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Zero-Shot Learning

3,143 papers

Papers per year

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Papers

Text-Aware Diffusion for Policy Learning NIPS 2024
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning NIPS 2024
Zero-Shot Tokenizer Transfer NIPS 2024
ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination NIPS 2024
WATT: Weight Average Test Time Adaptation of CLIP NIPS 2024
CountGD: Multi-Modal Open-World Counting NIPS 2024
ARC: A Generalist Graph Anomaly Detector with In-Context Learning NIPS 2024
Recognize Any Regions NIPS 2024
DeiSAM: Segment Anything with Deictic Prompting NIPS 2024
InterDreamer: Zero-Shot Text to 3D Dynamic Human-Object Interaction NIPS 2024
DALD: Improving Logits-based Detector without Logits from Black-box LLMs NIPS 2024
MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer NIPS 2024
EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection NIPS 2024
Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation NIPS 2024
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance NIPS 2024
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA NIPS 2024
Boosting Vision-Language Models with Transduction NIPS 2024
CableInspect-AD: An Expert-Annotated Anomaly Detection Dataset NIPS 2024
Listenable Maps for Zero-Shot Audio Classifiers NIPS 2024
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models NIPS 2024
cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers NIPS 2024
Zero-Shot Transfer of Neural ODEs NIPS 2024
IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS NIPS 2024
SpeAr: A Spectral Approach for Zero-Shot Node Classification NIPS 2024
Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data NIPS 2024