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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

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
Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels NIPS 2023
Zero-Shot Anomaly Detection via Batch Normalization NIPS 2023
CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion 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
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery NIPS 2023
Toward Re-Identifying Any Animal NIPS 2023
Frozen Language Model Helps ECG Zero-Shot Learning MIDL 2023
Prototypical Model with Information-Theoretic Loss Functions for Generalized Zero-Shot Learning ACML 2023
Cross-Document Event Coreference Resolution: Instruct Humans or Instruct GPT? CONLL 2023
HNC: Leveraging Hard Negative Captions towards Models with Fine-Grained Visual-Linguistic Comprehension Capabilities CONLL 2023
Language Embedded Radiance Fields for Zero-Shot Task-Oriented Grasping CORL 2023
Open-World Object Manipulation using Pre-Trained Vision-Language Models CORL 2023
M2T2: Multi-Task Masked Transformer for Object-centric Pick and Place CORL 2023
Birds of an odd feather: guaranteed out-of-distribution (OOD) novel category detection UAI 2023
Energy-based Models are Zero-Shot Planners for Compositional Scene Rearrangement RSS 2023
Investigating the Impact of Experience on a User's Ability to Perform Hierarchical Abstraction RSS 2023
teamPN at SemEval-2023 Task 1: Visual Word Sense Disambiguation Using Zero-Shot MultiModal Approach SEMEVAL 2023
Augmenters at SemEval-2023 Task 1: Enhancing CLIP in Handling Compositionality and Ambiguity for Zero-Shot Visual WSD through Prompt Augmentation and Text-To-Image Diffusion SEMEVAL 2023
Diane Simmons at SemEval-2023 Task 5: Is it possible to make good clickbait spoilers using a Zero-Shot approach? Check it out! SEMEVAL 2023
mCPT at SemEval-2023 Task 3: Multilingual Label-Aware Contrastive Pre-Training of Transformers for Few- and Zero-shot Framing Detection SEMEVAL 2023
UZH_CLyp at SemEval-2023 Task 9: Head-First Fine-Tuning and ChatGPT Data Generation for Cross-Lingual Learning in Tweet Intimacy Prediction SEMEVAL 2023
WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks SEMEVAL 2023