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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

A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection EMNLP 2023
InstructExcel: A Benchmark for Natural Language Instruction in Excel EMNLP 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization EMNLP 2023
Regularity as Intrinsic Reward for Free Play NIPS 2023
Explore to Generalize in Zero-Shot RL NIPS 2023
YouTube-ASL: A Large-Scale, Open-Domain American Sign Language-English Parallel Corpus NIPS 2023
Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP NIPS 2023
Detecting Any Human-Object Interaction Relationship: Universal HOI Detector with Spatial Prompt Learning on Foundation Models NIPS 2023
Exploring Question Decomposition for Zero-Shot VQA NIPS 2023
Fine-Grained Visual Prompting NIPS 2023
Weakly Supervised 3D Open-vocabulary Segmentation NIPS 2023
Extensible Prompts for Language Models on Zero-shot Language Style Customization NIPS 2023
Kiki or Bouba? Sound Symbolism in Vision-and-Language Models NIPS 2023
TexQ: Zero-shot Network Quantization with Texture Feature Distribution Calibration NIPS 2023
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator NIPS 2023
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing NIPS 2023
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP NIPS 2023
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions NIPS 2023
Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents NIPS 2023
Zero-Shot Anomaly Detection via Batch Normalization NIPS 2023
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding NIPS 2023
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence NIPS 2023
Action Inference by Maximising Evidence: Zero-Shot Imitation from Observation with World Models NIPS 2023
DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction ACL 2023
Massively Multi-Lingual Event Understanding: Extraction, Visualization, and Search ACL 2023