 2023
DataComp: In search of the next generation of multimodal datasets NIPS 2023
CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion NIPS 2023
Localized Symbolic Knowledge Distillation for Visual Commonsense Models NIPS 2023
Quilt-1M: One Million Image-Text Pairs for Histopathology NIPS 2023
P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting NIPS 2023
Toward Re-Identifying Any Animal NIPS 2023
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning NIPS 2023
Vision-Language Modelling For Radiological Imaging and Reports In The Low Data Regime MIDL 2023
Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task AACL 2023
Exploring Prompting Large Language Models as Explainable Metrics AACL 2023
Cross-Document Event Coreference Resolution: Instruct Humans or Instruct GPT? CONLL 2023
Language Embedded Radiance Fields for Zero-Shot Task-Oriented Grasping CORL 2023