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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Video-Mined Task Graphs for Keystep Recognition in Instructional Videos NIPS 2023
Perception Test: A Diagnostic Benchmark for Multimodal Video Models NIPS 2023
Neural-Logic Human-Object Interaction Detection NIPS 2023
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates NIPS 2023
Black-box Backdoor Defense via Zero-shot Image Purification NIPS 2023
Latent Space Translation via Semantic Alignment NIPS 2023
Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning CVPR 2023
Glocal Energy-Based Learning for Few-Shot Open-Set Recognition CVPR 2023
Learning Attention As Disentangler for Compositional Zero-Shot Learning CVPR 2023
iQuery: Instruments As Queries for Audio-Visual Sound Separation CVPR 2023
Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization NIPS 2023
Policy-based Reinforcement Learning for Generalisation in Interactive Text-based Environments EACL 2023
Zero-Shot Cross-Lingual Event Argument Extraction with Language-Oriented Prefix-Tuning AAAI 2023
Divide and Conquer: Answering Questions With Object Factorization and Compositional Reasoning CVPR 2023
IFSeg: Image-Free Semantic Segmentation via Vision-Language Model CVPR 2023
Learning To Generate Language-Supervised and Open-Vocabulary Scene Graph Using Pre-Trained Visual-Semantic Space CVPR 2023
Described Object Detection: Liberating Object Detection with Flexible Expressions NIPS 2023
Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning CVPR 2023
DeAR: Debiasing Vision-Language Models With Additive Residuals CVPR 2023
Novel Feature Discovery for Task-Oriented Dialog Systems EACL 2023
Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation ACL 2023
Mix before Align: Towards Zero-shot Cross-lingual Sentiment Analysis via Soft-Mix and Multi-View Learning INTERSPEECH 2023
Improving Zero-shot Cross-domain Slot Filling via Transformer-based Slot Semantics Fusion INTERSPEECH 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning EMNLP 2023
Unsupervised Summarization Re-ranking ACL 2023